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@article{DBLP:journals/apin/LinLM24,
author = {Bowen Lin and
Caihui Liu and
Duoqian Miao},
title = {An improved decision tree algorithm based on boundary mixed attribute
dependency},
journal = {Appl. Intell.},
volume = {54},
number = {2},
pages = {2136--2153},
year = {2024},
url = {https://doi.org/10.1007/s10489-023-05238-4},
doi = {10.1007/S10489-023-05238-4},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LinLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/LiangHZZ24,
author = {Chuang Liang and
Jie Huang and
Zeping Zhang and
Shuaishuai Zhang},
title = {Defending against model extraction attacks with {OOD} feature learning
and decision boundary confusion},
journal = {Comput. Secur.},
volume = {136},
pages = {103563},
year = {2024},
url = {https://doi.org/10.1016/j.cose.2023.103563},
doi = {10.1016/J.COSE.2023.103563},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/LiangHZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/idt/SGSSAM24,
author = {Pradeepa S. and
Niveda Gaspar and
Vimal Shanmuganathan and
P. Subbulakshmi and
Ahmed Alkhayyat and
Kaliappan M.},
title = {Classifying promoters by interpreting the hidden information of {DNA}
sequences for disease prediction in clinical laboratories using Gaussian
decision boundary estimation},
journal = {Intell. Decis. Technol.},
volume = {18},
number = {1},
pages = {613--631},
year = {2024},
url = {https://doi.org/10.3233/IDT-230283},
doi = {10.3233/IDT-230283},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/idt/SGSSAM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08986,
author = {Wenwei Zhao and
Xiaowen Li and
Shangqing Zhao and
Jie Xu and
Yao Liu and
Zhuo Lu},
title = {Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary
Statistics},
journal = {CoRR},
volume = {abs/2402.08986},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08986},
doi = {10.48550/ARXIV.2402.08986},
eprinttype = {arXiv},
eprint = {2402.08986},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17465,
author = {Yanghao Su and
Jie Zhang and
Ting Xu and
Tianwei Zhang and
Weiming Zhang and
Nenghai Yu},
title = {Model X-ray: Detect Backdoored Models via Decision Boundary},
journal = {CoRR},
volume = {abs/2402.17465},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17465},
doi = {10.48550/ARXIV.2402.17465},
eprinttype = {arXiv},
eprint = {2402.17465},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15512,
author = {Kyohoon Jin and
Junho Lee and
Juhwan Choi and
Sangmin Song and
Youngbin Kim},
title = {Enhancing Effectiveness and Robustness in a Low-Resource Regime via
Decision-Boundary-aware Data Augmentation},
journal = {CoRR},
volume = {abs/2403.15512},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15512},
doi = {10.48550/ARXIV.2403.15512},
eprinttype = {arXiv},
eprint = {2403.15512},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LingXWW23,
author = {Guangming Ling and
Aiping Xu and
Chao Wang and
Jie Wu},
title = {{REBDT:} {A} regular expression boundary-based decision tree model
for Chinese logistics address segmentation},
journal = {Appl. Intell.},
volume = {53},
number = {6},
pages = {6856--6872},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03511-6},
doi = {10.1007/S10489-022-03511-6},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LingXWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/SohnsGL23,
author = {Jan{-}Tobias Sohns and
Christoph Garth and
Heike Leitte},
title = {Decision Boundary Visualization for Counterfactual Reasoning},
journal = {Comput. Graph. Forum},
volume = {42},
number = {1},
pages = {7--20},
year = {2023},
url = {https://doi.org/10.1111/cgf.14650},
doi = {10.1111/CGF.14650},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/SohnsGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cybersec/MauryaAKS23,
author = {Vikas Maurya and
Rachit Agarwal and
Saurabh Kumar and
Sandeep K. Shukla},
title = {{EPASAD:} ellipsoid decision boundary based Process-Aware Stealthy
Attack Detector},
journal = {Cybersecur.},
volume = {6},
number = {1},
pages = {28},
year = {2023},
url = {https://doi.org/10.1186/s42400-023-00162-z},
doi = {10.1186/S42400-023-00162-Z},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cybersec/MauryaAKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsst/ZhaoLEMLC23,
author = {Guoqing Zhao and
Shaofeng Liu and
Sebastian Elgueta and
Juan Pablo Manzur and
Carmen Lopez and
Huilan Chen},
title = {Knowledge Mobilization for Agri-Food Supply Chain Decisions: Identification
of Knowledge Boundaries and Categorization of Boundary-Spanning Mechanisms},
journal = {Int. J. Decis. Support Syst. Technol.},
volume = {15},
number = {2},
pages = {1--25},
year = {2023},
url = {https://doi.org/10.4018/ijdsst.315640},
doi = {10.4018/IJDSST.315640},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsst/ZhaoLEMLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/LiangQHLWWS23,
author = {Xiaoyu Liang and
Yaguan Qian and
Jianchang Huang and
Xiang Ling and
Bin Wang and
Chunming Wu and
Wassim Swaileh},
title = {Towards desirable decision boundary by Moderate-Margin Adversarial
Training},
journal = {Pattern Recognit. Lett.},
volume = {173},
pages = {30--37},
year = {2023},
url = {https://doi.org/10.1016/j.patrec.2023.07.009},
doi = {10.1016/J.PATREC.2023.07.009},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/LiangQHLWWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/OliveiraEHT23,
author = {Artur A. M. Oliveira and
Mateus Espadoto and
Roberto Hirata Jr. and
Alexandru C. Telea},
title = {Stability Analysis of Supervised Decision Boundary Maps},
journal = {{SN} Comput. Sci.},
volume = {4},
number = {3},
pages = {226},
year = {2023},
url = {https://doi.org/10.1007/s42979-022-01662-4},
doi = {10.1007/S42979-022-01662-4},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/OliveiraEHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/systems/ZhaoLL23,
author = {Yan Zhao and
Jianlin Lyu and
Wenrong Lyu},
title = {Decision Boundary of Knowledge Sharing between Innovation Alliance
Firms},
journal = {Syst.},
volume = {11},
number = {2},
pages = {76},
year = {2023},
url = {https://doi.org/10.3390/systems11020076},
doi = {10.3390/SYSTEMS11020076},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/systems/ZhaoLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/ChenZXLCHC23,
author = {Chen Chen and
Jingfeng Zhang and
Xilie Xu and
Lingjuan Lyu and
Chaochao Chen and
Tianlei Hu and
Gang Chen},
title = {Decision Boundary-Aware Data Augmentation for Adversarial Training},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {20},
number = {3},
pages = {1882--1894},
year = {2023},
url = {https://doi.org/10.1109/TDSC.2022.3165889},
doi = {10.1109/TDSC.2022.3165889},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/ChenZXLCHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/TianWALW23,
author = {Zehao Tian and
Zixiong Wang and
Ahmed M. Abdelmoniem and
Gaoyang Liu and
Chen Wang},
title = {Knowledge Representation of Training Data With Adversarial Examples
Supporting Decision Boundary},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {18},
pages = {4116--4127},
year = {2023},
url = {https://doi.org/10.1109/TIFS.2023.3293418},
doi = {10.1109/TIFS.2023.3293418},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/TianWALW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/GwakKYP23,
author = {Minseon Gwak and
Min Su Kim and
Jong Pil Yun and
PooGyeon Park},
title = {Robust and Explainable Fault Diagnosis With Power-Perturbation-Based
Decision Boundary Analysis of Deep Learning Models},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {5},
pages = {6982--6992},
year = {2023},
url = {https://doi.org/10.1109/TII.2022.3207758},
doi = {10.1109/TII.2022.3207758},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/GwakKYP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuLM0XW23,
author = {Xiaokang Liu and
Jianquan Li and
Jingjing Mu and
Min Yang and
Ruifeng Xu and
Benyou Wang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Effective Open Intent Classification with K-center Contrastive Learning
and Adjustable Decision Boundary},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13291--13299},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26560},
doi = {10.1609/AAAI.V37I11.26560},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuLM0XW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenGL0W23,
author = {Min Chen and
Weizhuo Gao and
Gaoyang Liu and
Kai Peng and
Chen Wang},
title = {Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting
the Decision Boundary},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {7766--7775},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00750},
doi = {10.1109/CVPR52729.2023.00750},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChenGL0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/i2mtc/ZhaoZYYYC23,
author = {Yu Zhao and
Xingwu Zhang and
Fangfang Yang and
Xiaolei Yu and
Ruqiang Yan and
Xuefeng Chen},
title = {Decision Boundary Expansion For Open Set Fault Diagnosis},
booktitle = {{IEEE} International Instrumentation and Measurement Technology Conference,
{I2MTC} 2023, Kuala Lumpur, Malaysia, May 22-25, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/I2MTC53148.2023.10175930},
doi = {10.1109/I2MTC53148.2023.10175930},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/i2mtc/ZhaoZYYYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/TrajdosBK23,
author = {Pawel Trajdos and
Robert Burduk and
Andrzej Kasprzak},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Combining Linear Classifiers Using Score Function Based on Distance
to Decision Boundary},
booktitle = {Artificial Intelligence and Soft Computing - 22nd International Conference,
{ICAISC} 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14126},
pages = {402--411},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42508-0\_36},
doi = {10.1007/978-3-031-42508-0\_36},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/TrajdosBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/TaoLZXD023,
author = {Yunbo Tao and
Daizong Liu and
Pan Zhou and
Yulai Xie and
Wei Du and
Wei Hu},
title = {3DHacker: Spectrum-based Decision Boundary Generation for Hard-label
3D Point Cloud Attack},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {14294--14304},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01319},
doi = {10.1109/ICCV51070.2023.01319},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/TaoLZXD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/GuoZLLWCC23,
author = {Chenxu Guo and
Qi Zhao and
Shuchang Lyu and
Binghao Liu and
Chunlei Wang and
Lijiang Chen and
Guangliang Cheng},
title = {Decision Boundary Optimization for Few-shot Class-Incremental Learning},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {3493--3503},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00376},
doi = {10.1109/ICCVW60793.2023.00376},
timestamp = {Wed, 10 Jan 2024 14:20:12 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/GuoZLLWCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuSGGH23,
author = {Yuancheng Xu and
Yanchao Sun and
Micah Goldblum and
Tom Goldstein and
Furong Huang},
title = {Exploring and Exploiting Decision Boundary Dynamics for Adversarial
Robustness},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=aRTKuscKByJ},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuSGGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmu/Liang23,
author = {Zilu Liang},
title = {Effect of Decision Boundary for Logistic Regression Classifiers on
Sleep Apnea Screening Accuracy with Wearable SpO2 Data},
booktitle = {Fourteenth International Conference on Mobile Computing and Ubiquitous
Network, {ICMU} 2023, Kyoto, Japan, November 29 - Dec. 1, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/ICMU58504.2023.10412217},
doi = {10.23919/ICMU58504.2023.10412217},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmu/Liang23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/HinderVBH23,
author = {Fabian Hinder and
Valerie Vaquet and
Johannes Brinkrolf and
Barbara Hammer},
editor = {Bruno Cr{\'{e}}milleux and
Sibylle Hess and
Siegfried Nijssen},
title = {On the Change of Decision Boundary and Loss in Learning with Concept
Drift},
booktitle = {Advances in Intelligent Data Analysis {XXI} - 21st International Symposium
on Intelligent Data Analysis, {IDA} 2023, Louvain-la-Neuve, Belgium,
April 12-14, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13876},
pages = {182--194},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30047-9\_15},
doi = {10.1007/978-3-031-30047-9\_15},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/HinderVBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nossdav/HerbotsV0QL23,
author = {Joris Herbots and
Arno Verstraete and
Maarten Wijnants and
Peter Quax and
Wim Lamotte},
title = {Cross that boundary: Investigating the feasibility of cross-layer
information sharing for enhancing {ABR} decision logic over {QUIC}},
booktitle = {Proceedings of the 33rd Workshop on Network and Operating System Support
for Digital Audio and Video, {NOSSDAV} 2023, Vancouver, BC, Canada,
June 7-10, 2023},
pages = {50--57},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3592473.3592563},
doi = {10.1145/3592473.3592563},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nossdav/HerbotsV0QL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05180,
author = {Kunchi Li and
Jun Wan and
Shan Yu},
title = {Effective Decision Boundary Learning for Class Incremental Learning},
journal = {CoRR},
volume = {abs/2301.05180},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05180},
doi = {10.48550/ARXIV.2301.05180},
eprinttype = {arXiv},
eprint = {2301.05180},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03015,
author = {Yuancheng Xu and
Yanchao Sun and
Micah Goldblum and
Tom Goldstein and
Furong Huang},
title = {Exploring and Exploiting Decision Boundary Dynamics for Adversarial
Robustness},
journal = {CoRR},
volume = {abs/2302.03015},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03015},
doi = {10.48550/ARXIV.2302.03015},
eprinttype = {arXiv},
eprint = {2302.03015},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05719,
author = {Boheng Zeng and
Lianli Gao and
Qilong Zhang and
ChaoQun Li and
Jingkuan Song and
Shuaiqi Jing},
title = {Boosting Adversarial Attacks by Leveraging Decision Boundary Information},
journal = {CoRR},
volume = {abs/2303.05719},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05719},
doi = {10.48550/ARXIV.2303.05719},
eprinttype = {arXiv},
eprint = {2303.05719},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10220,
author = {Xiaokang Liu and
Jianquan Li and
Jingjing Mu and
Min Yang and
Ruifeng Xu and
Benyou Wang},
title = {Effective Open Intent Classification with K-center Contrastive Learning
and Adjustable Decision Boundary},
journal = {CoRR},
volume = {abs/2304.10220},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10220},
doi = {10.48550/ARXIV.2304.10220},
eprinttype = {arXiv},
eprint = {2304.10220},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04109,
author = {Jiacheng Xu and
Chengxiang Tan},
title = {Membership inference attack with relative decision boundary distance},
journal = {CoRR},
volume = {abs/2306.04109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04109},
doi = {10.48550/ARXIV.2306.04109},
eprinttype = {arXiv},
eprint = {2306.04109},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2306-07104,
author = {Mahalakshmi Sabanayagam and
Freya Behrens and
Urte Adomaityte and
Anna Dawid},
title = {Unveiling the Hessian's Connection to the Decision Boundary},
journal = {CoRR},
volume = {abs/2306.07104},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07104},
doi = {10.48550/ARXIV.2306.07104},
eprinttype = {arXiv},
eprint = {2306.07104},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07546,
author = {Yunbo Tao and
Daizong Liu and
Pan Zhou and
Yulai Xie and
Wei Du and
Wei Hu},
title = {3DHacker: Spectrum-based Decision Boundary Generation for Hard-label
3D Point Cloud Attack},
journal = {CoRR},
volume = {abs/2308.07546},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07546},
doi = {10.48550/ARXIV.2308.07546},
eprinttype = {arXiv},
eprint = {2308.07546},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11536,
author = {Litian Liu and
Yao Qin},
title = {Fast Decision Boundary based Out-of-Distribution Detector},
journal = {CoRR},
volume = {abs/2312.11536},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11536},
doi = {10.48550/ARXIV.2312.11536},
eprinttype = {arXiv},
eprint = {2312.11536},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ShinKH22,
author = {Gun{-}Yoon Shin and
Dong{-}Wook Kim and
Myung{-}Mook Han},
title = {Data Discretization and Decision Boundary Data Point Analysis for
Unknown Attack Detection},
journal = {{IEEE} Access},
volume = {10},
pages = {114008--114015},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3215269},
doi = {10.1109/ACCESS.2022.3215269},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ShinKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhangRLLL22,
author = {Chunying Zhang and
Jing Ren and
Fengchun Liu and
Xiaoqi Li and
Shouyue Liu},
title = {Three-way selection random forest algorithm based on decision boundary
entropy},
journal = {Appl. Intell.},
volume = {52},
number = {12},
pages = {13384--13397},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-03033-7},
doi = {10.1007/S10489-021-03033-7},
timestamp = {Fri, 14 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/ZhangRLLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/PluchinottaSZ22,
author = {Irene Pluchinotta and
Giuseppe Salvia and
Nici Zimmermann},
title = {The importance of eliciting stakeholders' system boundary perceptions
for problem structuring and decision-making},
journal = {Eur. J. Oper. Res.},
volume = {302},
number = {1},
pages = {280--293},
year = {2022},
url = {https://doi.org/10.1016/j.ejor.2021.12.029},
doi = {10.1016/J.EJOR.2021.12.029},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/PluchinottaSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iajit/Ghaffari22,
author = {Hamid Reza Ghaffari},
title = {Choosing decision tree-based boundary patterns in the intrusion detection
systems with large data sets},
journal = {Int. Arab J. Inf. Technol.},
volume = {19},
number = {3},
pages = {363--369},
year = {2022},
url = {https://doi.org/10.34028/iajit/19/3/10},
doi = {10.34028/IAJIT/19/3/10},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iajit/Ghaffari22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangMLWN22,
author = {Runtong Zhang and
Fanman Meng and
Hongliang Li and
Qingbo Wu and
King Ngi Ngan},
title = {Category boundary re-decision by component labels to improve generation
of class activation map},
journal = {Neurocomputing},
volume = {469},
pages = {105--118},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.10.072},
doi = {10.1016/J.NEUCOM.2021.10.072},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhangMLWN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhuLDLZ22,
author = {Ziqi Zhu and
Xi Liu and
Chunhua Deng and
Jing Liu and
Jixin Zou},
title = {Knowledge distillation based on decision boundary instances generated
by {DBI-GAN}},
journal = {Neurocomputing},
volume = {487},
pages = {190--202},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.10.097},
doi = {10.1016/J.NEUCOM.2021.10.097},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhuLDLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imds/LouWX22,
author = {Shuzhen Lou and
Jiexiang Wang and
Ji Xia},
title = {Understanding the boundary decision of digital platform enterprises},
journal = {Ind. Manag. Data Syst.},
volume = {122},
number = {1},
pages = {235--250},
year = {2022},
url = {https://doi.org/10.1108/IMDS-12-2020-0720},
doi = {10.1108/IMDS-12-2020-0720},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imds/LouWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SubhashiniLZA22,
author = {L. D. C. S. Subhashini and
Yuefeng Li and
Jinglan Zhang and
Ajantha S. Atukorale},
title = {Integration of semantic patterns and fuzzy concepts to reduce the
boundary region in three-way decision-making},
journal = {Inf. Sci.},
volume = {595},
pages = {257--277},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.02.036},
doi = {10.1016/J.INS.2022.02.036},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SubhashiniLZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/ZongCSKL22,
author = {Wei Zong and
Yang{-}Wai Chow and
Willy Susilo and
Jongkil Kim and
Ngoc T. Le},
title = {Detecting Audio Adversarial Examples in Automatic Speech Recognition
Systems Using Decision Boundary Patterns},
journal = {J. Imaging},
volume = {8},
number = {12},
pages = {324},
year = {2022},
url = {https://doi.org/10.3390/jimaging8120324},
doi = {10.3390/JIMAGING8120324},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jimaging/ZongCSKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EnglhardtTKSB22,
author = {Adrian Englhardt and
Holger Trittenbach and
Daniel Kottke and
Bernhard Sick and
Klemens B{\"{o}}hm},
title = {Efficient {SVDD} sampling with approximation guarantees for the decision
boundary},
journal = {Mach. Learn.},
volume = {111},
number = {4},
pages = {1349--1375},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06149-0},
doi = {10.1007/S10994-022-06149-0},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/EnglhardtTKSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/ZhengYHFS22,
author = {Huadi Zheng and
Qingqing Ye and
Haibo Hu and
Chengfang Fang and
Jie Shi},
title = {Protecting Decision Boundary of Machine Learning Model With Differentially
Private Perturbation},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {3},
pages = {2007--2022},
year = {2022},
url = {https://doi.org/10.1109/TDSC.2020.3043382},
doi = {10.1109/TDSC.2020.3043382},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/ZhengYHFS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002SXSS22,
author = {Han Bao and
Takuya Shimada and
Liyuan Xu and
Issei Sato and
Masashi Sugiyama},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Pairwise Supervision Can Provably Elicit a Decision Boundary},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {2618--2640},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/bao22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002SXSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbi/OurihaHM22,
author = {Mohamed Ouriha and
Youssef El Habouz and
Omar El Mansouri},
editor = {Mohamed Fakir and
Mohamed Baslam and
Rachid El Ayachi},
title = {Decision Boundary to Improve the Sensitivity of Deep Neural Networks
Models},
booktitle = {Business Intelligence - 7th International Conference, {CBI} 2022,
Khouribga, Morocco, May 26-28, 2022, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {449},
pages = {50--60},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-06458-6\_4},
doi = {10.1007/978-3-031-06458-6\_4},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbi/OurihaHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SomepalliFBCDBG22,
author = {Gowthami Somepalli and
Liam Fowl and
Arpit Bansal and
Ping{-}Yeh Chiang and
Yehuda Dar and
Richard G. Baraniuk and
Micah Goldblum and
Tom Goldstein},
title = {Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility
and Double Descent from the Decision Boundary Perspective},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {13689--13698},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01333},
doi = {10.1109/CVPR52688.2022.01333},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SomepalliFBCDBG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangZ0ZYW022,
author = {Tong Wang and
Yousong Zhu and
Yingying Chen and
Chaoyang Zhao and
Bin Yu and
Jinqiao Wang and
Ming Tang},
title = {{C2AM} Loss: Chasing a Better Decision Boundary for Long-Tail Object
Detection},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {6970--6979},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00685},
doi = {10.1109/CVPR52688.2022.00685},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangZ0ZYW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/BerkJDP22,
author = {Jane Berk and
Martin Jaszewski and
Charles{-}Alban Deledalle and
Shibin Parameswaran},
title = {U-Deepdig: Scalable Deep Decision Boundary Instance Generation},
booktitle = {2022 {IEEE} International Conference on Image Processing, {ICIP} 2022,
Bordeaux, France, 16-19 October 2022},
pages = {2961--2965},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICIP46576.2022.9897528},
doi = {10.1109/ICIP46576.2022.9897528},
timestamp = {Fri, 03 Feb 2023 18:11:40 +0100},
biburl = {https://dblp.org/rec/conf/icip/BerkJDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/YoonKK22,
author = {Jeongseop Yoon and
Donghwan Kim and
Daeyoung Kim},
title = {{SDBOSR:} Separable Decision Boundary based Open Set Recognition for
Manufacturing Equipment Fault Classification},
booktitle = {2022 {IEEE} International Conference on Prognostics and Health Management,
{ICPHM} 2022, Detroit (Romulus), MI, USA, June 6-8, 2022},
pages = {121--126},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICPHM53196.2022.9815748},
doi = {10.1109/ICPHM53196.2022.9815748},
timestamp = {Thu, 04 Aug 2022 12:36:35 +0200},
biburl = {https://dblp.org/rec/conf/icphm/YoonKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isdmci/SikoraLMM22,
author = {Lubomyr Sikora and
Natalya Lysa and
Roman Martsyshyn and
Yuliya Miyushkovych},
editor = {Sergii Babichev and
Volodymyr Lytvynenko},
title = {Cognitive and Information Decision Support Technologies for Operational
Management of Energy-Active Objects in Boundary Modes},
booktitle = {Lecture Notes in Data Engineering, Computational Intelligence, and
Decision Making - 2022 International Scientific Conference "Intellectual
Systems of Decision-Making and Problems of Computational Intelligence",
Proceedings, {ISDMCI} 2022, Rivne, Ukraine, June 14-16, 2022},
series = {Lecture Notes on Data Engineering and Communications Technologies},
volume = {149},
pages = {353--366},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16203-9\_21},
doi = {10.1007/978-3-031-16203-9\_21},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isdmci/SikoraLMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivapp/OliveiraEHT22,
author = {Artur A. M. Oliveira and
Mateus Espadoto and
Roberto Hirata Jr. and
Alexandru C. Telea},
editor = {Christophe Hurter and
Helen C. Purchase and
Kadi Bouatouch},
title = {{SDBM:} Supervised Decision Boundary Maps for Machine Learning Classifiers},
booktitle = {Proceedings of the 17th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2022, Volume 3: IVAPP, Online Streaming, February 6-8, 2022},
pages = {77--87},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010896200003124},
doi = {10.5220/0010896200003124},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/ivapp/OliveiraEHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/qrs/LiuFWZ22,
author = {Yue Liu and
Lichao Feng and
Xingya Wang and
Shiyu Zhang},
title = {DeepBoundary: {A} Coverage Testing Method of Deep Learning Software
based on Decision Boundary Representation},
booktitle = {22nd {IEEE} International Conference on Software Quality, Reliability,
and Security, {QRS} 2022 - Companion, Guangzhou, China, December 5-9,
2022},
pages = {166--172},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/QRS-C57518.2022.00032},
doi = {10.1109/QRS-C57518.2022.00032},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/qrs/LiuFWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08124,
author = {Gowthami Somepalli and
Liam Fowl and
Arpit Bansal and
Ping{-}Yeh Chiang and
Yehuda Dar and
Richard G. Baraniuk and
Micah Goldblum and
Tom Goldstein},
title = {Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility
and Double Descent from the Decision Boundary Perspective},
journal = {CoRR},
volume = {abs/2203.08124},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08124},
doi = {10.48550/ARXIV.2203.08124},
eprinttype = {arXiv},
eprint = {2203.08124},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04154,
author = {Vikas Maurya and
Rachit Agarwal and
Saurabh Kumar and
Sandeep Kumar Shukla},
title = {{EPASAD:} Ellipsoid decision boundary based Process-Aware Stealthy
Attack Detector},
journal = {CoRR},
volume = {abs/2204.04154},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04154},
doi = {10.48550/ARXIV.2204.04154},
eprinttype = {arXiv},
eprint = {2204.04154},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01515,
author = {Shiye Lei and
Fengxiang He and
Yancheng Yuan and
Dacheng Tao},
title = {Understanding deep learning via decision boundary},
journal = {CoRR},
volume = {abs/2206.01515},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01515},
doi = {10.48550/ARXIV.2206.01515},
eprinttype = {arXiv},
eprint = {2206.01515},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-07793,
author = {Xiaoyu Liang and
Yaguan Qian and
Jianchang Huang and
Xiang Ling and
Bin Wang and
Chunming Wu and
Wassim Swaileh},
title = {Towards the Desirable Decision Boundary by Moderate-Margin Adversarial
Training},
journal = {CoRR},
volume = {abs/2207.07793},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.07793},
doi = {10.48550/ARXIV.2207.07793},
eprinttype = {arXiv},
eprint = {2207.07793},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-07793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10942,
author = {Qiang Hu and
Yuejun Guo and
Xiaofei Xie and
Maxime Cordy and
Lei Ma and
Mike Papadakis and
Yves Le Traon},
title = {Efficient Testing of Deep Neural Networks via Decision Boundary Analysis},
journal = {CoRR},
volume = {abs/2207.10942},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10942},
doi = {10.48550/ARXIV.2207.10942},
eprinttype = {arXiv},
eprint = {2207.10942},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02419,
author = {Davin Hill and
Aria Masoomi and
Sandesh Ghimire and
Max Torop and
Jennifer G. Dy},
title = {Explanation Uncertainty with Decision Boundary Awareness},
journal = {CoRR},
volume = {abs/2210.02419},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02419},
doi = {10.48550/ARXIV.2210.02419},
eprinttype = {arXiv},
eprint = {2210.02419},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16209,
author = {Hengshuai Yao},
title = {The Vanishing Decision Boundary Complexity and the Strong First Component},
journal = {CoRR},
volume = {abs/2211.16209},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16209},
doi = {10.48550/ARXIV.2211.16209},
eprinttype = {arXiv},
eprint = {2211.16209},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/FayedA21,
author = {Hatem A. Fayed and
Amir F. Atiya},
title = {Decision boundary clustering for efficient local {SVM}},
journal = {Appl. Soft Comput.},
volume = {110},
pages = {107628},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107628},
doi = {10.1016/J.ASOC.2021.107628},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/FayedA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cii/CrawfordSKM21,
author = {Bryn Crawford and
Reza Sourki and
Hamid Khayyam and
Abbas S. Milani},
title = {A machine learning framework with dataset-knowledgeability pre-assessment
and a local decision-boundary crispness score: An industry 4.0-based
case study on composite autoclave manufacturing},
journal = {Comput. Ind.},
volume = {132},
pages = {103510},
year = {2021},
url = {https://doi.org/10.1016/j.compind.2021.103510},
doi = {10.1016/J.COMPIND.2021.103510},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cii/CrawfordSKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ChenXZZ21,
author = {Jie Chen and
Yang Xu and
Shu Zhao and
Yanping Zhang},
title = {{AH3:} An adaptive hierarchical feature representation model for three-way
decision boundary processing},
journal = {Int. J. Approx. Reason.},
volume = {130},
pages = {259--272},
year = {2021},
url = {https://doi.org/10.1016/j.ijar.2020.10.009},
doi = {10.1016/J.IJAR.2020.10.009},
timestamp = {Fri, 26 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ChenXZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AslaniS21,
author = {Mohammad Aslani and
Stefan Seipel},
title = {Efficient and decision boundary aware instance selection for support
vector machines},
journal = {Inf. Sci.},
volume = {577},
pages = {579--598},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.07.015},
doi = {10.1016/J.INS.2021.07.015},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/AslaniS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhang0L21a,
author = {Hanlei Zhang and
Hua Xu and
Ting{-}En Lin},
title = {Deep Open Intent Classification with Adaptive Decision Boundary},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {14374--14382},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i16.17690},
doi = {10.1609/AAAI.V35I16.17690},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zhang0L21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NanfackDF21,
author = {G{\'{e}}raldin Nanfack and
Valentin Delchevalerie and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {Boundary-Based Fairness Constraints in Decision Trees and Random Forests},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-69},
doi = {10.14428/ESANN/2021.ES2021-69},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NanfackDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KawaiMH21,
author = {Wataru Kawai and
Yusuke Mukuta and
Tatsuya Harada},
title = {Real-Time Mesh Extraction from Implicit Functions via Direct Reconstruction
of Decision Boundary},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {12875--12881},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9560749},
doi = {10.1109/ICRA48506.2021.9560749},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/KawaiMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KingetsuK21,
author = {Hiroaki Kingetsu and
Kenichi Kobayashi},
title = {Born-Again Decision Boundary: Unsupervised Concept Drift Detection
by Inspector Neural Network},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534340},
doi = {10.1109/IJCNN52387.2021.9534340},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KingetsuK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/ChenCXZZ21,
author = {Jie Chen and
Yue Chen and
Yang Xu and
Shu Zhao and
Yanping Zhang},
editor = {Sheela Ramanna and
Chris Cornelis and
Davide Ciucci},
title = {Attention Enhanced Hierarchical Feature Representation for Three-Way
Decision Boundary Processing},
booktitle = {Rough Sets - International Joint Conference, {IJCRS} 2021, Bratislava,
Slovakia, September 19-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12872},
pages = {218--224},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87334-9\_18},
doi = {10.1007/978-3-030-87334-9\_18},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rskt/ChenCXZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KimK20d,
author = {Byungju Kim and
Junmo Kim},
title = {Adjusting Decision Boundary for Class Imbalanced Learning},
journal = {{IEEE} Access},
volume = {8},
pages = {81674--81685},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2991231},
doi = {10.1109/ACCESS.2020.2991231},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KimK20d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LeeSMCL20,
author = {Changhoo Lee and
Dongwook Shin and
Junki Min and
Jaemyung Cha and
Seungkyu Lee},
title = {Decision Boundary Re-Sampling in Imbalanced Learning for Ulcer Detection},
journal = {{IEEE} Access},
volume = {8},
pages = {186274--186278},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3029259},
doi = {10.1109/ACCESS.2020.3029259},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LeeSMCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ShinPC20,
author = {Dong{-}Hoon Shin and
Roy C. Park and
Kyungyong Chung},
title = {Decision Boundary-Based Anomaly Detection Model Using Improved AnoGAN
From {ECG} Data},
journal = {{IEEE} Access},
volume = {8},
pages = {108664--108674},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3000638},
doi = {10.1109/ACCESS.2020.3000638},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ShinPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computation/KalyvasM20,
author = {Christos Kalyvas and
Manolis Maragoudakis},
title = {A Skyline-Based Decision Boundary Estimation Method for Binominal
Classification in Big Data},
journal = {Comput.},
volume = {8},
number = {3},
pages = {80},
year = {2020},
url = {https://doi.org/10.3390/computation8030080},
doi = {10.3390/COMPUTATION8030080},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computation/KalyvasM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossac/WangCY20,
author = {Hongbo Wang and
Wei Cui and
Bin Ye},
title = {Lane Departure Assistance Coordinated Control System for In-Wheel
Motor Drive Vehicles Based on Dynamic Extension Boundary Decision},
journal = {J. Syst. Sci. Complex.},
volume = {33},
number = {4},
pages = {1040--1063},
year = {2020},
url = {https://doi.org/10.1007/s11424-020-8340-8},
doi = {10.1007/S11424-020-8340-8},
timestamp = {Tue, 18 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossac/WangCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/BiedrzyckiB20,
author = {Jedrzej Biedrzycki and
Robert Burduk},
title = {Integration of Decision Trees Using Distance to Centroid and to Decision
Boundary},
journal = {J. Univers. Comput. Sci.},
volume = {26},
number = {6},
pages = {720--733},
year = {2020},
url = {http://www.jucs.org/jucs\_26\_6/integration\_of\_decision\_trees},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jucs/BiedrzyckiB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigcomp/KangS20,
author = {Jaewoong Kang and
Mye M. Sohn},
editor = {Wookey Lee and
Luonan Chen and
Yang{-}Sae Moon and
Julien Bourgeois and
Mehdi Bennis and
Yu{-}Feng Li and
Young{-}Guk Ha and
Hyuk{-}Yoon Kwon and
Alfredo Cuzzocrea},
title = {Recursive Undersampling-Based Decision Boundary Alignment for Imbalanced
Radiology Image},
booktitle = {2020 {IEEE} International Conference on Big Data and Smart Computing,
BigComp 2020, Busan, Korea (South), February 19-22, 2020},
pages = {425--428},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigComp48618.2020.00-36},
doi = {10.1109/BIGCOMP48618.2020.00-36},
timestamp = {Thu, 25 Mar 2021 15:26:20 +0100},
biburl = {https://dblp.org/rec/conf/bigcomp/KangS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/GrassaGL20,
author = {Riccardo La Grassa and
Ignazio Gallo and
Nicola Landro},
title = {Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly
Sampled Data},
booktitle = {Digital Image Computing: Techniques and Applications, {DICTA} 2020,
Melbourne, Australia, November 29 - December 2, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DICTA51227.2020.9363406},
doi = {10.1109/DICTA51227.2020.9363406},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/GrassaGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/Ksieniewicz20,
author = {Pawel Ksieniewicz},
editor = {Valeria V. Krzhizhanovskaya and
G{\'{a}}bor Z{\'{a}}vodszky and
Michael Harold Lees and
Jack J. Dongarra and
Peter M. A. Sloot and
S{\'{e}}rgio Brissos and
Jo{\~{a}}o Teixeira},
title = {Standard Decision Boundary in a Support-Domain of Fuzzy Classifier
Prediction for the Task of Imbalanced Data Classification},
booktitle = {Computational Science - {ICCS} 2020 - 20th International Conference,
Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12140},
pages = {103--116},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50423-6\_8},
doi = {10.1007/978-3-030-50423-6\_8},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/Ksieniewicz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GuanL20,
author = {Shuyue Guan and
Murray H. Loew},
editor = {M. Arif Wani and
Feng Luo and
Xiaolin Andy Li and
Dejing Dou and
Francesco Bonchi},
title = {Analysis of Generalizability of Deep Neural Networks Based on the
Complexity of Decision Boundary},
booktitle = {19th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2020, Miami, FL, USA, December 14-17, 2020},
pages = {101--106},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICMLA51294.2020.00025},
doi = {10.1109/ICMLA51294.2020.00025},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GuanL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhangL20,
author = {Yifan Zhang and
Shizhong Liao},
title = {A Kernel Perspective for the Decision Boundary of Deep Neural Networks},
booktitle = {32nd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2020, Baltimore, MD, USA, November 9-11, 2020},
pages = {653--660},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICTAI50040.2020.00105},
doi = {10.1109/ICTAI50040.2020.00105},
timestamp = {Mon, 04 Jan 2021 18:04:10 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ZhangL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/CaiGFJLX20,
author = {Wei Cai and
Gaopeng Gou and
Peipei Fu and
Minghao Jiang and
Zhen Li and
Gang Xiong},
title = {JumpEstimate: a Novel Black-box Countermeasure to Website Fingerprint
Attack Based on Decision-boundary Confusion},
booktitle = {{IEEE} Symposium on Computers and Communications, {ISCC} 2020, Rennes,
France, July 7-10, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCC50000.2020.9219633},
doi = {10.1109/ISCC50000.2020.9219633},
timestamp = {Wed, 08 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscc/CaiGFJLX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/RodionovaAEOQM20,
author = {Al{\"{e}}na Rodionova and
Ignacio J. Alvarez and
Maria Soledad Elli and
Fabian Oboril and
Johannes Quast and
Rahul Mangharam},
title = {How safe is safe enough? Automatic Safety Constraints Boundary Estimation
for Decision-Making in Automated Vehicles},
booktitle = {{IEEE} Intelligent Vehicles Symposium, {IV} 2020, Las Vegas, NV, USA,
October 19 - November 13, 2020},
pages = {1457--1464},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IV47402.2020.9304756},
doi = {10.1109/IV47402.2020.9304756},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ivs/RodionovaAEOQM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seeda/KalyvasM20,
author = {Christos Kalyvas and
Manolis Maragoudakis},
title = {A Skyline-based Decision Boundary Estimation Method for Binominal
Classification in Big Data},
booktitle = {5th South-East Europe Design Automation, Computer Engineering, Computer
Networks and Social Media Conference, {SEEDA-CECNSM} 2020, Corfu,
Greece, September 25-27, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SEEDA-CECNSM49515.2020.9221822},
doi = {10.1109/SEEDA-CECNSM49515.2020.9221822},
timestamp = {Thu, 22 Oct 2020 16:17:58 +0200},
biburl = {https://dblp.org/rec/conf/seeda/KalyvasM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucet/JiangSK20,
author = {Haoyang Jiang and
Qingkui Song and
Julien Le Kernec},
title = {Searching the Adversarial Example in the Decision Boundary},
booktitle = {2020 International Conference on UK-China Emerging Technologies, {UCET}
2020, Glasgow, United Kingdom, August 20-21, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/UCET51115.2020.9205320},
doi = {10.1109/UCET51115.2020.9205320},
timestamp = {Wed, 07 Oct 2020 19:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ucet/JiangSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KarimiT20,
author = {Hamid Karimi and
Jiliang Tang},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Decision Boundary of Deep Neural Networks: Challenges and Opportunities},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {919--920},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3372186},
doi = {10.1145/3336191.3372186},
timestamp = {Fri, 24 Jan 2020 11:22:16 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/KarimiT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/20/MuhannaS20,
author = {Rafi L. Muhanna and
Shahrokh Shahi},
editor = {Martine Ceberio and
Vladik Kreinovich},
title = {Uncertainty in Boundary Conditions - An Interval Finite Element Approach},
booktitle = {Decision Making under Constraints},
volume = {276},
pages = {157--167},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-40814-5\_20},
doi = {10.1007/978-3-030-40814-5\_20},
timestamp = {Thu, 26 Mar 2020 14:25:49 +0100},
biburl = {https://dblp.org/rec/books/sp/20/MuhannaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01810,
author = {David Mickisch and
Felix Assion and
Florens Gre{\ss}ner and
Wiebke G{\"{u}}nther and
Mariele Motta},
title = {Understanding the Decision Boundary of Deep Neural Networks: An Empirical
Study},
journal = {CoRR},
volume = {abs/2002.01810},
year = {2020},
url = {https://arxiv.org/abs/2002.01810},
eprinttype = {arXiv},
eprint = {2002.01810},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02273,
author = {Riccardo La Grassa and
Ignazio Gallo and
Nicola Landro},
title = {Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly
Sampled Data},
journal = {CoRR},
volume = {abs/2004.02273},
year = {2020},
url = {https://arxiv.org/abs/2004.02273},
eprinttype = {arXiv},
eprint = {2004.02273},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07985,
author = {Georgios Vlassopoulos and
Tim van Erven and
Henry Brighton and
Vlado Menkovski},
title = {Explaining Predictions by Approximating the Local Decision Boundary},
journal = {CoRR},
volume = {abs/2006.07985},
year = {2020},
url = {https://arxiv.org/abs/2006.07985},
eprinttype = {arXiv},
eprint = {2006.07985},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-07974,
author = {Shuyue Guan and
Murray H. Loew},
title = {Analysis of Generalizability of Deep Neural Networks Based on the
Complexity of Decision Boundary},
journal = {CoRR},
volume = {abs/2009.07974},
year = {2020},
url = {https://arxiv.org/abs/2009.07974},
eprinttype = {arXiv},
eprint = {2009.07974},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-07974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13853,
author = {Adrian Englhardt and
Holger Trittenbach and
Daniel Kottke and
Bernhard Sick and
Klemens B{\"{o}}hm},
title = {Efficient {SVDD} Sampling with Approximation Guarantees for the Decision
Boundary},
journal = {CoRR},
volume = {abs/2009.13853},
year = {2020},
url = {https://arxiv.org/abs/2009.13853},
eprinttype = {arXiv},
eprint = {2009.13853},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07212,
author = {Debajyoti Datta and
Shashwat Kumar and
Laura E. Barnes and
Tom Fletcher},
title = {Geometry matters: Exploring language examples at the decision boundary},
journal = {CoRR},
volume = {abs/2010.07212},
year = {2020},
url = {https://arxiv.org/abs/2010.07212},
eprinttype = {arXiv},
eprint = {2010.07212},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10209,
author = {Hanlei Zhang and
Hua Xu and
Ting{-}En Lin},
title = {Deep Open Intent Classification with Adaptive Decision Boundary},
journal = {CoRR},
volume = {abs/2012.10209},
year = {2020},
url = {https://arxiv.org/abs/2012.10209},
eprinttype = {arXiv},
eprint = {2012.10209},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13569,
author = {Yan Gao and
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title = {Dynamic-K Recommendation with Personalized Decision Boundary},
journal = {CoRR},
volume = {abs/2012.13569},
year = {2020},
url = {https://arxiv.org/abs/2012.13569},
eprinttype = {arXiv},
eprint = {2012.13569},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13569.bib},
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@article{DBLP:journals/apin/HamidzadehM19,
author = {Javad Hamidzadeh and
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title = {Identification of uncertainty and decision boundary for {SVM} classification
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volume = {49},
number = {6},
pages = {2030--2045},
year = {2019},
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doi = {10.1007/S10489-018-1374-0},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/HamidzadehM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/information/RodriguesEHT19,
author = {Francisco Caio M. Rodrigues and
Mateus Espadoto and
Roberto Hirata and
Alexandru C. Telea},
title = {Constructing and Visualizing High-Quality Classifier Decision Boundary
Maps},
journal = {Inf.},
volume = {10},
number = {9},
pages = {280},
year = {2019},
url = {https://doi.org/10.3390/info10090280},
doi = {10.3390/INFO10090280},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
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@article{DBLP:journals/jrie/AnyaTAH19,
author = {Obinna Anya and
Hissam Tawfik and
Mohammed M. Alani and
Jia Hu},
title = {Cybersecurity design considerations for cross-boundary clinical decision
support},
journal = {J. Reliab. Intell. Environ.},
volume = {5},
number = {2},
pages = {91--103},
year = {2019},
url = {https://doi.org/10.1007/s40860-019-00076-z},
doi = {10.1007/S40860-019-00076-Z},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
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@inproceedings{DBLP:conf/aaai/HeoLY019,
author = {Byeongho Heo and
Minsik Lee and
Sangdoo Yun and
Jin Young Choi},
title = {Knowledge Distillation with Adversarial Samples Supporting Decision
Boundary},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3771--3778},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013771},
doi = {10.1609/AAAI.V33I01.33013771},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeoLY019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cisim/BurdukB19,
author = {Robert Burduk and
Wojciech Bozejko},
editor = {Khalid Saeed and
Rituparna Chaki and
Valentina Janev},
title = {Gentle AdaBoost Algorithm with Score Function Dependent on the Distance
to Decision Boundary},
booktitle = {Computer Information Systems and Industrial Management - 18th International
Conference, {CISIM} 2019, Belgrade, Serbia, September 19-21, 2019,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11703},
pages = {303--310},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-28957-7\_25},
doi = {10.1007/978-3-030-28957-7\_25},
timestamp = {Sun, 25 Oct 2020 23:17:53 +0100},
biburl = {https://dblp.org/rec/conf/cisim/BurdukB19.bib},
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@inproceedings{DBLP:conf/grapp/EspadotoRT19,
author = {Mateus Espadoto and
Francisco Caio M. Rodrigues and
Alexandru C. Telea},
editor = {Andreas Kerren and
Christophe Hurter and
Jos{\'{e}} Braz},
title = {Visual Analytics of Multidimensional Projections for Constructing
Classifier Decision Boundary Maps},
booktitle = {Proceedings of the 14th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2019, Volume 3: IVAPP, Prague, Czech Republic, February 25-27, 2019},
pages = {28--38},
publisher = {SciTePress},
year = {2019},
url = {https://doi.org/10.5220/0007260800280038},
doi = {10.5220/0007260800280038},
timestamp = {Tue, 04 Jun 2019 15:50:39 +0200},
biburl = {https://dblp.org/rec/conf/grapp/EspadotoRT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iccv/FinlayPO19,
author = {Chris Finlay and
Aram{-}Alexandre Pooladian and
Adam M. Oberman},
title = {The LogBarrier Adversarial Attack: Making Effective Use of Decision
Boundary Information},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {4861--4869},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00496},
doi = {10.1109/ICCV.2019.00496},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/FinlayPO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icmlc/ZhangWNZN19,
author = {Jianjun Zhang and
Ting Wang and
Wing W. Y. Ng and
Shuai Zhang and
Chris D. Nugent},
title = {Undersampling Near Decision Boundary for Imbalance Problems},
booktitle = {2019 International Conference on Machine Learning and Cybernetics,
{ICMLC} 2019, Kobe, Japan, July 7-10, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICMLC48188.2019.8949290},
doi = {10.1109/ICMLC48188.2019.8949290},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmlc/ZhangWNZN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifuzzy/KimLKKKK19,
author = {Eun{-}Kyeong Kim and
Hansoo Lee and
Jin Yong Kim and
Baekcheon Kim and
Jonggeun Kim and
Sungshin Kim},
title = {Color Decision System for Ambiguous Color Boundary},
booktitle = {International Conference on Fuzzy Theory and Its Applications, iFUZZY
2019, New Taipei City, Taiwan, November 7-10, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/iFUZZY46984.2019.9066192},
doi = {10.1109/IFUZZY46984.2019.9066192},
timestamp = {Mon, 04 May 2020 12:29:00 +0200},
biburl = {https://dblp.org/rec/conf/ifuzzy/KimLKKKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mc/SchussG19,
author = {Martina Schu{\ss} and
Tom Gross},
editor = {Florian Alt and
Andreas Bulling and
Tanja D{\"{o}}ring},
title = {Boundary Management: Between Clear Separation and Ad-Hoc Decisions},
booktitle = {Proceedings of Mensch und Computer 2019, Hamburg, Germany, September
8-11, 2019},
pages = {547--551},
publisher = {{GI} / {ACM}},
year = {2019},
url = {https://dl.gi.de/handle/20.500.12116/24634},
doi = {10.1145/3340764.3344456},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mc/SchussG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10396,
author = {Chris Finlay and
Aram{-}Alexandre Pooladian and
Adam M. Oberman},
title = {The LogBarrier adversarial attack: making effective use of decision
boundary information},
journal = {CoRR},
volume = {abs/1903.10396},
year = {2019},
url = {http://arxiv.org/abs/1903.10396},
eprinttype = {arXiv},
eprint = {1903.10396},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02144,
author = {Jianbo Chen and
Michael I. Jordan},
title = {Boundary Attack++: Query-Efficient Decision-Based Adversarial Attack},
journal = {CoRR},
volume = {abs/1904.02144},
year = {2019},
url = {http://arxiv.org/abs/1904.02144},
eprinttype = {arXiv},
eprint = {1904.02144},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01857,
author = {Byungju Kim and
Junmo Kim},
title = {Adjusting Decision Boundary for Class Imbalanced Learning},
journal = {CoRR},
volume = {abs/1912.01857},
year = {2019},
url = {http://arxiv.org/abs/1912.01857},
eprinttype = {arXiv},
eprint = {1912.01857},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1912-11460,
author = {Hamid Karimi and
Tyler Derr and
Jiliang Tang},
title = {Characterizing the Decision Boundary of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1912.11460},
year = {2019},
url = {http://arxiv.org/abs/1912.11460},
eprinttype = {arXiv},
eprint = {1912.11460},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-11460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Bulushi18,
author = {Wisal Abbas Jaffer Al Bulushi},
title = {Governing open source communities through boundary decisions},
school = {University of Nottingham, {UK}},
year = {2018},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.757498},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Bulushi18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/NandanwarM18,
author = {Sharad Nandanwar and
M. Narasimha Murty},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Overlap-Robust Decision Boundary Learning for Within-Network Classification},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3844--3851},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11787},
doi = {10.1609/AAAI.V32I1.11787},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NandanwarM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/alt/LocatelliCK18,
author = {Andrea Locatelli and
Alexandra Carpentier and
Samory Kpotufe},
editor = {Firdaus Janoos and
Mehryar Mohri and
Karthik Sridharan},
title = {An Adaptive Strategy for Active Learning with Smooth Decision Boundary},
booktitle = {Algorithmic Learning Theory, {ALT} 2018, 7-9 April 2018, Lanzarote,
Canary Islands, Spain},
series = {Proceedings of Machine Learning Research},
volume = {83},
pages = {547--571},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v83/locatelli18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:24 +0200},
biburl = {https://dblp.org/rec/conf/alt/LocatelliCK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/AlbqmiLX18,
author = {Aisha Rashed Albqmi and
Yuefeng Li and
Yue Xu},
editor = {Tanja Mitrovic and
Bing Xue and
Xiaodong Li},
title = {Enhancing Decision Boundary Setting for Binary Text Classification},
booktitle = {{AI} 2018: Advances in Artificial Intelligence - 31st Australasian
Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11320},
pages = {799--811},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03991-2\_72},
doi = {10.1007/978-3-030-03991-2\_72},
timestamp = {Wed, 30 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/AlbqmiLX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasc/WooL18,
author = {Seongyoun Woo and
Chulhee Lee},
title = {Decision Boundary Formation of Deep Convolution Networks with ReLU},
booktitle = {2018 {IEEE} 16th Intl Conf on Dependable, Autonomic and Secure Computing,
16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf
on Big Data Intelligence and Computing and Cyber Science and Technology
Congress, DASC/PiCom/DataCom/CyberSciTech 2018, Athens, Greece, August
12-15, 2018},
pages = {885--888},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/DASC/PiCom/DataCom/CyberSciTec.2018.00-13},
doi = {10.1109/DASC/PICOM/DATACOM/CYBERSCITEC.2018.00-13},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasc/WooL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SamangoueiSNS18,
author = {Pouya Samangouei and
Ardavan Saeedi and
Liam Nakagawa and
Nathan Silberman},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {11214},
pages = {681--696},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01249-6\_41},
doi = {10.1007/978-3-030-01249-6\_41},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SamangoueiSNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TalukderDB18,
author = {A. K. M. Khaled Ahsan Talukder and
Kalyanmoy Deb and
Julian Blank},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Visualization of the boundary solutions of high dimensional pareto
front from a decision maker's perspective},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {201--202},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205651.3205782},
doi = {10.1145/3205651.3205782},
timestamp = {Wed, 21 Nov 2018 12:43:54 +0100},
biburl = {https://dblp.org/rec/conf/gecco/TalukderDB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icde/LiZXYLW18,
author = {Yuefeng Li and
Libiao Zhang and
Yue Xu and
Yiyu Yao and
Raymond Y. K. Lau and
Yutong Wu},
title = {Enhancing Binary Classification by Modeling Uncertain Boundary in
Three-Way Decisions (Extended Abstract)},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1827--1828},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00271},
doi = {10.1109/ICDE.2018.00271},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiZXYLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iclr/He0S18,
author = {Warren He and
Bo Li and
Dawn Song},
title = {Decision Boundary Analysis of Adversarial Examples},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BkpiPMbA-},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/He0S18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icpr/SongZR18,
author = {Ke Song and
Wei Zhang and
Xuewen Rong},
title = {{UAV} Target Tracking with {A} Boundary-Decision Network},
booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018,
Beijing, China, August 20-24, 2018},
pages = {2576--2581},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICPR.2018.8545872},
doi = {10.1109/ICPR.2018.8545872},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/SongZR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/rskt/ChenXZYZLWW18,
author = {Jie Chen and
Yang Xu and
Shu Zhao and
Yuan{-}Ting Yan and
Yanping Zhang and
Weiwei Li and
Qianqian Wang and
Xiangyang Wang},
editor = {Hung Son Nguyen and
Quang{-}Thuy Ha and
Tianrui Li and
Malgorzata Przybyla{-}Kasperek},
title = {A Method for Boundary Processing in Three-Way Decisions Based on Hierarchical
Feature Representation},
booktitle = {Rough Sets - International Joint Conference, {IJCRS} 2018, Quy Nhon,
Vietnam, August 20-24, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11103},
pages = {123--136},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99368-3\_10},
doi = {10.1007/978-3-319-99368-3\_10},
timestamp = {Thu, 15 Jul 2021 13:46:36 +0200},
biburl = {https://dblp.org/rec/conf/rskt/ChenXZYZLWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/socpros/VenkatesanP18,
author = {R. Venkatesan and
Sevugan Prabu},
editor = {Kedar Nath Das and
Jagdish Chand Bansal and
Kusum Deep and
Atulya K. Nagar and
Ponnambalam Pathipooranam and
Rani Chinnappa Naidu},
title = {Feature Extraction from Hyperspectral Image Using Decision Boundary
Feature Extraction Technique},
booktitle = {Soft Computing for Problem Solving - SocProS 2018, Volume 2, {VIT}
Vellore, India, December 17-19, 2018},
series = {Advances in Intelligent Systems and Computing},
volume = {1057},
pages = {927--940},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-15-0184-5\_79},
doi = {10.1007/978-981-15-0184-5\_79},
timestamp = {Sat, 20 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/socpros/VenkatesanP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1805-05532,
author = {Byeongho Heo and
Minsik Lee and
Sangdoo Yun and
Jin Young Choi},
title = {Knowledge Distillation with Adversarial Samples Supporting Decision
Boundary},
journal = {CoRR},
volume = {abs/1805.05532},
year = {2018},
url = {http://arxiv.org/abs/1805.05532},
eprinttype = {arXiv},
eprint = {1805.05532},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-05532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1808-05385,
author = {Yu Li and
Lizhong Ding and
Xin Gao},
title = {On the Decision Boundary of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1808.05385},
year = {2018},
url = {http://arxiv.org/abs/1808.05385},
eprinttype = {arXiv},
eprint = {1808.05385},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-05385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/et/Gomez-PauBF17,
author = {{\'{A}}lvaro G{\'{o}}mez{-}Pau and
Luz Balado and
Joan Figueras},
title = {Multi-Directional Space Tessellation to Improve the Decision Boundary
in Indirect Mixed-Signal Testing},
journal = {J. Electron. Test.},
volume = {33},
number = {3},
pages = {315--328},
year = {2017},
url = {https://doi.org/10.1007/s10836-017-5648-y},
doi = {10.1007/S10836-017-5648-Y},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/et/Gomez-PauBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/spl/ChoSCK17,
author = {Jea{-}Hyung Cho and
Wonseok Song and
Hyuk Choi and
Taejeong Kim},
title = {Hole Filling Method for Depth Image Based Rendering Based on Boundary
Decision},
journal = {{IEEE} Signal Process. Lett.},
volume = {24},
number = {3},
pages = {329--333},
year = {2017},
url = {https://doi.org/10.1109/LSP.2017.2661319},
doi = {10.1109/LSP.2017.2661319},
timestamp = {Wed, 26 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/ChoSCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/LiZXYLW17,
author = {Yuefeng Li and
Libiao Zhang and
Yue Xu and
Yiyu Yao and
Raymond Yiu{-}Keung Lau and
Yutong Wu},
title = {Enhancing Binary Classification by Modeling Uncertain Boundary in
Three-Way Decisions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {7},
pages = {1438--1451},
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doi = {10.1109/TKDE.2017.2681671},
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biburl = {https://dblp.org/rec/journals/tkde/LiZXYLW17.bib},
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@inproceedings{DBLP:conf/ccir/GaoGLL17,
author = {Yan Gao and
Jiafeng Guo and
Yanyan Lan and
Huaming Liao},
editor = {Ji{-}Rong Wen and
Jian{-}Yun Nie and
Tong Ruan and
Yiqun Liu and
Tieyun Qian},
title = {Dynamic-K Recommendation with Personalized Decision Boundary},
booktitle = {Information Retrieval - 23rd China conference, {CCIR} 2017, Shanghai,
China, July 13-14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10390},
pages = {17--29},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68699-8\_2},
doi = {10.1007/978-3-319-68699-8\_2},
timestamp = {Thu, 17 Sep 2020 08:23:04 +0200},
biburl = {https://dblp.org/rec/conf/ccir/GaoGLL17.bib},
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@inproceedings{DBLP:conf/cvpr/Oyallon17,
author = {Edouard Oyallon},
title = {Building a Regular Decision Boundary with Deep Networks},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1886--1894},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.204},
doi = {10.1109/CVPR.2017.204},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Oyallon17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icaisc/Burduk17,
author = {Robert Burduk},
editor = {Leszek Rutkowski and
Marcin Korytkowski and
Rafal Scherer and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {Integration Base Classifiers Based on Their Decision Boundary},
booktitle = {Artificial Intelligence and Soft Computing - 16th International Conference,
{ICAISC} 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {10246},
pages = {13--20},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59060-8\_2},
doi = {10.1007/978-3-319-59060-8\_2},
timestamp = {Thu, 23 Jun 2022 19:57:15 +0200},
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@inproceedings{DBLP:conf/iccv/HuijserG17,
author = {Miriam W. Huijser and
Jan C. van Gemert},
title = {Active Decision Boundary Annotation with Deep Generative Models},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {5296--5305},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.565},
doi = {10.1109/ICCV.2017.565},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
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@article{DBLP:journals/corr/HuijserG17,
author = {Miriam W. Huijser and
Jan C. van Gemert},
title = {Active Decision Boundary Annotation with Deep Generative Models},
journal = {CoRR},
volume = {abs/1703.06971},
year = {2017},
url = {http://arxiv.org/abs/1703.06971},
eprinttype = {arXiv},
eprint = {1703.06971},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuijserG17.bib},
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@article{DBLP:journals/corr/Oyallon17,
author = {Edouard Oyallon},
title = {Building a Regular Decision Boundary with Deep Networks},
journal = {CoRR},
volume = {abs/1703.01775},
year = {2017},
url = {http://arxiv.org/abs/1703.01775},
eprinttype = {arXiv},
eprint = {1703.01775},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Oyallon17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09294,
author = {Andrea Locatelli and
Alexandra Carpentier and
Samory Kpotufe},
title = {An Adaptive Strategy for Active Learning with Smooth Decision Boundary},
journal = {CoRR},
volume = {abs/1711.09294},
year = {2017},
url = {http://arxiv.org/abs/1711.09294},
eprinttype = {arXiv},
eprint = {1711.09294},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jsjkx/LiLL18b,
author = {Lihong Li and
Yan Li and
Baoxiang Liu},
title = {{\unicode{19977}}{\unicode{25903}}{\unicode{20915}}{\unicode{31574}}{\unicode{20013}}{\unicode{19981}}{\unicode{25215}}{\unicode{35834}}{\unicode{20915}}{\unicode{31574}}{\unicode{30340}}{\unicode{36716}}{\unicode{21270}}{\unicode{20195}}{\unicode{20215}}{\unicode{19982}}{\unicode{39118}}{\unicode{38505}}{\unicode{25511}}{\unicode{21046}}
(Cost and Risk Control of Conversion of Three-way Decisions' Boundary
Domain)},
journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}},
volume = {43},
number = {1},
pages = {77--80},
year = {2016},
url = {https://doi.org/10.11896/j.issn.1002-137X.2016.01.018},
doi = {10.11896/J.ISSN.1002-137X.2016.01.018},
timestamp = {Sat, 21 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsjkx/LiLL18b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jie Chen and
Yanping Zhang and
Shu Zhao},
title = {Multi-granular mining for boundary regions in three-way decision theory},
journal = {Knowl. Based Syst.},
volume = {91},
pages = {287--292},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2015.10.020},
doi = {10.1016/J.KNOSYS.2015.10.020},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ChenZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlc/QianCL16,
author = {Jin Qian and
Yu{-}Hui Chang and
Ping Lv},
title = {An attribute reduction framework for inconsistent decision tables
from view of the boundary region},
booktitle = {International Conference on Machine Learning and Cybernetics, {ICMLC}
2016, Jeju Island, South Korea, July 10-13, 2016},
pages = {207--212},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICMLC.2016.7860902},
doi = {10.1109/ICMLC.2016.7860902},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icmlc/QianCL16.bib},
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@inproceedings{DBLP:conf/rskt/ZhangWCFZZW16,
author = {Yanping Zhang and
Gang Wang and
Jie Chen and
Liandi Fang and
Shu Zhao and
Ling Zhang and
Xiangyang Wang},
editor = {V{\'{\i}}ctor Flores and
Fernando A. C. Gomide and
Andrzej Janusz and
Claudio Meneses and
Duoqian Miao and
Georg Peters and
Dominik Slezak and
Guoyin Wang and
Richard Weber and
Yiyu Yao},
title = {Research on Cost-Sensitive Method for Boundary Region in Three-Way
Decision Model},
booktitle = {Rough Sets - International Joint Conference, {IJCRS} 2016, Santiago
de Chile, Chile, October 7-11, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9920},
pages = {261--271},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47160-0\_24},
doi = {10.1007/978-3-319-47160-0\_24},
timestamp = {Thu, 14 Oct 2021 10:26:19 +0200},
biburl = {https://dblp.org/rec/conf/rskt/ZhangWCFZZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/eor/BrunelliF15,
author = {Matteo Brunelli and
Michele Fedrizzi},
title = {Boundary properties of the inconsistency of pairwise comparisons in
group decisions},
journal = {Eur. J. Oper. Res.},
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number = {3},
pages = {765--773},
year = {2015},
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@article{DBLP:journals/jip/KanedaPZL15,
author = {Yuya Kaneda and
Yan Pei and
Qiangfu Zhao and
Yong Liu},
title = {Improving the Performance of the Decision Boundary Making Algorithm
via Outlier Detection},
journal = {J. Inf. Process.},
volume = {23},
number = {4},
pages = {497--504},
year = {2015},
url = {https://doi.org/10.2197/ipsjjip.23.497},
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timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jmlr/VarandoBL15,
author = {Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Decision boundary for discrete Bayesian network classifiers},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2725--2749},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912086},
doi = {10.5555/2789272.2912086},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/sj/CharwandAHN15,
author = {Mansour Charwand and
Abdollah Ahmadi and
Alireza Heidari and
Ali Esmaeel Nezhad},
title = {Benders Decomposition and Normal Boundary Intersection Method for
Multiobjective Decision Making Framework for an Electricity Retailer
in Energy Markets},
journal = {{IEEE} Syst. J.},
volume = {9},
number = {4},
pages = {1475--1484},
year = {2015},
url = {https://doi.org/10.1109/JSYST.2014.2331322},
doi = {10.1109/JSYST.2014.2331322},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sj/CharwandAHN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tele/TawfikA15,
author = {Hissam Tawfik and
Obinna Anya},
title = {Evaluating practice-centered awareness in cross-boundary telehealth
decision support systems},
journal = {Telematics Informatics},
volume = {32},
number = {3},
pages = {486--503},
year = {2015},
url = {https://doi.org/10.1016/j.tele.2014.11.002},
doi = {10.1016/J.TELE.2014.11.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tele/TawfikA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/clrimg/LuAWPLG15,
author = {Cheng Lu and
Jan P. Allebach and
Jerry K. Wagner and
Brandi Pitta and
David Larson and
Yandong Guo},
editor = {Reiner Eschbach and
Gabriel G. Marcu and
Alessandro Rizzi},
title = {Online image classification under monotonic decision boundary constraint},
booktitle = {Color Imaging {XX:} Displaying, Processing, Hardcopy, and Applications,
San Francisco, California, USA, February 9-12, 2015},
series = {{SPIE} Proceedings},
volume = {9395},
pages = {93950C},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2083420},
doi = {10.1117/12.2083420},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clrimg/LuAWPLG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ecoc/WangZLCLYW15,
author = {Danshi Wang and
Min Zhang and
Ze Li and
Yue Cui and
Jingdan Liu and
Yang Yang and
Hongxiang Wang},
title = {Nonlinear decision boundary created by a machine learning-based classifier
to mitigate nonlinear phase noise},
booktitle = {European Conference on Optical Communication, {ECOC} 2015, Valencia,
Spain, September 27 - October 1, 2015},
pages = {1--3},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ECOC.2015.7341753},
doi = {10.1109/ECOC.2015.7341753},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecoc/WangZLCLYW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/recsys/ParkKOY15,
author = {Chanyoung Park and
Donghyun Kim and
Jinoh Oh and
Hwanjo Yu},
editor = {David Ben{-}Shimon and
Michael Friedmann and
Lior Rokach and
Bracha Shapira},
title = {Predicting User Purchase in E-commerce by Comprehensive Feature Engineering
and Decision Boundary Focused Under-Sampling},
booktitle = {Proceedings of the 2015 International {ACM} Recommender Systems Challenge,
RecSys Challenge 2015, Vienna, Austria, September 16-20, 2015},
pages = {8:1--8:4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2813448.2813517},
doi = {10.1145/2813448.2813517},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/ParkKOY15.bib},
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@incollection{DBLP:series/sci/DiamantiniGP15,
author = {Claudia Diamantini and
Alberto Gemelli and
Domenico Potena},
editor = {Urszula Stanczyk and
Lakhmi C. Jain},
title = {A Geometric Approach to Feature Ranking Based Upon Results of Effective
Decision Boundary Feature Matrix},
booktitle = {Feature Selection for Data and Pattern Recognition},
series = {Studies in Computational Intelligence},
volume = {584},
pages = {45--69},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-45620-0\_4},
doi = {10.1007/978-3-662-45620-0\_4},
timestamp = {Fri, 02 Nov 2018 09:26:56 +0100},
biburl = {https://dblp.org/rec/series/sci/DiamantiniGP15.bib},
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author = {Andrew David Madden},
title = {Interpreting the world across a boundary: The evolution of information
from life's first decisions to the information society},
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author = {Yan{-}Tsung Peng and
Pamela C. Cosman},
editor = {Michael B. Matthews},
title = {Weighted boundary matching error concealment for {HEVC} using block
partition decisions},
booktitle = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2014, Pacific Grove, CA, USA, November 2-5, 2014},
pages = {921--925},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ACSSC.2014.7094587},
doi = {10.1109/ACSSC.2014.7094587},
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biburl = {https://dblp.org/rec/conf/acssc/PengC14.bib},
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@inproceedings{DBLP:conf/isic/KanedaPZL14,
author = {Yuya Kaneda and
Yan Pei and
Qiangfu Zhao and
Yong Liu},
title = {Improving performance of decision boundary making with support vector
machine based outlier detection},
booktitle = {2014 {IEEE} International Symposium on Independent Computing, {ISIC}
2014, Orlando, FL, USA, December 9-12, 2014},
pages = {32--37},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/INDCOMP.2014.7011745},
doi = {10.1109/INDCOMP.2014.7011745},
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biburl = {https://dblp.org/rec/conf/isic/KanedaPZL14.bib},
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@inproceedings{DBLP:conf/rskt/LiSL14,
author = {Ping Li and
Lin Shang and
Huaxiong Li},
editor = {Duoqian Miao and
Witold Pedrycz and
Dominik Slezak and
Georg Peters and
Qinghua Hu and
Ruizhi Wang},
title = {A Method to Reduce Boundary Regions in Three-Way Decision Theory},
booktitle = {Rough Sets and Knowledge Technology - 9th International Conference,
{RSKT} 2014, Shanghai, China, October 24-26, 2014, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8818},
pages = {834--843},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11740-9\_76},
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@inproceedings{DBLP:conf/smc/KanedaPZL14,
author = {Yuya Kaneda and
Yan Pei and
Qiangfu Zhao and
Yong Liu},
title = {Study on the effect of learning parameters on decision boundary making
algorithm},
booktitle = {2014 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2014, San Diego, CA, USA, October 5-8, 2014},
pages = {705--710},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SMC.2014.6973992},
doi = {10.1109/SMC.2014.6973992},
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author = {Matteo Brunelli and
Michele Fedrizzi},
title = {Boundary properties of the inconsistency of pairwise comparisons in
group decisions},
journal = {CoRR},
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year = {2014},
url = {http://arxiv.org/abs/1408.0651},
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Chao Sima and
Ulisses M. Braga{-}Neto and
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title = {Decision Boundary Evaluation of Optimum and Suboptimum Detectors in
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year = {2013},
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@inproceedings{DBLP:conf/dese/AnyaTN13,
author = {Obinna Anya and
Hissam Tawfik and
Atulya Kumar Nagar},
title = {ContextMorph: {A} Model of Context-Aware Cross-Boundary Decision Support
in E-Health},
booktitle = {Sixth International Conference on Developments in eSystems Engineering,
DeSE 2013, Abu Dhabi, United Arab Emirates, December 16-18, 2013},
pages = {361--366},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.ieeecomputersociety.org/10.1109/DeSE.2013.70},
doi = {10.1109/DESE.2013.70},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dese/AnyaTN13.bib},
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@inproceedings{DBLP:conf/icawst/0012ZY13,
author = {Yong Liu and
Qiangfu Zhao and
Neil Y. Yen},
title = {Make decision boundary smoother by transition learning},
booktitle = {International Joint Conference on Awareness Science and Technology
{\&} Ubi-Media Computing, iCAST 2013 {\&} {UMEDIA} 2013, Aizuwakamatsu,
Japan, November 2-4, 2013},
pages = {58--63},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICAwST.2013.6765409},
doi = {10.1109/ICAWST.2013.6765409},
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author = {Yuya Kaneda and
Qiangfu Zhao and
Yong Liu and
Neil Y. Yen},
title = {Inducing high performance neural networks based on an improved decision
boundary making algorithm},
booktitle = {International Joint Conference on Awareness Science and Technology
{\&} Ubi-Media Computing, iCAST 2013 {\&} {UMEDIA} 2013, Aizuwakamatsu,
Japan, November 2-4, 2013},
pages = {497--503},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICAwST.2013.6765491},
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author = {Mennan G{\"{u}}der and
Nihan Kesim Cicekli},
title = {Dichotomic Decision Cascading for Video Shot Boundary Detection},
booktitle = {2013 {IEEE} International Symposium on Multimedia, {ISM} 2013, Anaheim,
CA, USA, December 9-11, 2013},
pages = {227--230},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ISM.2013.43},
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author = {Yuya Kaneda and
Qiangfu Zhao and
Yong Liu and
Neil Y. Yen},
title = {Induction of High Performance Neural Networks Based on Decision Boundary
Making},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
pages = {2831--2836},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SMC.2013.483},
doi = {10.1109/SMC.2013.483},
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title = {Practice-centred e-health system design for cross-boundary clinical
decision support},
school = {University of Liverpool, {UK}},
year = {2012},
url = {http://repository.liv.ac.uk/9053/},
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author = {Noem{\'{\i}} P{\'{e}}rez{-}D{\'{\i}}az and
David Ruano{-}Ord{\'{a}}s and
Jos{\'{e}} Ram{\'{o}}n M{\'{e}}ndez and
Juan F. G{\'{a}}lvez and
Florentino Fdez{-}Riverola},
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@article{DBLP:journals/tie/KangRSS12,
author = {Yeonsik Kang and
Chi{-}won Roh and
SeungBeum Suh and
Bongsob Song},
title = {A Lidar-Based Decision-Making Method for Road Boundary Detection Using
Multiple Kalman Filters},
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author = {Hissam Tawfik and
Obinna Anya and
Atulya K. Nagar},
title = {Understanding Clinical Work Practices for Cross-Boundary Decision
Support in e-Health},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {16},
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author = {Kyohei Watarai and
Qiangfu Zhao and
Yuya Kaneda},
title = {Decision boundary learning based on particle swarm optimization},
booktitle = {4th International Conference on Awareness Science and Technology,
iCAST 2012, Seoul, South Korea, August 21-24, 2012},
pages = {41--45},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/iCAwST.2012.6469586},
doi = {10.1109/ICAWST.2012.6469586},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/icawst/WataraiZK12.bib},
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author = {Kyohei Watarai and
Qiangfu Zhao and
Yuya Kaneda},
title = {Decision boundary learning based on an improved {PSO} algorithm},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man,
and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
2012},
pages = {2958--2962},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICSMC.2012.6378244},
doi = {10.1109/ICSMC.2012.6378244},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/WataraiZK12.bib},
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author = {Ozan {\"{O}}zcan and
Kingsley Anthony Reeves},
title = {The Firm Boundary Decision for Sustainability-Focused Companies},
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author = {Obinna Anya and
Hissam Tawfik and
Atulya Nagar and
Abdul Hakim H. M. Mohamed},
title = {CaDHealth: Designing and Prototyping for Cross-Boundary Decision Support
in E-Health},
booktitle = {2011 Developments in E-systems Engineering, DeSE 2011, Dubai, United
Arab Emirates, December 6-8, 2011},
pages = {111--116},
publisher = {{IEEE} Computer Society},
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url = {https://doi.org/10.1109/DeSE.2011.77},
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timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
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author = {Malcolm Farrow and
Michael Goldstein},
title = {Sensitivity of decisions with imprecise utility trade-off parameters
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author = {Ruchira Mathur and
Kevin J. Keen and
Letha H. Etzkorn},
editor = {H. Conrad Cunningham and
Paul Ruth and
Nicholas A. Kraft},
title = {Towards an object-oriented complexity metric at the runtime boundary
based on decision points in code},
booktitle = {Proceedings of the 48th Annual Southeast Regional Conference, 2010,
Oxford, MS, USA, April 15-17, 2010},
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publisher = {{ACM}},
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author = {Jae Hee Park and
Seong{-}Dae Kim and
Wook Joong Kim},
title = {A decision-boundary-oriented feature selection method and its application
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author = {Yong{-}Soo Kim},
editor = {Wen Yu and
Haibo He and
Nian Zhang},
title = {Fuzzy Neural Network with a Fuzzy Learning Rule Emphasizing Data Near
Decision Boundary},
booktitle = {Advances in Neural Networks - {ISNN} 2009, 6th International Symposium
on Neural Networks, {ISNN} 2009, Wuhan, China, May 26-29, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5552},
pages = {201--207},
publisher = {Springer},
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@inproceedings{DBLP:conf/ncm/WangWS09,
author = {Xing Wang and
Xin Wang and
Zhaonan Sun},
editor = {Jinhwa Kim and
Dursun Delen and
Jinsoo Park and
Franz Ko and
Chen Rui and
Jong Hyung Lee and
Jian Wang and
Gang Kou},
title = {Comparison on Confidence Bands of Decision Boundary between {SVM}
and Logistic Regression},
booktitle = {International Conference on Networked Computing and Advanced Information
Management, {NCM} 2009, Fifth International Joint Conference on INC,
{IMS} and {IDC:} {INC} 2009: International Conference on Networked
Computing, {IMS} 2009: International Conference on Advanced Information
Management and Service, {IDC} 2009: International Conference on Digital
Content, Multimedia Technology and its Applications, Seoul, Korea,
August 25-27, 2009},
pages = {272--277},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/NCM.2009.281},
doi = {10.1109/NCM.2009.281},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
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author = {Shoushan Li and
Chu{-}Ren Huang},
editor = {Olivia Kwong},
title = {Word Boundary Decision with {CRF} for Chinese Word Segmentation},
booktitle = {Proceedings of the 23rd Pacific Asia Conference on Language, Information
and Computation, {PACLIC} 23, Hong Kong, China, December 3-5, 2009},
pages = {726--732},
publisher = {City University of Hong Kong Press},
year = {2009},
url = {https://aclanthology.org/Y09-2034/},
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author = {Lane Brooks and
Hae{-}Seung Lee},
title = {Background Calibration of Pipelined ADCs Via Decision Boundary Gap
Estimation},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {55-I},
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doi = {10.1109/TCSI.2008.925373},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Seong{-}Yoon Shin and
Cheng Gao and
Seong{-}Eun Baek and
Sangjoon Park and
Jung{-}Hoon Shin and
Yang{-}Won Rhee},
editor = {Osvaldo Gervasi and
Beniamino Murgante and
Antonio Lagan{\`{a}} and
David Taniar and
Youngsong Mun and
Marina L. Gavrilova},
title = {Shot Boundary Detection Using a Global Decision Tree in Ubiquitous
Environment},
booktitle = {Computational Science and Its Applications - {ICCSA} 2008, International
Conference, Perugia, Italy, June 30 - July 3, 2008, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {5073},
pages = {390--398},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69848-7\_32},
doi = {10.1007/978-3-540-69848-7\_32},
timestamp = {Tue, 14 May 2019 10:00:43 +0200},
biburl = {https://dblp.org/rec/conf/iccsa/ShinGBPSR08.bib},
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@inproceedings{DBLP:conf/icdm/YoshidaIYMSM08,
author = {Keigo Yoshida and
Minoru Inui and
Takehisa Yairi and
Kazuo Machida and
Masaki Shioya and
Yoshio Masukawa},
title = {Identification of Causal Variables for Building Energy Fault Detection
by Semi-supervised {LDA} and Decision Boundary Analysis},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {164--173},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.44},
doi = {10.1109/ICDMW.2008.44},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YoshidaIYMSM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Isidro B. Nieto and
Refugio Vallejo},
title = {A decision boundary hyperplane for the vector space of conics using
a polinomial kernel in m-Euclidean space},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {1273--1278},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4633962},
doi = {10.1109/IJCNN.2008.4633962},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NietoV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iske/YanX08,
author = {Zhiyong Yan and
Congfu Xu},
title = {Using decision boundary to analyze classifiers},
booktitle = {3rd International Conference on Intelligent System and Knowledge Engineering,
{ISKE} 2008, Xiamen, China, November 17-19, 2008},
pages = {302--307},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISKE.2008.4730945},
doi = {10.1109/ISKE.2008.4730945},
timestamp = {Wed, 10 Nov 2021 12:36:01 +0100},
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author = {Isabelle Alvarez and
Stephan Bernard and
Guillaume Deffuant},
editor = {Manuela M. Veloso},
title = {Keep the Decision Tree and Estimate the Class Probabilities Using
its Decision Boundary},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {654--659},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/104.pdf},
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author = {Catalin Bidian and
Eric S. K. Yu},
editor = {Carina Frota Alves and
Vera Werneck and
Luiz Marcio Cysneiros},
title = {Towards Variability Design as Decision Boundary Placement},
booktitle = {Anais do {WER07} - Workshop em Engenharia de Requisitos, Toronto,
Canada, May 17-18, 2007},
pages = {139--148},
year = {2007},
url = {http://wer.inf.puc-rio.br/WERpapers/artigos/artigos\_WER07/Pwer07-bidian.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
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author = {Isidro B. Nieto and
Refugio Vallejo},
title = {Clifford Algebra of the Vector Space of Conics for decision boundary
Hyperplanes in m-Euclidean Space},
journal = {CoRR},
volume = {abs/0707.3979},
year = {2007},
url = {http://arxiv.org/abs/0707.3979},
eprinttype = {arXiv},
eprint = {0707.3979},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0707-3979.bib},
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@inproceedings{DBLP:conf/acri/KangJY06,
author = {Byung{-}Heon Kang and
Jun{-}Cheol Jeon and
Kee{-}Young Yoo},
editor = {Samira El Yacoubi and
Bastien Chopard and
Stefania Bandini},
title = {Decision Algorithms for Cellular Automata States Based on Periodic
Boundary Condition},
booktitle = {Cellular Automata, 7th International Conference on Cellular Automata,
for Research and Industry, {ACRI} 2006, Perpignan, France, September
20-23, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4173},
pages = {104--111},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11861201\_15},
doi = {10.1007/11861201\_15},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/acri/KangJY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Sansanee Auephanwiriyakul and
Sompong Dhompongsa},
title = {An Investigation of a Linguistic Perceptron in a Nonlinear Decision
Boundary Problem},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2006,
Vancouver, BC, Canada, July 16-21, 2006},
pages = {1240--1246},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/FUZZY.2006.1681868},
doi = {10.1109/FUZZY.2006.1681868},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AuephanwiriyakulD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icnc/KangJY06,
author = {Byung{-}Heon Kang and
Jun{-}Cheol Jeon and
Kee{-}Young Yoo},
editor = {Licheng Jiao and
Lipo Wang and
Xinbo Gao and
Jing Liu and
Feng Wu},
title = {Evolutionary Algorithms for Group/Non-group Decision in Periodic Boundary
{CA}},
booktitle = {Advances in Natural Computation, Second International Conference,
{ICNC} 2006, Xi'an, China, September 24-28, 2006. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {4221},
pages = {629--632},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11881070\_86},
doi = {10.1007/11881070\_86},
timestamp = {Mon, 19 Apr 2021 14:35:00 +0200},
biburl = {https://dblp.org/rec/conf/icnc/KangJY06.bib},
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author = {Catalin Bidian},
title = {From stakeholder goals to product features: towards a role-based variability
framework with decision boundary},
booktitle = {Proceedings of the 2006 International Conference on Privacy, Security
and Trust: Bridge the Gap Between {PST} Technologies and Business
Services, {PST} 2006, Markham, Ontario, Canada, October 30 - November
1, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {380},
pages = {79},
publisher = {{ACM}},
year = {2006},
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doi = {10.1145/1501434.1501526},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pst/Bidian06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Ricardo Barandela and
Francesc J. Ferri and
Jos{\'{e}} Salvador S{\'{a}}nchez},
title = {Decision boundary preserving prototype selection for nearest neighbor
classification},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
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number = {6},
pages = {787--806},
year = {2005},
url = {https://doi.org/10.1142/S0218001405004332},
doi = {10.1142/S0218001405004332},
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biburl = {https://dblp.org/rec/journals/ijprai/BarandelaFS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jiayong Zhang and
Yanxi Liu},
title = {{SVM} decision boundary based discriminative subspace induction},
journal = {Pattern Recognit.},
volume = {38},
number = {10},
pages = {1746--1758},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2005.01.016},
doi = {10.1016/J.PATCOG.2005.01.016},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangL05a.bib},
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@article{DBLP:journals/tmi/EdwardsM05,
author = {Darrin C. Edwards and
Charles E. Metz},
title = {Restrictions on the three-class ideal observer's decision boundary
lines},
journal = {{IEEE} Trans. Medical Imaging},
volume = {24},
number = {12},
pages = {1566--1573},
year = {2005},
url = {https://doi.org/10.1109/TMI.2005.859212},
doi = {10.1109/TMI.2005.859212},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/EdwardsM05.bib},
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@inproceedings{DBLP:conf/avbpa/ZhangCG05,
author = {Baochang Zhang and
Xilin Chen and
Wen Gao},
editor = {Takeo Kanade and
Anil K. Jain and
Nalini K. Ratha},
title = {Discriminant Analysis Based on Kernelized Decision Boundary for Face
Recognition},
booktitle = {Audio- and Video-Based Biometric Person Authentication, 5th International
Conference, {AVBPA} 2005, Hilton Rye Town, NY, USA, July 20-22, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3546},
pages = {966--976},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527923\_101},
doi = {10.1007/11527923\_101},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/avbpa/ZhangCG05.bib},
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@inproceedings{DBLP:conf/ciit/KonishiINN04,
author = {Satoshi Konishi and
Masayuki Ishizaki and
Shinobu Nanba and
Shinichi Nomoto},
editor = {M. H. Hamza},
title = {Dynamic {TDD} boundary decision algorithms for wireless communications
systems using {TDD}},
booktitle = {{IASTED} International Conference on Communications, Internet, and
Information Technology, November 22 - 24, 2004, St. Thomas, {US} Virgin
Islands, {USA}},
pages = {25--31},
publisher = {{IASTED/ACTA} Press},
year = {2004},
timestamp = {Thu, 05 Jul 2018 07:27:58 +0200},
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@inproceedings{DBLP:conf/icassp/HungLK04,
author = {Kun{-}Chien Hung and
David W. Lin and
Chun{-}Nan Ke},
title = {Variable-step-size multimodulus blind decision-feedback equalization
for high-order {QAM} based on boundary {MSE} estimation},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {881--884},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326968},
doi = {10.1109/ICASSP.2004.1326968},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HungLK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icpr/ZhuHT04,
author = {Hui Zhu and
Jianhua Huang and
Xianglong Tang},
title = {Comparing Decision Boundary Curvature},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {450--453},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334563},
doi = {10.1109/ICPR.2004.1334563},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ZhuHT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iscis/GulerG04,
author = {Nilg{\"{u}}n G{\"{u}}ler and
Fikret S. G{\"{u}}rgen},
editor = {Cevdet Aykanat and
Tugrul Dayar and
Ibrahim Korpeoglu},
title = {The Effects of Data Properties on Local, Piecewise, Global, Mixture
of Experts, and Boundary-Optimized Classifiers for Medical Decision
Making},
booktitle = {Computer and Information Sciences - {ISCIS} 2004, 19th International
Symposium, Kemer-Antalya, Turkey, October 27-29, 2004. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3280},
pages = {51--61},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30182-0\_6},
doi = {10.1007/978-3-540-30182-0\_6},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/iscis/GulerG04.bib},
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@inproceedings{DBLP:conf/sebd/DiamantiniPP04,
author = {Claudia Diamantini and
Maurizio Panti and
Domenico Potena},
editor = {Maristella Agosti and
Nicoletta Dess{\`{\i}} and
Fabio Alberto Schreiber},
title = {Choosing the Right Classifier: An Approach to Decision Boundary Characterization
for a {KDD} User Support System},
booktitle = {Proceedings of the Twelfth Italian Symposium on Advanced Database
Systems, {SEBD} 2004, S. Margherita di Pula, Cagliari, Italy, June
21-23, 2004},
pages = {238--249},
year = {2004},
timestamp = {Wed, 15 Jan 2020 18:09:51 +0100},
biburl = {https://dblp.org/rec/conf/sebd/DiamantiniPP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijon/Nitta03,
author = {Tohru Nitta},
title = {On the inherent property of the decision boundary in complex-valued
neural networks},
journal = {Neurocomputing},
volume = {50},
pages = {291--303},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(02)00568-4},
doi = {10.1016/S0925-2312(02)00568-4},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Nitta03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/caip/GoL03,
author = {Jinwook Go and
Chulhee Lee},
editor = {Nicolai Petkov and
Michel A. Westenberg},
title = {Analytical Decision Boundary Feature Extraction for Neural Networks
with Multiple Hidden Layers},
booktitle = {Computer Analysis of Images and Patterns, 10th International Conference,
{CAIP} 2003, Groningen, The Netherlands, August 25-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2756},
pages = {579--587},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45179-2\_71},
doi = {10.1007/978-3-540-45179-2\_71},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/caip/GoL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cbms/RebernakLKZ03,
author = {Damijan Rebernak and
Mitja Lenic and
Peter Kokol and
Viljem Zumer},
title = {Finding Boundary Subjects for Medical Decision Support with Support
Vector Machines},
booktitle = {16th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2003),
26-27 June 2003, New York, NY, {USA}},
pages = {385--390},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/CBMS.2003.1212819},
doi = {10.1109/CBMS.2003.1212819},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/RebernakLKZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/igarss/GoL03,
author = {Jinwook Go and
Chulhee Lee},
title = {Optimality of decision boundary feature extraction for multiclass
problems},
booktitle = {2003 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2003, Toulouse, France, July 21-15, 2003},
pages = {2051--2053},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/IGARSS.2003.1294336},
doi = {10.1109/IGARSS.2003.1294336},
timestamp = {Fri, 07 May 2021 10:04:02 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GoL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/igarss/KawanoK03a,
author = {Koichi Kawano and
Jun{-}ichi Kudoh},
title = {Boundary decision method for sea detection of the N-land database},
booktitle = {2003 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2003, Toulouse, France, July 21-15, 2003},
pages = {3462--3464},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/IGARSS.2003.1294822},
doi = {10.1109/IGARSS.2003.1294822},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/KawanoK03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/interspeech/KimKY03,
author = {Jong Uk Kim and
Sang{-}Gyun Kim and
Chang D. Yoo},
title = {A robust and sensitive word boundary decision algorithm},
booktitle = {8th European Conference on Speech Communication and Technology, {EUROSPEECH}
2003 - {INTERSPEECH} 2003, Geneva, Switzerland, September 1-4, 2003},
pages = {2857--2860},
publisher = {{ISCA}},
year = {2003},
url = {https://doi.org/10.21437/Eurospeech.2003-39},
doi = {10.21437/EUROSPEECH.2003-39},
timestamp = {Thu, 22 Jun 2023 16:42:17 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/KimKY03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icai/LeeGK02,
author = {Chulhee Lee and
Jinwook Go and
Heeyoung Kim},
editor = {Hamid R. Arabnia and
Youngsong Mun},
title = {Decision Boundary Feature Extraction for Equalizers},
booktitle = {Proceedings of the International Conference on Artificial Intelligence,
{IC-AI} '02, June 24 - 27, 2002, Las Vegas, Nevada, USA, Volume 3},
pages = {1047--1052},
publisher = {{CSREA} Press},
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@inproceedings{DBLP:conf/icdm/LiW02,
author = {Jinyan Li and
Limsoon Wong},
title = {Solving the Fragmentation Problem of Decision Trees by Discovering
Boundary Emerging Patterns},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {653--656},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1184021},
doi = {10.1109/ICDM.2002.1184021},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiW02.bib},
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@inproceedings{DBLP:conf/icip/KimKK02,
author = {Tae{-}Kyun Kim and
Donggeon Kong and
Sang Ryong Kim},
title = {Learning a decision boundary for face detection},
booktitle = {Proceedings of the 2002 International Conference on Image Processing,
{ICIP} 2002, Rochester, New York, USA, September 22-25, 2002},
pages = {920--923},
publisher = {{IEEE}},
year = {2002},
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editor = {Pat Langley},
title = {Adaptive Resolution Model-Free Reinforcement Learning: Decision Boundary
Partitioning},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {783--790},
publisher = {Morgan Kaufmann},
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@inproceedings{DBLP:conf/smc/GoL00,
author = {Jinwook Go and
Chulhee Lee},
title = {Analytical decision boundary feature extraction for neural networks
for the recognition of unconstrained handwritten digits},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: "Cybernetics Evolving to Systems, Humans, Organizations,
and their Complex Interactions", Sheraton Music City Hotel, Nashville,
Tennessee, USA, 8-11 October 2000},
pages = {2731--2734},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICSMC.2000.884409},
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@inproceedings{DBLP:conf/icics/Markantonakis99,
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editor = {Vijay Varadharajan and
Yi Mu},
title = {Boundary Conditions that Influence Decisions about Log File Formats
in Multi-Application Smart Cards},
booktitle = {Information and Communication Security, Second International Conference,
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series = {Lecture Notes in Computer Science},
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publisher = {Springer},
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biburl = {https://dblp.org/rec/conf/icics/Markantonakis99.bib},
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@inproceedings{DBLP:conf/ijcnn/McLeanBO99,
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Zuhair Bandar and
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real world data models},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
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publisher = {{IEEE}},
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title = {Rule Improvement Through Decision Boundary Detection Using Sensitivity
Analysis},
booktitle = {Engineering Applications of Bio-Inspired Artificial Neural Networks,
International Work-Conference on Artificial and Natural Neural Networks,
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series = {Lecture Notes in Computer Science},
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publisher = {Springer},
year = {1999},
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