Search dblp for Publications

export results for "decision boundary"

 download as .bib file

@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}
}
@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}
}
@article{DBLP:journals/eswa/SuZXZF24,
  author       = {Zhiheng Su and
                  Jiyang Zhang and
                  Hongbing Xu and
                  Jianxiao Zou and
                  Shicai Fan},
  title        = {Deep semi-supervised transfer learning method on few source data with
                  sensitivity-aware decision boundary adaptation for intelligent fault
                  diagnosis},
  journal      = {Expert Syst. Appl.},
  volume       = {249},
  pages        = {123714},
  year         = {2024}
}
@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}
}
@article{DBLP:journals/kbs/ZhongJWLW24,
  author       = {Jian Zhong and
                  Qianfen Jiao and
                  Si Wu and
                  Cheng Liu and
                  Hau{-}San Wong},
  title        = {Cluster-based Adversarial Decision Boundary for domain-adaptive open
                  set recognition},
  journal      = {Knowl. Based Syst.},
  volume       = {289},
  pages        = {111478},
  year         = {2024}
}
@inproceedings{DBLP:conf/coling/JinLCSK24,
  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},
  booktitle    = {{LREC/COLING}},
  pages        = {5930--5943},
  publisher    = {{ELRA} and {ICCL}},
  year         = {2024}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/LiuLM0XW23,
  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},
  booktitle    = {{AAAI}},
  pages        = {13291--13299},
  publisher    = {{AAAI} Press},
  year         = {2023}
}
@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    = {{CVPR}},
  pages        = {7766--7775},
  publisher    = {{IEEE}},
  year         = {2023}
}
@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    = {{I2MTC}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icaisc/TrajdosBK23,
  author       = {Pawel Trajdos and
                  Robert Burduk and
                  Andrzej Kasprzak},
  title        = {Combining Linear Classifiers Using Score Function Based on Distance
                  to Decision Boundary},
  booktitle    = {{ICAISC} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14126},
  pages        = {402--411},
  publisher    = {Springer},
  year         = {2023}
}
@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    = {{ICCV}},
  pages        = {14294--14304},
  publisher    = {{IEEE}},
  year         = {2023}
}
@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    = {{ICCV} (Workshops)},
  pages        = {3493--3503},
  publisher    = {{IEEE}},
  year         = {2023}
}
@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    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2023}
}
@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    = {{ICMU}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/ida/HinderVBH23,
  author       = {Fabian Hinder and
                  Valerie Vaquet and
                  Johannes Brinkrolf and
                  Barbara Hammer},
  title        = {On the Change of Decision Boundary and Loss in Learning with Concept
                  Drift},
  booktitle    = {{IDA}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13876},
  pages        = {182--194},
  publisher    = {Springer},
  year         = {2023}
}
@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    = {{NOSSDAV}},
  pages        = {50--57},
  publisher    = {{ACM}},
  year         = {2023}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aistats/0002SXSS22,
  author       = {Han Bao and
                  Takuya Shimada and
                  Liyuan Xu and
                  Issei Sato and
                  Masashi Sugiyama},
  title        = {Pairwise Supervision Can Provably Elicit a Decision Boundary},
  booktitle    = {{AISTATS}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {2618--2640},
  publisher    = {{PMLR}},
  year         = {2022}
}
@inproceedings{DBLP:conf/cbi/OurihaHM22,
  author       = {Mohamed Ouriha and
                  Youssef El Habouz and
                  Omar El Mansouri},
  title        = {Decision Boundary to Improve the Sensitivity of Deep Neural Networks
                  Models},
  booktitle    = {{CBI}},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {449},
  pages        = {50--60},
  publisher    = {Springer},
  year         = {2022}
}
@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    = {{CVPR}},
  pages        = {13689--13698},
  publisher    = {{IEEE}},
  year         = {2022}
}
@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    = {{CVPR}},
  pages        = {6970--6979},
  publisher    = {{IEEE}},
  year         = {2022}
}
@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    = {{ICIP}},
  pages        = {2961--2965},
  publisher    = {{IEEE}},
  year         = {2022}
}
@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    = {{ICPHM}},
  pages        = {121--126},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/isdmci/SikoraLMM22,
  author       = {Lubomyr Sikora and
                  Natalya Lysa and
                  Roman Martsyshyn and
                  Yuliya Miyushkovych},
  title        = {Cognitive and Information Decision Support Technologies for Operational
                  Management of Energy-Active Objects in Boundary Modes},
  booktitle    = {{ISDMCI}},
  series       = {Lecture Notes on Data Engineering and Communications Technologies},
  volume       = {149},
  pages        = {353--366},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/ivapp/OliveiraEHT22,
  author       = {Artur A. M. Oliveira and
                  Mateus Espadoto and
                  Roberto Hirata Jr. and
                  Alexandru C. Telea},
  title        = {{SDBM:} Supervised Decision Boundary Maps for Machine Learning Classifiers},
  booktitle    = {{VISIGRAPP} {(3:} {IVAPP)}},
  pages        = {77--87},
  publisher    = {{SCITEPRESS}},
  year         = {2022}
}
@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    = {{QRS} Companion},
  pages        = {166--172},
  publisher    = {{IEEE}},
  year         = {2022}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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    = {{AAAI}},
  pages        = {14374--14382},
  publisher    = {{AAAI} Press},
  year         = {2021}
}
@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    = {{ESANN}},
  year         = {2021}
}
@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    = {{ICRA}},
  pages        = {12875--12881},
  publisher    = {{IEEE}},
  year         = {2021}
}
@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    = {{IJCNN}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/rskt/ChenCXZZ21,
  author       = {Jie Chen and
                  Yue Chen and
                  Yang Xu and
                  Shu Zhao and
                  Yanping Zhang},
  title        = {Attention Enhanced Hierarchical Feature Representation for Three-Way
                  Decision Boundary Processing},
  booktitle    = {{IJCRS}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12872},
  pages        = {218--224},
  publisher    = {Springer},
  year         = {2021}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/bigcomp/KangS20,
  author       = {Jaewoong Kang and
                  Mye M. Sohn},
  title        = {Recursive Undersampling-Based Decision Boundary Alignment for Imbalanced
                  Radiology Image},
  booktitle    = {BigComp},
  pages        = {425--428},
  publisher    = {{IEEE}},
  year         = {2020}
}
@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    = {{DICTA}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/iccS/Ksieniewicz20,
  author       = {Pawel Ksieniewicz},
  title        = {Standard Decision Boundary in a Support-Domain of Fuzzy Classifier
                  Prediction for the Task of Imbalanced Data Classification},
  booktitle    = {{ICCS} {(4)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12140},
  pages        = {103--116},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/icmla/GuanL20,
  author       = {Shuyue Guan and
                  Murray H. Loew},
  title        = {Analysis of Generalizability of Deep Neural Networks Based on the
                  Complexity of Decision Boundary},
  booktitle    = {{ICMLA}},
  pages        = {101--106},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/ictai/ZhangL20,
  author       = {Yifan Zhang and
                  Shizhong Liao},
  title        = {A Kernel Perspective for the Decision Boundary of Deep Neural Networks},
  booktitle    = {{ICTAI}},
  pages        = {653--660},
  publisher    = {{IEEE}},
  year         = {2020}
}
@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    = {{ISCC}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2020}
}
@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    = {{IV}},
  pages        = {1457--1464},
  publisher    = {{IEEE}},
  year         = {2020}
}
@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    = {{SEEDA-CECNSM}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020}
}
@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    = {{UCET}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/wsdm/KarimiT20,
  author       = {Hamid Karimi and
                  Jiliang Tang},
  title        = {Decision Boundary of Deep Neural Networks: Challenges and Opportunities},
  booktitle    = {{WSDM}},
  pages        = {919--920},
  publisher    = {{ACM}},
  year         = {2020}
}
@incollection{DBLP:books/sp/20/MuhannaS20,
  author       = {Rafi L. Muhanna and
                  Shahrokh Shahi},
  title        = {Uncertainty in Boundary Conditions - An Interval Finite Element Approach},
  booktitle    = {Decision Making under Constraints},
  volume       = {276},
  pages        = {157--167},
  publisher    = {Springer},
  year         = {2020}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@article{DBLP:journals/corr/abs-2012-13569,
  author       = {Yan Gao and
                  Jiafeng Guo and
                  Yanyan Lan and
                  Huaming Liao},
  title        = {Dynamic-K Recommendation with Personalized Decision Boundary},
  journal      = {CoRR},
  volume       = {abs/2012.13569},
  year         = {2020}
}
@article{DBLP:journals/apin/HamidzadehM19,
  author       = {Javad Hamidzadeh and
                  Somaye Moslemnejad},
  title        = {Identification of uncertainty and decision boundary for {SVM} classification
                  training using belief function},
  journal      = {Appl. Intell.},
  volume       = {49},
  number       = {6},
  pages        = {2030--2045},
  year         = {2019}
}
@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}
}
@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}
}
@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    = {{AAAI}},
  pages        = {3771--3778},
  publisher    = {{AAAI} Press},
  year         = {2019}
}
@inproceedings{DBLP:conf/cisim/BurdukB19,
  author       = {Robert Burduk and
                  Wojciech Bozejko},
  title        = {Gentle AdaBoost Algorithm with Score Function Dependent on the Distance
                  to Decision Boundary},
  booktitle    = {{CISIM}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11703},
  pages        = {303--310},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/grapp/EspadotoRT19,
  author       = {Mateus Espadoto and
                  Francisco Caio M. Rodrigues and
                  Alexandru C. Telea},
  title        = {Visual Analytics of Multidimensional Projections for Constructing
                  Classifier Decision Boundary Maps},
  booktitle    = {{VISIGRAPP} {(3:} {IVAPP)}},
  pages        = {28--38},
  publisher    = {SciTePress},
  year         = {2019}
}
@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    = {{ICCV}},
  pages        = {4861--4869},
  publisher    = {{IEEE}},
  year         = {2019}
}
@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    = {{ICMLC}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2019}
}
@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    = {iFUZZY},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/mc/SchussG19,
  author       = {Martina Schu{\ss} and
                  Tom Gross},
  title        = {Boundary Management: Between Clear Separation and Ad-Hoc Decisions},
  booktitle    = {MuC},
  pages        = {547--551},
  publisher    = {{GI} / {ACM}},
  year         = {2019}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/NandanwarM18,
  author       = {Sharad Nandanwar and
                  M. Narasimha Murty},
  title        = {Overlap-Robust Decision Boundary Learning for Within-Network Classification},
  booktitle    = {{AAAI}},
  pages        = {3844--3851},
  publisher    = {{AAAI} Press},
  year         = {2018}
}
@inproceedings{DBLP:conf/alt/LocatelliCK18,
  author       = {Andrea Locatelli and
                  Alexandra Carpentier and
                  Samory Kpotufe},
  title        = {An Adaptive Strategy for Active Learning with Smooth Decision Boundary},
  booktitle    = {{ALT}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {83},
  pages        = {547--571},
  publisher    = {{PMLR}},
  year         = {2018}
}
@inproceedings{DBLP:conf/ausai/AlbqmiLX18,
  author       = {Aisha Rashed Albqmi and
                  Yuefeng Li and
                  Yue Xu},
  title        = {Enhancing Decision Boundary Setting for Binary Text Classification},
  booktitle    = {Australasian Conference on Artificial Intelligence},
  series       = {Lecture Notes in Computer Science},
  volume       = {11320},
  pages        = {799--811},
  publisher    = {Springer},
  year         = {2018}
}
@inproceedings{DBLP:conf/dasc/WooL18,
  author       = {Seongyoun Woo and
                  Chulhee Lee},
  title        = {Decision Boundary Formation of Deep Convolution Networks with ReLU},
  booktitle    = {DASC/PiCom/DataCom/CyberSciTech},
  pages        = {885--888},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/eccv/SamangoueiSNS18,
  author       = {Pouya Samangouei and
                  Ardavan Saeedi and
                  Liam Nakagawa and
                  Nathan Silberman},
  title        = {ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations},
  booktitle    = {{ECCV} {(10)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11214},
  pages        = {681--696},
  publisher    = {Springer},
  year         = {2018}
}
@inproceedings{DBLP:conf/gecco/TalukderDB18,
  author       = {A. K. M. Khaled Ahsan Talukder and
                  Kalyanmoy Deb and
                  Julian Blank},
  title        = {Visualization of the boundary solutions of high dimensional pareto
                  front from a decision maker's perspective},
  booktitle    = {{GECCO} (Companion)},
  pages        = {201--202},
  publisher    = {{ACM}},
  year         = {2018}
}
@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    = {{ICDE}},
  pages        = {1827--1828},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/iclr/He0S18,
  author       = {Warren He and
                  Bo Li and
                  Dawn Song},
  title        = {Decision Boundary Analysis of Adversarial Examples},
  booktitle    = {{ICLR} (Poster)},
  publisher    = {OpenReview.net},
  year         = {2018}
}
@inproceedings{DBLP:conf/icpr/SongZR18,
  author       = {Ke Song and
                  Wei Zhang and
                  Xuewen Rong},
  title        = {{UAV} Target Tracking with {A} Boundary-Decision Network},
  booktitle    = {{ICPR}},
  pages        = {2576--2581},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@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},
  title        = {A Method for Boundary Processing in Three-Way Decisions Based on Hierarchical
                  Feature Representation},
  booktitle    = {{IJCSR}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11103},
  pages        = {123--136},
  publisher    = {Springer},
  year         = {2018}
}
@inproceedings{DBLP:conf/socpros/VenkatesanP18,
  author       = {R. Venkatesan and
                  Sevugan Prabu},
  title        = {Feature Extraction from Hyperspectral Image Using Decision Boundary
                  Feature Extraction Technique},
  booktitle    = {SocProS {(2)}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1057},
  pages        = {927--940},
  publisher    = {Springer},
  year         = {2018}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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},
  year         = {2017}
}
@inproceedings{DBLP:conf/ccir/GaoGLL17,
  author       = {Yan Gao and
                  Jiafeng Guo and
                  Yanyan Lan and
                  Huaming Liao},
  title        = {Dynamic-K Recommendation with Personalized Decision Boundary},
  booktitle    = {{CCIR}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10390},
  pages        = {17--29},
  publisher    = {Springer},
  year         = {2017}
}
@inproceedings{DBLP:conf/cvpr/Oyallon17,
  author       = {Edouard Oyallon},
  title        = {Building a Regular Decision Boundary with Deep Networks},
  booktitle    = {{CVPR}},
  pages        = {1886--1894},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@inproceedings{DBLP:conf/icaisc/Burduk17,
  author       = {Robert Burduk},
  title        = {Integration Base Classifiers Based on Their Decision Boundary},
  booktitle    = {{ICAISC} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10246},
  pages        = {13--20},
  publisher    = {Springer},
  year         = {2017}
}
@inproceedings{DBLP:conf/iccv/HuijserG17,
  author       = {Miriam W. Huijser and
                  Jan C. van Gemert},
  title        = {Active Decision Boundary Annotation with Deep Generative Models},
  booktitle    = {{ICCV}},
  pages        = {5296--5305},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@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}
}
@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}
}
@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}
}
@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}
}
@article{DBLP:journals/kbs/ChenZZ16,
  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}
}
@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    = {{ICMLC}},
  pages        = {207--212},
  publisher    = {{IEEE}},
  year         = {2016}
}
@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},
  title        = {Research on Cost-Sensitive Method for Boundary Region in Three-Way
                  Decision Model},
  booktitle    = {{IJCRS}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9920},
  pages        = {261--271},
  year         = {2016}
}
@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.},
  volume       = {240},
  number       = {3},
  pages        = {765--773},
  year         = {2015}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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},
  title        = {Online image classification under monotonic decision boundary constraint},
  booktitle    = {Color Imaging: Displaying, Processing, Hardcopy, and Applications},
  series       = {{SPIE} Proceedings},
  volume       = {9395},
  pages        = {93950C},
  publisher    = {{SPIE}},
  year         = {2015}
}
@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    = {{ECOC}},
  pages        = {1--3},
  publisher    = {{IEEE}},
  year         = {2015}
}
@inproceedings{DBLP:conf/recsys/ParkKOY15,
  author       = {Chanyoung Park and
                  Donghyun Kim and
                  Jinoh Oh and
                  Hwanjo Yu},
  title        = {Predicting User Purchase in E-commerce by Comprehensive Feature Engineering
                  and Decision Boundary Focused Under-Sampling},
  booktitle    = {RecSys Challenge},
  pages        = {8:1--8:4},
  publisher    = {{ACM}},
  year         = {2015}
}
@incollection{DBLP:series/sci/DiamantiniGP15,
  author       = {Claudia Diamantini and
                  Alberto Gemelli and
                  Domenico Potena},
  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}
}
@article{DBLP:journals/jd/Madden14,
  author       = {Andrew David Madden},
  title        = {Interpreting the world across a boundary: The evolution of information
                  from life's first decisions to the information society},
  journal      = {J. Documentation},
  volume       = {70},
  number       = {4},
  pages        = {676--686},
  year         = {2014}
}
@inproceedings{DBLP:conf/acssc/PengC14,
  author       = {Yan{-}Tsung Peng and
                  Pamela C. Cosman},
  title        = {Weighted boundary matching error concealment for {HEVC} using block
                  partition decisions},
  booktitle    = {{ACSSC}},
  pages        = {921--925},
  publisher    = {{IEEE}},
  year         = {2014}
}
@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    = {{ISIC}},
  pages        = {32--37},
  publisher    = {{IEEE}},
  year         = {2014}
}
@inproceedings{DBLP:conf/rskt/LiSL14,
  author       = {Ping Li and
                  Lin Shang and
                  Huaxiong Li},
  title        = {A Method to Reduce Boundary Regions in Three-Way Decision Theory},
  booktitle    = {{RSKT}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8818},
  pages        = {834--843},
  publisher    = {Springer},
  year         = {2014}
}
@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    = {{SMC}},
  pages        = {705--710},
  publisher    = {{IEEE}},
  year         = {2014}
}
@article{DBLP:journals/corr/BrunelliF14,
  author       = {Matteo Brunelli and
                  Michele Fedrizzi},
  title        = {Boundary properties of the inconsistency of pairwise comparisons in
                  group decisions},
  journal      = {CoRR},
  volume       = {abs/1408.0651},
  year         = {2014}
}
@article{DBLP:journals/ieicet/vanLKJ13,
  author       = {Luong Pham Van and
                  Hoyoung Lee and
                  Jaehwan Kim and
                  Byeungwoo Jeon},
  title        = {A Low Complexity {H.264/AVC} Deblocking Filter with Simplified Filtering
                  Boundary Strength Decision},
  journal      = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
  volume       = {96-A},
  number       = {2},
  pages        = {562--572},
  year         = {2013}
}
@article{DBLP:journals/pr/Atashpaz-GargariSBD13,
  author       = {Esmaeil Atashpaz{-}Gargari and
                  Chao Sima and
                  Ulisses M. Braga{-}Neto and
                  Edward R. Dougherty},
  title        = {Relationship between the accuracy of classifier error estimation and
                  complexity of decision boundary},
  journal      = {Pattern Recognit.},
  volume       = {46},
  number       = {5},
  pages        = {1315--1322},
  year         = {2013}
}
@article{DBLP:journals/tcom/SaaifanH13,
  author       = {Khodr A. Saaifan and
                  Werner Henkel},
  title        = {Decision Boundary Evaluation of Optimum and Suboptimum Detectors in
                  Class-A Interference},
  journal      = {{IEEE} Trans. Commun.},
  volume       = {61},
  number       = {1},
  pages        = {197--205},
  year         = {2013}
}
@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    = {DeSE},
  pages        = {361--366},
  publisher    = {{IEEE}},
  year         = {2013}
}
@inproceedings{DBLP:conf/icawst/0012ZY13,
  author       = {Yong Liu and
                  Qiangfu Zhao and
                  Neil Y. Yen},
  title        = {Make decision boundary smoother by transition learning},
  booktitle    = {iCAST/UMEDIA},
  pages        = {58--63},
  publisher    = {{IEEE}},
  year         = {2013}
}
@inproceedings{DBLP:conf/icawst/KanedaZ0Y13,
  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    = {iCAST/UMEDIA},
  pages        = {497--503},
  publisher    = {{IEEE}},
  year         = {2013}
}
@inproceedings{DBLP:conf/ism/GuderC13a,
  author       = {Mennan G{\"{u}}der and
                  Nihan Kesim Cicekli},
  title        = {Dichotomic Decision Cascading for Video Shot Boundary Detection},
  booktitle    = {{ISM}},
  pages        = {227--230},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/smc/KanedaZLY13,
  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    = {{SMC}},
  pages        = {2831--2836},
  publisher    = {{IEEE}},
  year         = {2013}
}
@phdthesis{DBLP:phd/ethos/Anya12,
  author       = {Obinna Anya},
  title        = {Practice-centred e-health system design for cross-boundary clinical
                  decision support},
  school       = {University of Liverpool, {UK}},
  year         = {2012}
}
@article{DBLP:journals/asc/Perez-DiazRMGF12,
  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},
  title        = {Rough sets for spam filtering: Selecting appropriate decision rules
                  for boundary e-mail classification},
  journal      = {Appl. Soft Comput.},
  volume       = {12},
  number       = {11},
  pages        = {3671--3682},
  year         = {2012}
}
@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},
  journal      = {{IEEE} Trans. Ind. Electron.},
  volume       = {59},
  number       = {11},
  pages        = {4360--4368},
  year         = {2012}
}
@article{DBLP:journals/titb/TawfikAN12,
  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},
  number       = {4},
  pages        = {530--541},
  year         = {2012}
}
@inproceedings{DBLP:conf/icawst/WataraiZK12,
  author       = {Kyohei Watarai and
                  Qiangfu Zhao and
                  Yuya Kaneda},
  title        = {Decision boundary learning based on particle swarm optimization},
  booktitle    = {iCAST},
  pages        = {41--45},
  publisher    = {{IEEE}},
  year         = {2012}
}
@inproceedings{DBLP:conf/smc/WataraiZK12,
  author       = {Kyohei Watarai and
                  Qiangfu Zhao and
                  Yuya Kaneda},
  title        = {Decision boundary learning based on an improved {PSO} algorithm},
  booktitle    = {{SMC}},
  pages        = {2958--2962},
  publisher    = {{IEEE}},
  year         = {2012}
}
@article{DBLP:journals/ijal/OzcanR11,
  author       = {Ozan {\"{O}}zcan and
                  Kingsley Anthony Reeves},
  title        = {The Firm Boundary Decision for Sustainability-Focused Companies},
  journal      = {Int. J. Appl. Logist.},
  volume       = {2},
  number       = {2},
  pages        = {49--68},
  year         = {2011}
}
@inproceedings{DBLP:conf/dese/AnyaTNM11,
  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    = {DeSE},
  pages        = {111--116},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@article{DBLP:journals/ijar/FarrowG10,
  author       = {Malcolm Farrow and
                  Michael Goldstein},
  title        = {Sensitivity of decisions with imprecise utility trade-off parameters
                  using boundary linear utility},
  journal      = {Int. J. Approx. Reason.},
  volume       = {51},
  number       = {9},
  pages        = {1100--1113},
  year         = {2010}
}
@inproceedings{DBLP:conf/ACMse/MathurKE10,
  author       = {Ruchira Mathur and
                  Kevin J. Keen and
                  Letha H. Etzkorn},
  title        = {Towards an object-oriented complexity metric at the runtime boundary
                  based on decision points in code},
  booktitle    = {{ACM} Southeast Regional Conference},
  pages        = {77},
  publisher    = {{ACM}},
  year         = {2010}
}
@article{DBLP:journals/prl/ParkKK09,
  author       = {Jae Hee Park and
                  Seong{-}Dae Kim and
                  Wook Joong Kim},
  title        = {A decision-boundary-oriented feature selection method and its application
                  to face recognition},
  journal      = {Pattern Recognit. Lett.},
  volume       = {30},
  number       = {13},
  pages        = {1166--1174},
  year         = {2009}
}
@inproceedings{DBLP:conf/isnn/Kim09,
  author       = {Yong{-}Soo Kim},
  title        = {Fuzzy Neural Network with a Fuzzy Learning Rule Emphasizing Data Near
                  Decision Boundary},
  booktitle    = {{ISNN} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5552},
  pages        = {201--207},
  publisher    = {Springer},
  year         = {2009}
}
@inproceedings{DBLP:conf/ncm/WangWS09,
  author       = {Xing Wang and
                  Xin Wang and
                  Zhaonan Sun},
  title        = {Comparison on Confidence Bands of Decision Boundary between {SVM}
                  and Logistic Regression},
  booktitle    = {{NCM}},
  pages        = {272--277},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/paclic/LiH09a,
  author       = {Shoushan Li and
                  Chu{-}Ren Huang},
  title        = {Word Boundary Decision with {CRF} for Chinese Word Segmentation},
  booktitle    = {{PACLIC}},
  pages        = {726--732},
  publisher    = {City University of Hong Kong Press},
  year         = {2009}
}
@article{DBLP:journals/tcas/BrooksL08,
  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},
  number       = {10},
  pages        = {2969--2979},
  year         = {2008}
}
@inproceedings{DBLP:conf/iccsa/ShinGBPSR08,
  author       = {Seong{-}Yoon Shin and
                  Cheng Gao and
                  Seong{-}Eun Baek and
                  Sangjoon Park and
                  Jung{-}Hoon Shin and
                  Yang{-}Won Rhee},
  title        = {Shot Boundary Detection Using a Global Decision Tree in Ubiquitous
                  Environment},
  booktitle    = {{ICCSA} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5073},
  pages        = {390--398},
  publisher    = {Springer},
  year         = {2008}
}
@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    = {{ICDM} Workshops},
  pages        = {164--173},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/ijcnn/NietoV08,
  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    = {{IJCNN}},
  pages        = {1273--1278},
  publisher    = {{IEEE}},
  year         = {2008}
}
@inproceedings{DBLP:conf/iske/YanX08,
  author       = {Zhiyong Yan and
                  Congfu Xu},
  title        = {Using decision boundary to analyze classifiers},
  booktitle    = {{ISKE}},
  pages        = {302--307},
  publisher    = {{IEEE}},
  year         = {2008}
}
@inproceedings{DBLP:conf/ijcai/AlvarezBD07,
  author       = {Isabelle Alvarez and
                  Stephan Bernard and
                  Guillaume Deffuant},
  title        = {Keep the Decision Tree and Estimate the Class Probabilities Using
                  its Decision Boundary},
  booktitle    = {{IJCAI}},
  pages        = {654--659},
  year         = {2007}
}
@inproceedings{DBLP:conf/wer/BidianY07,
  author       = {Catalin Bidian and
                  Eric S. K. Yu},
  title        = {Towards Variability Design as Decision Boundary Placement},
  booktitle    = {{WER}},
  pages        = {139--148},
  year         = {2007}
}
@article{DBLP:journals/corr/abs-0707-3979,
  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}
}
@inproceedings{DBLP:conf/acri/KangJY06,
  author       = {Byung{-}Heon Kang and
                  Jun{-}Cheol Jeon and
                  Kee{-}Young Yoo},
  title        = {Decision Algorithms for Cellular Automata States Based on Periodic
                  Boundary Condition},
  booktitle    = {{ACRI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4173},
  pages        = {104--111},
  publisher    = {Springer},
  year         = {2006}
}
@inproceedings{DBLP:conf/fuzzIEEE/AuephanwiriyakulD06,
  author       = {Sansanee Auephanwiriyakul and
                  Sompong Dhompongsa},
  title        = {An Investigation of a Linguistic Perceptron in a Nonlinear Decision
                  Boundary Problem},
  booktitle    = {{FUZZ-IEEE}},
  pages        = {1240--1246},
  publisher    = {{IEEE}},
  year         = {2006}
}
@inproceedings{DBLP:conf/icnc/KangJY06,
  author       = {Byung{-}Heon Kang and
                  Jun{-}Cheol Jeon and
                  Kee{-}Young Yoo},
  title        = {Evolutionary Algorithms for Group/Non-group Decision in Periodic Boundary
                  {CA}},
  booktitle    = {{ICNC} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4221},
  pages        = {629--632},
  publisher    = {Springer},
  year         = {2006}
}
@inproceedings{DBLP:conf/pst/Bidian06,
  author       = {Catalin Bidian},
  title        = {From stakeholder goals to product features: towards a role-based variability
                  framework with decision boundary},
  booktitle    = {{PST}},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {380},
  pages        = {79},
  publisher    = {{ACM}},
  year         = {2006}
}
@article{DBLP:journals/ijprai/BarandelaFS05,
  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.},
  volume       = {19},
  number       = {6},
  pages        = {787--806},
  year         = {2005}
}
@article{DBLP:journals/pr/ZhangL05a,
  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}
}
@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}
}
@inproceedings{DBLP:conf/avbpa/ZhangCG05,
  author       = {Baochang Zhang and
                  Xilin Chen and
                  Wen Gao},
  title        = {Discriminant Analysis Based on Kernelized Decision Boundary for Face
                  Recognition},
  booktitle    = {{AVBPA}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3546},
  pages        = {966--976},
  publisher    = {Springer},
  year         = {2005}
}
@inproceedings{DBLP:conf/ciit/KonishiINN04,
  author       = {Satoshi Konishi and
                  Masayuki Ishizaki and
                  Shinobu Nanba and
                  Shinichi Nomoto},
  title        = {Dynamic {TDD} boundary decision algorithms for wireless communications
                  systems using {TDD}},
  booktitle    = {Communications, Internet, and Information Technology},
  pages        = {25--31},
  publisher    = {{IASTED/ACTA} Press},
  year         = {2004}
}
@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    = {{ICASSP} {(4)}},
  pages        = {881--884},
  publisher    = {{IEEE}},
  year         = {2004}
}
@inproceedings{DBLP:conf/icpr/ZhuHT04,
  author       = {Hui Zhu and
                  Jianhua Huang and
                  Xianglong Tang},
  title        = {Comparing Decision Boundary Curvature},
  booktitle    = {{ICPR} {(3)}},
  pages        = {450--453},
  publisher    = {{IEEE} Computer Society},
  year         = {2004}
}
@inproceedings{DBLP:conf/iscis/GulerG04,
  author       = {Nilg{\"{u}}n G{\"{u}}ler and
                  Fikret S. G{\"{u}}rgen},
  title        = {The Effects of Data Properties on Local, Piecewise, Global, Mixture
                  of Experts, and Boundary-Optimized Classifiers for Medical Decision
                  Making},
  booktitle    = {{ISCIS}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3280},
  pages        = {51--61},
  publisher    = {Springer},
  year         = {2004}
}
@inproceedings{DBLP:conf/sebd/DiamantiniPP04,
  author       = {Claudia Diamantini and
                  Maurizio Panti and
                  Domenico Potena},
  title        = {Choosing the Right Classifier: An Approach to Decision Boundary Characterization
                  for a {KDD} User Support System},
  booktitle    = {{SEBD}},
  pages        = {238--249},
  year         = {2004}
}
@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}
}
@inproceedings{DBLP:conf/caip/GoL03,
  author       = {Jinwook Go and
                  Chulhee Lee},
  title        = {Analytical Decision Boundary Feature Extraction for Neural Networks
                  with Multiple Hidden Layers},
  booktitle    = {{CAIP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {2756},
  pages        = {579--587},
  publisher    = {Springer},
  year         = {2003}
}
@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    = {{CBMS}},
  pages        = {385--390},
  publisher    = {{IEEE} Computer Society},
  year         = {2003}
}
@inproceedings{DBLP:conf/igarss/GoL03,
  author       = {Jinwook Go and
                  Chulhee Lee},
  title        = {Optimality of decision boundary feature extraction for multiclass
                  problems},
  booktitle    = {{IGARSS}},
  pages        = {2051--2053},
  publisher    = {{IEEE}},
  year         = {2003}
}
@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    = {{IGARSS}},
  pages        = {3462--3464},
  publisher    = {{IEEE}},
  year         = {2003}
}
@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    = {{INTERSPEECH}},
  pages        = {2857--2860},
  publisher    = {{ISCA}},
  year         = {2003}
}
@inproceedings{DBLP:conf/icai/LeeGK02,
  author       = {Chulhee Lee and
                  Jinwook Go and
                  Heeyoung Kim},
  title        = {Decision Boundary Feature Extraction for Equalizers},
  booktitle    = {{IC-AI}},
  pages        = {1047--1052},
  publisher    = {{CSREA} Press},
  year         = {2002}
}
@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    = {{ICDM}},
  pages        = {653--656},
  publisher    = {{IEEE} Computer Society},
  year         = {2002}
}
@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    = {{ICIP} {(1)}},
  pages        = {920--923},
  publisher    = {{IEEE}},
  year         = {2002}
}
@inproceedings{DBLP:conf/icml/Reynolds00,
  author       = {Stuart I. Reynolds},
  title        = {Adaptive Resolution Model-Free Reinforcement Learning: Decision Boundary
                  Partitioning},
  booktitle    = {{ICML}},
  pages        = {783--790},
  publisher    = {Morgan Kaufmann},
  year         = {2000}
}
@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    = {{SMC}},
  pages        = {2731--2734},
  publisher    = {{IEEE}},
  year         = {2000}
}
@inproceedings{DBLP:conf/icics/Markantonakis99,
  author       = {Constantinos Markantonakis},
  title        = {Boundary Conditions that Influence Decisions about Log File Formats
                  in Multi-Application Smart Cards},
  booktitle    = {{ICICS}},
  series       = {Lecture Notes in Computer Science},
  volume       = {1726},
  pages        = {230--243},
  publisher    = {Springer},
  year         = {1999}
}
@inproceedings{DBLP:conf/ijcnn/McLeanBO99,
  author       = {David McLean and
                  Zuhair Bandar and
                  James O'Shea},
  title        = {Decision boundary modelling-a constructive algorithm for high precision
                  real world data models},
  booktitle    = {{IJCNN}},
  pages        = {3114--3118},
  publisher    = {{IEEE}},
  year         = {1999}
}
@inproceedings{DBLP:conf/iwann/EngelbrechtV99,
  author       = {Andries P. Engelbrecht and
                  Herna L. Viktor},
  title        = {Rule Improvement Through Decision Boundary Detection Using Sensitivity
                  Analysis},
  booktitle    = {{IWANN} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {1607},
  pages        = {78--84},
  publisher    = {Springer},
  year         = {1999}
}
@article{DBLP:journals/taslp/ArslanH98,
  author       = {Levent M. Arslan and
                  John H. L. Hansen},
  title        = {Likelihood decision boundary estimation between {HMM} pairs in speech
                  recognition},
  journal      = {{IEEE} Trans. Speech Audio Process.},
  volume       = {6},
  number       = {4},
  pages        = {410--414},
  year         = {1998}
}
@article{DBLP:journals/tnn/LeeL97,
  author       = {Chulhee Lee and
                  David A. Landgrebe},
  title        = {Decision boundary feature extraction for neural networks},
  journal      = {{IEEE} Trans. Neural Networks},
  volume       = {8},
  number       = {1},
  pages        = {75--83},
  year         = {1997}
}
@article{DBLP:journals/neco/KabashimaS95,
  author       = {Yoshiyuki Kabashima and
                  Shigeru Shinomoto},
  title        = {Learning a Decision Boundary from Stochastic Examples: Incremental
                  Algorithms with and without Queries},
  journal      = {Neural Comput.},
  volume       = {7},
  number       = {1},
  pages        = {158--172},
  year         = {1995}
}
@article{DBLP:journals/tsmc/LeeL93,
  author       = {Chulhee Lee and
                  David A. Landgrebe},
  title        = {Decision boundary feature extraction for nonparametric classification},
  journal      = {{IEEE} Trans. Syst. Man Cybern.},
  volume       = {23},
  number       = {2},
  pages        = {433--444},
  year         = {1993}
}
@article{DBLP:journals/cvgip/ChienF74,
  author       = {Y. P. Chien and
                  King{-}Sun Fu},
  title        = {A decision function method for boundary detection},
  journal      = {Comput. Graph. Image Process.},
  volume       = {3},
  number       = {2},
  pages        = {125--140},
  year         = {1974}
}
@article{DBLP:journals/tc/PatrickCM70,
  author       = {Edward A. Patrick and
                  Joseph Peter Costello and
                  Fabian C. Monds},
  title        = {Decision-Directed Estimation of a Two-Class Decision Boundary},
  journal      = {{IEEE} Trans. Computers},
  volume       = {19},
  number       = {3},
  pages        = {197--205},
  year         = {1970}
}
@article{DBLP:journals/tc/Cooper66,
  author       = {Paul W. Cooper},
  title        = {A Note on an Adaptive Hypersphere Decision Boundary},
  journal      = {{IEEE} Trans. Electron. Comput.},
  volume       = {15},
  number       = {6},
  pages        = {948--949},
  year         = {1966}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics