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ORCIDBibTeX records: Son N. Tran
@article{DBLP:journals/csur/YaoTGS24,
author = {Jianping Yao and
Son N. Tran and
Saurabh Kumar Garg and
Samantha Sawyer},
title = {Deep Learning for Plant Identification and Disease Classification
from Leaf Images: Multi-prediction Approaches},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {6},
pages = {153:1--153:37},
year = {2024},
url = {https://doi.org/10.1145/3639816},
doi = {10.1145/3639816},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/YaoTGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LiHWCTGGLAB24,
author = {Renjie Li and
Guan Huang and
Xinyi Wang and
Yanyu Chen and
Son N. Tran and
Saurabh Kumar Garg and
Rebecca J. St George and
Katherine Lawler and
Jane E. Alty and
Quan Bai},
title = {Parallel scale de-blur net for sharpening video images for remote
clinical assessment of hand movements},
journal = {Expert Syst. Appl.},
volume = {235},
pages = {121093},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121093},
doi = {10.1016/J.ESWA.2023.121093},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LiHWCTGGLAB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ChenZPTHB24,
author = {Yanyu Chen and
Yunjue Zhou and
Mira Park and
Son N. Tran and
Scott Hadley and
Quan Bai},
title = {A novel adaptive ensemble learning framework for automated \emph{Beggiatoa
Spp.} coverage estimation},
journal = {Expert Syst. Appl.},
volume = {237},
number = {Part {B}},
pages = {121416},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121416},
doi = {10.1016/J.ESWA.2023.121416},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/ChenZPTHB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/0001NSADTZF24,
author = {Dung Nguyen and
Duc Thanh Nguyen and
Sridha Sridharan and
Mohamed Abdelrazek and
Simon Denman and
Son N. Tran and
Rui Zeng and
Clinton Fookes},
title = {Deep cross-domain transfer for emotion recognition via joint learning},
journal = {Multim. Tools Appl.},
volume = {83},
number = {8},
pages = {22455--22472},
year = {2024},
url = {https://doi.org/10.1007/s11042-023-15441-7},
doi = {10.1007/S11042-023-15441-7},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/0001NSADTZF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/YaoTSG23,
author = {Jianping Yao and
Son N. Tran and
Samantha Sawyer and
Saurabh Kumar Garg},
title = {Machine learning for leaf disease classification: data, techniques
and applications},
journal = {Artif. Intell. Rev.},
volume = {56},
number = {Supplement 3},
pages = {3571--3616},
year = {2023},
url = {https://doi.org/10.1007/s10462-023-10610-4},
doi = {10.1007/S10462-023-10610-4},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/YaoTSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/HuangTBA23,
author = {Guan Huang and
Son N. Tran and
Quan Bai and
Jane E. Alty},
title = {Real-time automated detection of older adults' hand gestures in home
and clinical settings},
journal = {Neural Comput. Appl.},
volume = {35},
number = {11},
pages = {8143--8156},
year = {2023},
url = {https://doi.org/10.1007/s00521-022-08090-8},
doi = {10.1007/S00521-022-08090-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/HuangTBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TranG23,
author = {Son N. Tran and
Artur S. d'Avila Garcez},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines},
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 = {6558--6565},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i5.25806},
doi = {10.1609/AAAI.V37I5.25806},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TranG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YaoT23,
author = {Jianping Yao and
Son N. Tran},
title = {Multi-output Deep-Supervised Classifier Chains for Plant Pathology},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191302},
doi = {10.1109/IJCNN54540.2023.10191302},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YaoT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YaoTZYMH23,
author = {Jianping Yao and
Son N. Tran and
Lianxue Zhang and
Jiaxin Ye and
Ananda Maiti and
Scott Hadley},
title = {Deep Learning for Effective Gender Classification of Tasmania Giant
Crabs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191575},
doi = {10.1109/IJCNN54540.2023.10191575},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YaoTZYMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08505,
author = {Renjie Li and
Chun Yu Lao and
Rebecca J. St. George and
Katherine Lawler and
Saurabh Garg and
Son N. Tran and
Quan Bai and
Jane E. Alty},
title = {Rapid-Motion-Track: Markerless Tracking of Fast Human Motion with
Deeper Learning},
journal = {CoRR},
volume = {abs/2302.08505},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08505},
doi = {10.48550/ARXIV.2302.08505},
eprinttype = {arXiv},
eprint = {2302.08505},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12509,
author = {Jianping Yao and
Son N. Tran and
Samantha Sawyer and
Saurabh Garg},
title = {Machine Learning for Leaf Disease Classification: Data, Techniques
and Applications},
journal = {CoRR},
volume = {abs/2310.12509},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12509},
doi = {10.48550/ARXIV.2310.12509},
eprinttype = {arXiv},
eprint = {2310.12509},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16273,
author = {Jianping Yao and
Son N. Tran and
Saurabh Kumar Garg and
Samantha Sawyer},
title = {Deep Learning for Plant Identification and Disease Classification
from Leaf Images: Multi-prediction Approaches},
journal = {CoRR},
volume = {abs/2310.16273},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16273},
doi = {10.48550/ARXIV.2310.16273},
eprinttype = {arXiv},
eprint = {2310.16273},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MaqsoodXTGSKM22,
author = {Sumbal Maqsood and
Shuxiang Xu and
Son N. Tran and
Saurabh Garg and
Matthew Springer and
Mohan Karunanithi and
Rami Mohawesh},
title = {A survey: From shallow to deep machine learning approaches for blood
pressure estimation using biosensors},
journal = {Expert Syst. Appl.},
volume = {197},
pages = {116788},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.116788},
doi = {10.1016/J.ESWA.2022.116788},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MaqsoodXTGSKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/NguyenNZNTNSF22,
author = {Dung Nguyen and
Duc Thanh Nguyen and
Rui Zeng and
Thanh Thi Nguyen and
Son N. Tran and
Thin Nguyen and
Sridha Sridharan and
Clinton Fookes},
title = {Deep Auto-Encoders With Sequential Learning for Multimodal Dimensional
Emotion Recognition},
journal = {{IEEE} Trans. Multim.},
volume = {24},
pages = {1313--1324},
year = {2022},
url = {https://doi.org/10.1109/TMM.2021.3063612},
doi = {10.1109/TMM.2021.3063612},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/NguyenNZNTNSF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ChenZTPHLB22,
author = {Yanyu Chen and
Yunjue Zhou and
Son N. Tran and
Mira Park and
Scott Hadley and
Myriam Lacharit{\'{e}} and
Quan Bai},
editor = {Guodong Long and
Xinghuo Yu and
Sen Wang},
title = {A Self-learning Approach for Beggiatoa Coverage Estimation in Aquaculture},
booktitle = {{AI} 2021: Advances in Artificial Intelligence - 34th Australasian
Joint Conference, {AI} 2021, Sydney, NSW, Australia, February 2-4,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13151},
pages = {405--416},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-97546-3\_33},
doi = {10.1007/978-3-030-97546-3\_33},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/ChenZTPHLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YaoTNSL22,
author = {Jianping Yao and
Son N. Tran and
Hieu Nguyen and
Samantha Sawyer and
Rocco Longo},
editor = {Mohammad Tanveer and
Sonali Agarwal and
Seiichi Ozawa and
Asif Ekbal and
Adam Jatowt},
title = {Wine Characterisation with Spectral Information and Predictive Artificial
Intelligence},
booktitle = {Neural Information Processing - 29th International Conference, {ICONIP}
2022, Virtual Event, November 22-26, 2022, Proceedings, Part {VII}},
series = {Communications in Computer and Information Science},
volume = {1794},
pages = {247--259},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-99-1648-1\_21},
doi = {10.1007/978-981-99-1648-1\_21},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/YaoTNSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02376,
author = {Renjie Li and
Xinyi Wang and
Guan Huang and
Wenli Yang and
Kaining Zhang and
Xiaotong Gu and
Son N. Tran and
Saurabh Garg and
Jane E. Alty and
Quan Bai},
title = {A Comprehensive Review on Deep Supervision: Theories and Applications},
journal = {CoRR},
volume = {abs/2207.02376},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02376},
doi = {10.48550/ARXIV.2207.02376},
eprinttype = {arXiv},
eprint = {2207.02376},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MohaweshXTOSJM21,
author = {Rami Mohawesh and
Shuxiang Xu and
Son N. Tran and
Robert Ollington and
Matthew Springer and
Yaser Jararweh and
Sumbal Maqsood},
title = {Fake Reviews Detection: {A} Survey},
journal = {{IEEE} Access},
volume = {9},
pages = {65771--65802},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3075573},
doi = {10.1109/ACCESS.2021.3075573},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MohaweshXTOSJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MohaweshTOX21,
author = {Rami Mohawesh and
Son N. Tran and
Robert Ollington and
Shuxiang Xu},
title = {Analysis of concept drift in fake reviews detection},
journal = {Expert Syst. Appl.},
volume = {169},
pages = {114318},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2020.114318},
doi = {10.1016/J.ESWA.2020.114318},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/MohaweshTOX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hisas/WangGTBA21,
author = {Xinyi Wang and
Saurabh Garg and
Son N. Tran and
Quan Bai and
Jane E. Alty},
title = {Hand tremor detection in videos with cluttered background using neural
network based approaches},
journal = {Health Inf. Sci. Syst.},
volume = {9},
number = {1},
pages = {30},
year = {2021},
url = {https://doi.org/10.1007/s13755-021-00159-3},
doi = {10.1007/S13755-021-00159-3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hisas/WangGTBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-cvi/IqbalATI21,
author = {Muhammad Shakaib Iqbal and
Hazrat Ali and
Son N. Tran and
Talha Iqbal},
title = {Coconut trees detection and segmentation in aerial imagery using mask
region-based convolution neural network},
journal = {{IET} Comput. Vis.},
volume = {15},
number = {6},
pages = {428--439},
year = {2021},
url = {https://doi.org/10.1049/cvi2.12028},
doi = {10.1049/CVI2.12028},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-cvi/IqbalATI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Tran21,
author = {Son N. Tran},
editor = {Zhi{-}Hua Zhou},
title = {Compositional Neural Logic Programming},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3059--3066},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/421},
doi = {10.24963/IJCAI.2021/421},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Tran21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04356,
author = {Muhammad Shakaib Iqbal and
Hazrat Ali and
Son N. Tran and
Talha Iqbal},
title = {Coconut trees detection and segmentation in aerial imagery using mask
region-based convolution neural network},
journal = {CoRR},
volume = {abs/2105.04356},
year = {2021},
url = {https://arxiv.org/abs/2105.04356},
eprinttype = {arXiv},
eprint = {2105.04356},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14461,
author = {Guan Huang and
Son N. Tran and
Quan Bai and
Jane E. Alty},
title = {Hand gesture detection in tests performed by older adults},
journal = {CoRR},
volume = {abs/2110.14461},
year = {2021},
url = {https://arxiv.org/abs/2110.14461},
eprinttype = {arXiv},
eprint = {2110.14461},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05841,
author = {Son N. Tran and
Artur S. d'Avila Garcez},
title = {Logical Boltzmann Machines},
journal = {CoRR},
volume = {abs/2112.05841},
year = {2021},
url = {https://arxiv.org/abs/2112.05841},
eprinttype = {arXiv},
eprint = {2112.05841},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10275,
author = {Renjie Li and
Son N. Tran and
Saurabh Garg and
Katherine Lawler and
Jane E. Alty and
Quan Bai},
title = {Parallel Multi-Scale Networks with Deep Supervision for Hand Keypoint
Detection},
journal = {CoRR},
volume = {abs/2112.10275},
year = {2021},
url = {https://arxiv.org/abs/2112.10275},
eprinttype = {arXiv},
eprint = {2112.10275},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/TranNSVHZK20,
author = {Son N. Tran and
Dung Nguyen and
Ngo Tung Son and
Xuan{-}Son Vu and
Long Hoang and
Qing Zhang and
Mohan Karunanithi},
title = {On multi-resident activity recognition in ambient smart-homes},
journal = {Artif. Intell. Rev.},
volume = {53},
number = {6},
pages = {3929--3945},
year = {2020},
url = {https://doi.org/10.1007/s10462-019-09783-8},
doi = {10.1007/S10462-019-09783-8},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/TranNSVHZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/WeiTXKS20,
author = {Yuchen Wei and
Son N. Tran and
Shuxiang Xu and
Byeong Ho Kang and
Matthew Springer},
title = {Deep Learning for Retail Product Recognition: Challenges and Techniques},
journal = {Comput. Intell. Neurosci.},
volume = {2020},
pages = {8875910:1--8875910:23},
year = {2020},
url = {https://doi.org/10.1155/2020/8875910},
doi = {10.1155/2020/8875910},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cin/WeiTXKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/TranSZK20,
author = {Son N. Tran and
Ngo Tung Son and
Qing Zhang and
Mohan Karunanithi},
title = {Mixed-dependency models for multi-resident activity recognition in
smart homes},
journal = {Multim. Tools Appl.},
volume = {79},
number = {31-32},
pages = {23445--23460},
year = {2020},
url = {https://doi.org/10.1007/s11042-020-09093-0},
doi = {10.1007/S11042-020-09093-0},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/TranSZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/TranNG20,
author = {Son N. Tran and
Ngo Tung Son and
Artur S. d'Avila Garcez},
title = {Probabilistic approaches for music similarity using restricted Boltzmann
machines},
journal = {Neural Comput. Appl.},
volume = {32},
number = {8},
pages = {3999--4008},
year = {2020},
url = {https://doi.org/10.1007/s00521-019-04106-y},
doi = {10.1007/S00521-019-04106-Y},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/TranNG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TranGWYZK20,
author = {Son N. Tran and
Artur S. d'Avila Garcez and
Tillman Weyde and
Jie Yin and
Qing Zhang and
Mohan Karunanithi},
title = {Sequence Classification Restricted Boltzmann Machines With Gated Units},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {11},
pages = {4806--4815},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2958103},
doi = {10.1109/TNNLS.2019.2958103},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/TranGWYZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icarcv/WeiXT020,
author = {Yuchen Wei and
Shuxiang Xu and
Son N. Tran and
Byeong Ho Kang},
title = {Data Augmentation with Generative Adversarial Networks for Grocery
Product Image Recognition},
booktitle = {16th International Conference on Control, Automation, Robotics and
Vision, {ICARCV} 2020, Shenzhen, China, December 13-15, 2020},
pages = {963--968},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICARCV50220.2020.9305421},
doi = {10.1109/ICARCV50220.2020.9305421},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icarcv/WeiXT020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/RiveretTG20,
author = {R{\'{e}}gis Riveret and
Son N. Tran and
Artur S. d'Avila Garcez},
editor = {Diego Calvanese and
Esra Erdem and
Michael Thielscher},
title = {Neuro-Symbolic Probabilistic Argumentation Machines},
booktitle = {Proceedings of the 17th International Conference on Principles of
Knowledge Representation and Reasoning, {KR} 2020, Rhodes, Greece,
September 12-18, 2020},
pages = {871--881},
year = {2020},
url = {https://doi.org/10.24963/kr.2020/90},
doi = {10.24963/KR.2020/90},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kr/RiveretTG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11136,
author = {Dung Nguyen and
Sridha Sridharan and
Duc Thanh Nguyen and
Simon Denman and
Son N. Tran and
Rui Zeng and
Clinton Fookes},
title = {Joint Deep Cross-Domain Transfer Learning for Emotion Recognition},
journal = {CoRR},
volume = {abs/2003.11136},
year = {2020},
url = {https://arxiv.org/abs/2003.11136},
eprinttype = {arXiv},
eprint = {2003.11136},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13236,
author = {Dung Nguyen and
Duc Thanh Nguyen and
Rui Zeng and
Thanh Thi Nguyen and
Son N. Tran and
Thin Nguyen and
Sridha Sridharan and
Clinton Fookes},
title = {Deep Auto-Encoders with Sequential Learning for Multimodal Dimensional
Emotion Recognition},
journal = {CoRR},
volume = {abs/2004.13236},
year = {2020},
url = {https://arxiv.org/abs/2004.13236},
eprinttype = {arXiv},
eprint = {2004.13236},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/flap/GarcezGLSST19,
author = {Artur S. d'Avila Garcez and
Marco Gori and
Lu{\'{\i}}s C. Lamb and
Luciano Serafini and
Michael Spranger and
Son N. Tran},
title = {Neural-symbolic Computing: An Effective Methodology for Principled
Integration of Machine Learning and Reasoning},
journal = {{FLAP}},
volume = {6},
number = {4},
pages = {611--632},
year = {2019},
url = {https://collegepublications.co.uk/ifcolog/?00033},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/flap/GarcezGLSST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicling/VuTJ19,
author = {Xuan{-}Son Vu and
Son N. Tran and
Lili Jiang},
editor = {Alexander F. Gelbukh},
title = {dpUGC: Learn Differentially Private Representation for User Generated
Contents (Best Paper Award, Third Place, Shared)},
booktitle = {Computational Linguistics and Intelligent Text Processing - 20th International
Conference, CICLing 2019, La Rochelle, France, April 7-13, 2019, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13451},
pages = {316--331},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-031-24337-0\_23},
doi = {10.1007/978-3-031-24337-0\_23},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cicling/VuTJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/VuVTJ19,
author = {Xuan{-}Son Vu and
Thanh Vu and
Son N. Tran and
Lili Jiang},
editor = {Ruslan Mitkov and
Galia Angelova},
title = {{ETNLP:} {A} Visual-Aided Systematic Approach to Select Pre-Trained
Embeddings for a Downstream Task},
booktitle = {Proceedings of the International Conference on Recent Advances in
Natural Language Processing, {RANLP} 2019, Varna, Bulgaria, September
2-4, 2019},
pages = {1285--1294},
publisher = {{INCOMA} Ltd.},
year = {2019},
url = {https://doi.org/10.26615/978-954-452-056-4\_147},
doi = {10.26615/978-954-452-056-4\_147},
timestamp = {Mon, 12 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ranlp/VuVTJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-04433,
author = {Xuan{-}Son Vu and
Thanh Vu and
Son N. Tran and
Lili Jiang},
title = {{ETNLP:} {A} Toolkit for Extraction, Evaluation and Visualization
of Pre-trained Word Embeddings},
journal = {CoRR},
volume = {abs/1903.04433},
year = {2019},
url = {http://arxiv.org/abs/1903.04433},
eprinttype = {arXiv},
eprint = {1903.04433},
timestamp = {Mon, 12 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-04433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10453,
author = {Xuan{-}Son Vu and
Son N. Tran and
Lili Jiang},
title = {dpUGC: Learn Differentially Private Representation for User Generated
Contents},
journal = {CoRR},
volume = {abs/1903.10453},
year = {2019},
url = {http://arxiv.org/abs/1903.10453},
eprinttype = {arXiv},
eprint = {1903.10453},
timestamp = {Mon, 12 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06088,
author = {Artur S. d'Avila Garcez and
Marco Gori and
Lu{\'{\i}}s C. Lamb and
Luciano Serafini and
Michael Spranger and
Son N. Tran},
title = {Neural-Symbolic Computing: An Effective Methodology for Principled
Integration of Machine Learning and Reasoning},
journal = {CoRR},
volume = {abs/1905.06088},
year = {2019},
url = {http://arxiv.org/abs/1905.06088},
eprinttype = {arXiv},
eprint = {1905.06088},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/IrelandHT18,
author = {David Ireland and
Hamed Hassanzadeh and
Son N. Tran},
editor = {Long Cheng and
Andrew Chi{-}Sing Leung and
Seiichi Ozawa},
title = {Sentimental Analysis for AIML-Based E-Health Conversational Agents},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11302},
pages = {41--51},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04179-3\_4},
doi = {10.1007/978-3-030-04179-3\_4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/IrelandHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/TranZNVN18,
author = {Son N. Tran and
Qing Zhang and
Anthony N. Nguyen and
Xuan{-}Son Vu and
Ngo Tung Son},
editor = {Long Cheng and
Andrew Chi{-}Sing Leung and
Seiichi Ozawa},
title = {Improving Recurrent Neural Networks with Predictive Propagation for
Sequence Labelling},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11301},
pages = {452--462},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04167-0\_41},
doi = {10.1007/978-3-030-04167-0\_41},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/TranZNVN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YinTZ18,
author = {Jie Yin and
Son N. Tran and
Qing Zhang},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Human Identification via Unsupervised Feature Learning from {UWB}
Radar Data},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10937},
pages = {322--334},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93034-3\_26},
doi = {10.1007/978-3-319-93034-3\_26},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/YinTZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/TranZSK18,
author = {Son N. Tran and
Qing Zhang and
Vanessa Smallbon and
Mohan Karunanithi},
title = {Multi-Resident Activity Monitoring in Smart Homes: {A} Case Study},
booktitle = {2018 {IEEE} International Conference on Pervasive Computing and Communications
Workshops, PerCom Workshops 2018, Athens, Greece, March 19-23, 2018},
pages = {698--703},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/PERCOMW.2018.8480132},
doi = {10.1109/PERCOMW.2018.8480132},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/TranZSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06611,
author = {Son N. Tran and
Qing Zhang and
Mohan Karunanithi},
title = {On Multi-resident Activity Recognition in Ambient Smart-Homes},
journal = {CoRR},
volume = {abs/1806.06611},
year = {2018},
url = {http://arxiv.org/abs/1806.06611},
eprinttype = {arXiv},
eprint = {1806.06611},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Tran17,
author = {Son N. Tran},
title = {Propositional Knowledge Representation in Restricted Boltzmann Machines},
journal = {CoRR},
volume = {abs/1705.10899},
year = {2017},
url = {http://arxiv.org/abs/1705.10899},
eprinttype = {arXiv},
eprint = {1705.10899},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Tran17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Tran17a,
author = {Son N. Tran},
title = {Unsupervised Neural-Symbolic Integration},
journal = {CoRR},
volume = {abs/1706.01991},
year = {2017},
url = {http://arxiv.org/abs/1706.01991},
eprinttype = {arXiv},
eprint = {1706.01991},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Tran17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02245,
author = {Son N. Tran and
Srikanth Cherla and
Artur S. d'Avila Garcez and
Tillman Weyde},
title = {The Recurrent Temporal Discriminative Restricted Boltzmann Machines},
journal = {CoRR},
volume = {abs/1710.02245},
year = {2017},
url = {http://arxiv.org/abs/1710.02245},
eprinttype = {arXiv},
eprint = {1710.02245},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-02245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CherlaTWG16,
author = {Srikanth Cherla and
Son N. Tran and
Tillman Weyde and
Artur S. d'Avila Garcez},
title = {Generalising the Discriminative Restricted Boltzmann Machine},
journal = {CoRR},
volume = {abs/1604.01806},
year = {2016},
url = {http://arxiv.org/abs/1604.01806},
eprinttype = {arXiv},
eprint = {1604.01806},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CherlaTWG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/CherlaTWG15,
author = {Srikanth Cherla and
Son N. Tran and
Tillman Weyde and
Artur S. d'Avila Garcez},
editor = {Meinard M{\"{u}}ller and
Frans Wiering},
title = {Hybrid Long- and Short-Term Models of Folk Melodies},
booktitle = {Proceedings of the 16th International Society for Music Information
Retrieval Conference, {ISMIR} 2015, M{\'{a}}laga, Spain, October
26-30, 2015},
pages = {584--590},
year = {2015},
url = {http://ismir2015.uma.es/articles/140\_Paper.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/CherlaTWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semanticaudio/TranWWG14,
author = {Son N. Tran and
Daniel Wolff and
Tillman Weyde and
Artur S. d'Avila Garcez},
editor = {Christian Dittmar and
Gy{\"{o}}rgy Fazekas and
Sebastian Ewert},
title = {Feature Preprocessing with Restricted Boltzmann Machines for Music
Similarity Learning},
booktitle = {{AES} International Conference on Semantic Audio 2014, London, UK,
January 27-29, 2014},
publisher = {Audio Engineering Society},
year = {2014},
url = {http://www.aes.org/e-lib/browse.cfm?elib=17107},
timestamp = {Sun, 22 Sep 2019 23:55:09 +0200},
biburl = {https://dblp.org/rec/conf/semanticaudio/TranWWG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TranG13,
author = {Son N. Tran and
Artur S. d'Avila Garcez},
title = {Adaptive Feature Ranking for Unsupervised Transfer Learning},
journal = {CoRR},
volume = {abs/1312.6190},
year = {2013},
url = {http://arxiv.org/abs/1312.6190},
eprinttype = {arXiv},
eprint = {1312.6190},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TranG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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