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ORCIDBibTeX records: NhatHai Phan
@article{DBLP:journals/tmc/JiangHOLMCSLJBP24,
author = {Xiaopeng Jiang and
Han Hu and
Thinh On and
Phung Lai and
Vijaya Datta Mayyuri and
An M. Chen and
Devu M. Shila and
Adriaan Larmuseau and
Ruoming Jin and
Cristian Borcea and
NhatHai Phan},
title = {FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {23},
number = {1},
pages = {501--519},
year = {2024},
url = {https://doi.org/10.1109/TMC.2022.3223578},
doi = {10.1109/TMC.2022.3223578},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmc/JiangHOLMCSLJBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NguyenLTPT23,
author = {Truc D. T. Nguyen and
Phung Lai and
Khang Tran and
NhatHai Phan and
My T. Thai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Active Membership Inference Attack under Local Differential Privacy
in Federated Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5714--5730},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nguyen23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NguyenLTPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/NemalaLP23,
author = {Vaisnavi Nemala and
Phung Lai and
NhatHai Phan},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Differential Privacy in HyperNetworks for Personalized Federated Learning},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4224--4228},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615203},
doi = {10.1145/3583780.3615203},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/NemalaLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/JiangOPMMCJB23,
author = {Xiaopeng Jiang and
Thinh On and
NhatHai Phan and
Hessamaldin Mohammadi and
Vijaya Datta Mayyuri and
An M. Chen and
Ruoming Jin and
Cristian Borcea},
title = {Zone-based Federated Learning for Mobile Sensing Data},
booktitle = {{IEEE} International Conference on Pervasive Computing and Communications,
PerCom 2023, Atlanta, GA, USA, March 13-17, 2023},
pages = {141--148},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/PERCOM56429.2023.10099308},
doi = {10.1109/PERCOM56429.2023.10099308},
timestamp = {Mon, 24 Apr 2023 18:33:23 +0200},
biburl = {https://dblp.org/rec/conf/percom/JiangOPMMCJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12685,
author = {Truc D. T. Nguyen and
Phung Lai and
Khang Tran and
NhatHai Phan and
My T. Thai},
title = {Active Membership Inference Attack under Local Differential Privacy
in Federated Learning},
journal = {CoRR},
volume = {abs/2302.12685},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12685},
doi = {10.48550/ARXIV.2302.12685},
eprinttype = {arXiv},
eprint = {2302.12685},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06246,
author = {Xiaopeng Jiang and
Thinh On and
NhatHai Phan and
Hessamaldin Mohammadi and
Vijaya Datta Mayyuri and
An M. Chen and
Ruoming Jin and
Cristian Borcea},
title = {Zone-based Federated Learning for Mobile Sensing Data},
journal = {CoRR},
volume = {abs/2303.06246},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06246},
doi = {10.48550/ARXIV.2303.06246},
eprinttype = {arXiv},
eprint = {2303.06246},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16474,
author = {Khang Tran and
Ferdinando Fioretto and
Issa Khalil and
My T. Thai and
NhatHai Phan},
title = {FairDP: Certified Fairness with Differential Privacy},
journal = {CoRR},
volume = {abs/2305.16474},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16474},
doi = {10.48550/ARXIV.2305.16474},
eprinttype = {arXiv},
eprint = {2305.16474},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11754,
author = {Mahmoud Nazzal and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan and
Yao Ma},
title = {Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection},
journal = {CoRR},
volume = {abs/2308.11754},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11754},
doi = {10.48550/ARXIV.2308.11754},
eprinttype = {arXiv},
eprint = {2308.11754},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jco/AyranciLPHKND22,
author = {Pelin Ayranci and
Phung Lai and
NhatHai Phan and
Han Hu and
Alexander Kolinowski and
David Newman and
Deijing Dou},
title = {OnML: an ontology-based approach for interpretable machine learning},
journal = {J. Comb. Optim.},
volume = {44},
number = {1},
pages = {770--793},
year = {2022},
url = {https://doi.org/10.1007/s10878-022-00856-z},
doi = {10.1007/S10878-022-00856-Z},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jco/AyranciLPHKND22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LaiPSJDGB22,
author = {Phung Lai and
NhatHai Phan and
Tong Sun and
Rajiv Jain and
Franck Dernoncourt and
Jiuxiang Gu and
Nikolaos Barmpalios},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {User-Entity Differential Privacy in Learning Natural Language Models},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1465--1474},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020247},
doi = {10.1109/BIGDATA55660.2022.10020247},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LaiPSJDGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TranLPKMKTW22,
author = {Khang Tran and
Phung Lai and
NhatHai Phan and
Issa Khalil and
Yao Ma and
Abdallah Khreishah and
My T. Thai and
Xintao Wu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Heterogeneous Randomized Response for Differential Privacy in Graph
Neural Networks},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1582--1587},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020501},
doi = {10.1109/BIGDATA55660.2022.10020501},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/TranLPKMKTW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sds/FurthKLPJ22,
author = {Nicholas Furth and
Abdallah Khreishah and
Guanxiong Liu and
NhatHai Phan and
Yaser Jararweh},
editor = {Larbi Boubchir and
Boubaker Daachi and
Abdellah Mokrane and
Yaser Jararweh and
Elhadj Benkhelifa},
title = {Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness},
booktitle = {Ninth International Conference on Software Defined Systems, {SDS}
2022, Paris, France, December 12-15, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SDS57574.2022.10062890},
doi = {10.1109/SDS57574.2022.10062890},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sds/FurthKLPJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07063,
author = {Phung Lai and
NhatHai Phan and
Abdallah Khreishah and
Issa Khalil and
Xintao Wu},
title = {Model Transferring Attacks to Backdoor HyperNetwork in Personalized
Federated Learning},
journal = {CoRR},
volume = {abs/2201.07063},
year = {2022},
url = {https://arxiv.org/abs/2201.07063},
eprinttype = {arXiv},
eprint = {2201.07063},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-07063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12831,
author = {Phung Lai and
Han Hu and
NhatHai Phan and
Ruoming Jin and
My T. Thai and
An M. Chen},
title = {Lifelong {DP:} Consistently Bounded Differential Privacy in Lifelong
Machine Learning},
journal = {CoRR},
volume = {abs/2207.12831},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12831},
doi = {10.48550/ARXIV.2207.12831},
eprinttype = {arXiv},
eprint = {2207.12831},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01141,
author = {Phung Lai and
NhatHai Phan and
Tong Sun and
Rajiv Jain and
Franck Dernoncourt and
Jiuxiang Gu and
Nikolaos Barmpalios},
title = {User-Entity Differential Privacy in Learning Natural Language Models},
journal = {CoRR},
volume = {abs/2211.01141},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01141},
doi = {10.48550/ARXIV.2211.01141},
eprinttype = {arXiv},
eprint = {2211.01141},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05766,
author = {Khang Tran and
Phung Lai and
NhatHai Phan and
Issa Khalil and
Yao Ma and
Abdallah Khreishah and
My Tra Thai and
Xintao Wu},
title = {Heterogeneous Randomized Response for Differential Privacy in Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2211.05766},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05766},
doi = {10.48550/ARXIV.2211.05766},
eprinttype = {arXiv},
eprint = {2211.05766},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04454,
author = {Truc D. T. Nguyen and
Phung Lai and
NhatHai Phan and
My T. Thai},
title = {XRand: Differentially Private Defense against Explanation-Guided Attacks},
journal = {CoRR},
volume = {abs/2212.04454},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04454},
doi = {10.48550/ARXIV.2212.04454},
eprinttype = {arXiv},
eprint = {2212.04454},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiuKKP21,
author = {Guanxiong Liu and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {A Synergetic Attack against Neural Network Classifiers combining Backdoor
and Adversarial Examples},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {834--846},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671964},
doi = {10.1109/BIGDATA52589.2021.9671964},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiuKKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/VuNPGT21,
author = {Minh N. Vu and
Truc D. T. Nguyen and
NhatHai Phan and
Ralucca Gera and
My T. Thai},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {c-Eval: {A} Unified Metric to Evaluate Feature-based Explanations
via Perturbation},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {927--937},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671895},
doi = {10.1109/BIGDATA52589.2021.9671895},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/VuNPGT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csonet/PhanKPD21,
author = {NhatHai Phan and
David Kil and
Brigitte Piniewski and
Dejing Dou},
editor = {David Mohaisen and
Ruoming Jin},
title = {Social and Motivational Factors for the Spread of Physical Activities
in a Health Social Network},
booktitle = {Computational Data and Social Networks - 10th International Conference,
CSoNet 2021, Virtual Event, November 15-17, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13116},
pages = {184--196},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-91434-9\_17},
doi = {10.1007/978-3-030-91434-9\_17},
timestamp = {Thu, 09 Dec 2021 16:14:30 +0100},
biburl = {https://dblp.org/rec/conf/csonet/PhanKPD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/DesaiLPT21,
author = {Pradnya Desai and
Phung Lai and
NhatHai Phan and
My T. Thai},
editor = {Teddy Mantoro and
Minho Lee and
Media Anugerah Ayu and
Kok Wai Wong and
Achmad Nizar Hidayanto},
title = {Continual Learning with Differential Privacy},
booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}
2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part
{VI}},
series = {Communications in Computer and Information Science},
volume = {1517},
pages = {334--343},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92310-5\_39},
doi = {10.1007/978-3-030-92310-5\_39},
timestamp = {Fri, 17 Jun 2022 11:58:27 +0200},
biburl = {https://dblp.org/rec/conf/iconip/DesaiLPT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01275,
author = {Guanxiong Liu and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan},
title = {A Synergetic Attack against Neural Network Classifiers combining Backdoor
and Adversarial Examples},
journal = {CoRR},
volume = {abs/2109.01275},
year = {2021},
url = {https://arxiv.org/abs/2109.01275},
eprinttype = {arXiv},
eprint = {2109.01275},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-05223,
author = {Pradnya Desai and
Phung Lai and
NhatHai Phan and
My T. Thai},
title = {Continual Learning with Differential Privacy},
journal = {CoRR},
volume = {abs/2110.05223},
year = {2021},
url = {https://arxiv.org/abs/2110.05223},
eprinttype = {arXiv},
eprint = {2110.05223},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-05223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09445,
author = {Han Hu and
Xiaopeng Jiang and
Vijaya Datta Mayyuri and
An M. Chen and
Devu M. Shila and
Adriaan Larmuseau and
Ruoming Jin and
Cristian Borcea and
NhatHai Phan},
title = {FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps},
journal = {CoRR},
volume = {abs/2111.09445},
year = {2021},
url = {https://arxiv.org/abs/2111.09445},
eprinttype = {arXiv},
eprint = {2111.09445},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/LiuSRRP20,
author = {Shaobo Liu and
Frank Y. Shih and
Gareth Russell and
Kimberly Russell and
Hai Phan},
title = {Classification of Ecological Data by Deep Learning},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {34},
number = {13},
pages = {2052010:1--2052010:20},
year = {2020},
url = {https://doi.org/10.1142/S0218001420520102},
doi = {10.1142/S0218001420520102},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/LiuSRRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PhanTHJSD20,
author = {NhatHai Phan and
My T. Thai and
Han Hu and
Ruoming Jin and
Tong Sun and
Dejing Dou},
title = {Scalable Differential Privacy with Certified Robustness in Adversarial
Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7683--7694},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/phan20a.html},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PhanTHJSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LaiPHBND20,
author = {Phung Lai and
NhatHai Phan and
Han Hu and
Anuja Badeti and
David Newman and
Dejing Dou},
title = {Ontology-based Interpretable Machine Learning for Textual Data},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--10},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206753},
doi = {10.1109/IJCNN48605.2020.9206753},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LaiPHBND20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/csonet/2020,
editor = {Sriram Chellappan and
Kim{-}Kwang Raymond Choo and
NhatHai Phan},
title = {Computational Data and Social Networks - 9th International Conference,
CSoNet 2020, Dallas, TX, USA, December 11-13, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12575},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66046-8},
doi = {10.1007/978-3-030-66046-8},
isbn = {978-3-030-66045-1},
timestamp = {Wed, 06 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csonet/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00204,
author = {Phung Lai and
NhatHai Phan and
Han Hu and
Anuja Badeti and
David Newman and
Dejing Dou},
title = {Ontology-based Interpretable Machine Learning for Textual Data},
journal = {CoRR},
volume = {abs/2004.00204},
year = {2020},
url = {https://arxiv.org/abs/2004.00204},
eprinttype = {arXiv},
eprint = {2004.00204},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/ShenSYPFCLWHS19,
author = {Zhiqiang Shen and
Honghui Shi and
Jiahui Yu and
Hai Phan and
Rog{\'{e}}rio Feris and
Liangliang Cao and
Ding Liu and
Xinchao Wang and
Thomas S. Huang and
Marios Savvides},
title = {Improving Object Detection from Scratch via Gated Feature Reuse},
booktitle = {30th British Machine Vision Conference 2019, {BMVC} 2019, Cardiff,
UK, September 9-12, 2019},
pages = {247},
publisher = {{BMVA} Press},
year = {2019},
url = {https://bmvc2019.org/wp-content/uploads/papers/0663-paper.pdf},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/ShenSYPFCLWHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csonet/LiuYPH19,
author = {Wuji Liu and
Xinyue Ye and
Hai Phan and
Han Hu},
editor = {Andrea Tagarelli and
Hanghang Tong},
title = {Scalable Self-taught Deep-Embedded Learning Framework for Drug Abuse
Spatial Behaviors Detection},
booktitle = {Computational Data and Social Networks - 8th International Conference,
CSoNet 2019, Ho Chi Minh City, Vietnam, November 18-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11917},
pages = {223--228},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34980-6\_26},
doi = {10.1007/978-3-030-34980-6\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csonet/LiuYPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csonet/JinS00P19,
author = {Ruoming Jin and
Yelong Sheng and
Lin Liu and
Xue{-}wen Chen and
NhatHai Phan},
editor = {Andrea Tagarelli and
Hanghang Tong},
title = {Limiting the Neighborhood: De-Small-World Network for Outbreak Prevention},
booktitle = {Computational Data and Social Networks - 8th International Conference,
CSoNet 2019, Ho Chi Minh City, Vietnam, November 18-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11917},
pages = {229--245},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34980-6\_27},
doi = {10.1007/978-3-030-34980-6\_27},
timestamp = {Wed, 13 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csonet/JinS00P19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/HuPYJDDV19,
author = {Han Hu and
NhatHai Phan and
Xinyue Ye and
Ruoming Jin and
Kele Ding and
Dejing Dou and
Huy T. Vo},
editor = {Farnoush Banaei Kashani and
Goce Trajcevski and
Ralf Hartmut G{\"{u}}ting and
Lars Kulik and
Shawn D. Newsam},
title = {DrugTracker: {A} Community-focused Drug Abuse Monitoring and Supporting
System using Social Media and Geospatial Data (Demo Paper)},
booktitle = {Proceedings of the 27th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {SIGSPATIAL} 2019,
Chicago, IL, USA, November 5-8, 2019},
pages = {564--567},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3347146.3359076},
doi = {10.1145/3347146.3359076},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/HuPYJDDV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PhanVLJDWT19,
author = {NhatHai Phan and
Minh N. Vu and
Yang Liu and
Ruoming Jin and
Dejing Dou and
Xintao Wu and
My T. Thai},
editor = {Sarit Kraus},
title = {Heterogeneous Gaussian Mechanism: Preserving Differential Privacy
in Deep Learning with Provable Robustness},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4753--4759},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/660},
doi = {10.24963/IJCAI.2019/660},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PhanVLJDWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/HuPGIVDC19,
author = {Han Hu and
NhatHai Phan and
James Geller and
Stephen Iezzi and
Huy T. Vo and
Dejing Dou and
Soon Ae Chun},
editor = {Lucila Ohno{-}Machado and
Brigitte S{\'{e}}roussi},
title = {An Ensemble Deep Learning Model for Drug Abuse Detection in Sparse
Twitter-Sphere},
booktitle = {{MEDINFO} 2019: Health and Wellbeing e-Networks for All - Proceedings
of the 17th World Congress on Medical and Health Informatics, Lyon,
France, 25-30 August 2019},
series = {Studies in Health Technology and Informatics},
volume = {264},
pages = {163--167},
publisher = {{IOS} Press},
year = {2019},
url = {https://doi.org/10.3233/SHTI190204},
doi = {10.3233/SHTI190204},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medinfo/HuPGIVDC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/WangPWZ19,
author = {Shaohua Wang and
NhatHai Phan and
Yan Wang and
Yong Zhao},
editor = {Margaret{-}Anne D. Storey and
Bram Adams and
Sonia Haiduc},
title = {Extracting {API} tips from developer question and answer websites},
booktitle = {Proceedings of the 16th International Conference on Mining Software
Repositories, {MSR} 2019, 26-27 May 2019, Montreal, Canada},
pages = {321--332},
publisher = {{IEEE} / {ACM}},
year = {2019},
url = {https://doi.org/10.1109/MSR.2019.00058},
doi = {10.1109/MSR.2019.00058},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/msr/WangPWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09822,
author = {NhatHai Phan and
Ruoming Jin and
My T. Thai and
Han Hu and
Dejing Dou},
title = {Preserving Differential Privacy in Adversarial Learning with Provable
Robustness},
journal = {CoRR},
volume = {abs/1903.09822},
year = {2019},
url = {http://arxiv.org/abs/1903.09822},
eprinttype = {arXiv},
eprint = {1903.09822},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02062,
author = {Han Hu and
NhatHai Phan and
James Geller and
Stephen Iezzi and
Huy T. Vo and
Dejing Dou and
Soon Ae Chun},
title = {An Ensemble Deep Learning Model for Drug Abuse Detection in Sparse
Twitter-Sphere},
journal = {CoRR},
volume = {abs/1904.02062},
year = {2019},
url = {http://arxiv.org/abs/1904.02062},
eprinttype = {arXiv},
eprint = {1904.02062},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01444,
author = {NhatHai Phan and
Minh N. Vu and
Yang Liu and
Ruoming Jin and
Dejing Dou and
Xintao Wu and
My T. Thai},
title = {Heterogeneous Gaussian Mechanism: Preserving Differential Privacy
in Deep Learning with Provable Robustness},
journal = {CoRR},
volume = {abs/1906.01444},
year = {2019},
url = {http://arxiv.org/abs/1906.01444},
eprinttype = {arXiv},
eprint = {1906.01444},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02032,
author = {Minh N. Vu and
Truc D. T. Nguyen and
NhatHai Phan and
Ralucca Gera and
My T. Thai},
title = {Evaluating Explainers via Perturbation},
journal = {CoRR},
volume = {abs/1906.02032},
year = {2019},
url = {http://arxiv.org/abs/1906.02032},
eprinttype = {arXiv},
eprint = {1906.02032},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuTPW18,
author = {Zhihang Hu and
Turki Turki and
NhatHai Phan and
Jason T. L. Wang},
title = {A 3D Atrous Convolutional Long Short-Term Memory Network for Background
Subtraction},
journal = {{IEEE} Access},
volume = {6},
pages = {43450--43459},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2861223},
doi = {10.1109/ACCESS.2018.2861223},
timestamp = {Mon, 17 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/HuTPW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csonet/HuPGVBHLDC18,
author = {Han Hu and
NhatHai Phan and
James Geller and
Huy T. Vo and
Manasi Bhole and
Xueqi Huang and
Sophie Di Lorio and
Thang Dinh and
Soon Ae Chun},
editor = {Xuemin Chen and
Arunabha Sen and
Wei Wayne Li and
My T. Thai},
title = {Deep Self-Taught Learning for Detecting Drug Abuse Risk Behavior in
Tweets},
booktitle = {Computational Data and Social Networks - 7th International Conference,
CSoNet 2018, Shanghai, China, December 18-20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11280},
pages = {330--342},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04648-4\_28},
doi = {10.1007/978-3-030-04648-4\_28},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csonet/HuPGVBHLDC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/HuMDGIPVC18,
author = {Han Hu and
Pranavi Moturu and
Kannan Dharan and
James Geller and
Sophie Iorio and
Hai Phan and
Huy T. Vo and
Soon Ae Chun},
title = {Deep Learning Model for Classifying Drug Abuse Risk Behavior in Tweets},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2018, New York City, NY, USA, June 4-7, 2018},
pages = {386--387},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICHI.2018.00066},
doi = {10.1109/ICHI.2018.00066},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/HuMDGIPVC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/FangJXQDP18,
author = {Yixin Fang and
Ruoming Jin and
Wei Xiong and
Xiaoning Qian and
Dejing Dou and
Hai Phan},
editor = {Lefteri H. Tsoukalas and
{\'{E}}ric Gr{\'{e}}goire and
Miltiadis Alamaniotis},
title = {Recursive Structure Similarity: {A} Novel Algorithm for Graph Clustering},
booktitle = {{IEEE} 30th International Conference on Tools with Artificial Intelligence,
{ICTAI} 2018, 5-7 November 2018, Volos, Greece},
pages = {395--400},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICTAI.2018.00068},
doi = {10.1109/ICTAI.2018.00068},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/FangJXQDP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/XuYWP18,
author = {Depeng Xu and
Shuhan Yuan and
Xintao Wu and
NhatHai Phan},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {{DPNE:} Differentially Private Network Embedding},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10938},
pages = {235--246},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93037-4\_19},
doi = {10.1007/978-3-319-93037-4\_19},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/XuYWP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PhanDWKP17,
author = {NhatHai Phan and
Dejing Dou and
Hao Wang and
David Kil and
Brigitte Piniewski},
title = {Ontology-based deep learning for human behavior prediction with explanations
in health social networks},
journal = {Inf. Sci.},
volume = {384},
pages = {298--313},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2016.08.038},
doi = {10.1016/J.INS.2016.08.038},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/PhanDWKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PhanWD17,
author = {NhatHai Phan and
Xintao Wu and
Dejing Dou},
title = {Preserving differential privacy in convolutional deep belief networks},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1681--1704},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5656-2},
doi = {10.1007/S10994-017-5656-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PhanWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PhanCBG17,
author = {NhatHai Phan and
Soon Ae Chun and
Manasi Bhole and
James Geller},
title = {Enabling Real-Time Drug Abuse Detection in Tweets},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {1510--1514},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.221},
doi = {10.1109/ICDE.2017.221},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PhanCBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NguyenNPD17,
author = {Hung T. Nguyen and
Tri P. Nguyen and
NhatHai Phan and
Thang N. Dinh},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Importance Sketching of Influence Dynamics in Billion-Scale Networks},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {337--346},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.43},
doi = {10.1109/ICDM.2017.43},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NguyenNPD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PhanWHD17,
author = {NhatHai Phan and
Xintao Wu and
Han Hu and
Dejing Dou},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep
Learning},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {385--394},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.48},
doi = {10.1109/ICDM.2017.48},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PhanWHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AmimeurPDKP17,
author = {Amnay Amimeur and
NhatHai Phan and
Dejing Dou and
David Kil and
Brigitte Piniewski},
editor = {Xuewen Chen and
Bo Luo and
Feng Luo and
Vasile Palade and
M. Arif Wani},
title = {Time-Sensitive Behavior Prediction in a Health Social Network},
booktitle = {16th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
pages = {1083--1088},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICMLA.2017.000-4},
doi = {10.1109/ICMLA.2017.000-4},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AmimeurPDKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PhanWD17,
author = {NhatHai Phan and
Xintao Wu and
Dejing Dou},
title = {Preserving Differential Privacy in Convolutional Deep Belief Networks},
journal = {CoRR},
volume = {abs/1706.08839},
year = {2017},
url = {http://arxiv.org/abs/1706.08839},
eprinttype = {arXiv},
eprint = {1706.08839},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PhanWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03565,
author = {Hung T. Nguyen and
Tri P. Nguyen and
NhatHai Phan and
Thang N. Dinh},
title = {Importance Sketching of Influence Dynamics in Billion-scale Networks},
journal = {CoRR},
volume = {abs/1709.03565},
year = {2017},
url = {http://arxiv.org/abs/1709.03565},
eprinttype = {arXiv},
eprint = {1709.03565},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05750,
author = {NhatHai Phan and
Xintao Wu and
Han Hu and
Dejing Dou},
title = {Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep
Learning},
journal = {CoRR},
volume = {abs/1709.05750},
year = {2017},
url = {http://arxiv.org/abs/1709.05750},
eprinttype = {arXiv},
eprint = {1709.05750},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/PhanEKPD16,
author = {NhatHai Phan and
Javid Ebrahimi and
David Kil and
Brigitte Piniewski and
Dejing Dou},
title = {Topic-Aware Physical Activity Propagation in a Health Social Network},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {1},
pages = {5--14},
year = {2016},
url = {https://doi.org/10.1109/MIS.2015.92},
doi = {10.1109/MIS.2015.92},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/PhanEKPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/PhanPT16,
author = {NhatHai Phan and
Pascal Poncelet and
Maguelonne Teisseire},
title = {All in One: Mining Multiple Movement Patterns},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {15},
number = {5},
pages = {1115--1156},
year = {2016},
url = {https://doi.org/10.1142/S0219622016500280},
doi = {10.1142/S0219622016500280},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijitdm/PhanPT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ShenPXJSPKD16,
author = {Yelong Shen and
NhatHai Phan and
Xiao Xiao and
Ruoming Jin and
Junfeng Sun and
Brigitte Piniewski and
David Kil and
Dejing Dou},
title = {Dynamic socialized Gaussian process models for human behavior prediction
in a health social network},
journal = {Knowl. Inf. Syst.},
volume = {49},
number = {2},
pages = {455--479},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0910-z},
doi = {10.1007/S10115-015-0910-Z},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ShenPXJSPKD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/PhanDPK16,
author = {NhatHai Phan and
Dejing Dou and
Brigitte Piniewski and
David Kil},
title = {A deep learning approach for human behavior prediction with explanations
in health social networks: social restricted Boltzmann machine {(SRBM+)}},
journal = {Soc. Netw. Anal. Min.},
volume = {6},
number = {1},
pages = {79:1--79:14},
year = {2016},
url = {https://doi.org/10.1007/s13278-016-0379-0},
doi = {10.1007/S13278-016-0379-0},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/PhanDPK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/PhanEKPD16,
author = {NhatHai Phan and
Javid Ebrahimi and
David Kil and
Brigitte Piniewski and
Dejing Dou},
title = {Topic-Aware Physical Activity Propagation with Temporal Dynamics in
a Health Social Network},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {8},
number = {1},
pages = {2:1--2:20},
year = {2016},
url = {https://doi.org/10.1145/2873066},
doi = {10.1145/2873066},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/PhanEKPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Phan0WD16,
author = {NhatHai Phan and
Yue Wang and
Xintao Wu and
Dejing Dou},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Differential Privacy Preservation for Deep Auto-Encoders: an Application
of Human Behavior Prediction},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1309--1316},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10165},
doi = {10.1609/AAAI.V30I1.10165},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Phan0WD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/EbrahimiPDPK16,
author = {Javid Ebrahimi and
NhatHai Phan and
Dejing Dou and
Brigitte Piniewski and
David Kil},
editor = {Patty Kostkova and
Floriana Grasso and
Carlos Castillo},
title = {Characterizing Physical Activity in a Health Social Network},
booktitle = {Proceedings of the 6th International Conference on Digital Health
Conference, {DH} 2016, Montr{\'{e}}al, QC, Canada, April 11-13,
2016},
pages = {123--129},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2896338.2896349},
doi = {10.1145/2896338.2896349},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ehealth/EbrahimiPDPK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AmimeurPDKP16,
author = {Amnay Amimeur and
NhatHai Phan and
Dejing Dou and
David Kil and
Brigitte Piniewski},
title = {Interaction Network Representations for Human Behavior Prediction},
booktitle = {15th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2016, Anaheim, CA, USA, December 18-20, 2016},
pages = {87--93},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICMLA.2016.0023},
doi = {10.1109/ICMLA.2016.0023},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/AmimeurPDKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/PhanDPK15,
author = {NhatHai Phan and
Dejing Dou and
Brigitte Piniewski and
David Kil},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Social Restricted Boltzmann Machine: Human Behavior Prediction in
Health Social Networks},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {424--431},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2809307},
doi = {10.1145/2808797.2809307},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/PhanDPK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/PhanDWKP15,
author = {NhatHai Phan and
Dejing Dou and
Hao Wang and
David Kil and
Brigitte Piniewski},
title = {Ontology-based deep learning for human behavior prediction in health
social networks},
booktitle = {Proceedings of the 6th {ACM} Conference on Bioinformatics, Computational
Biology and Health Informatics, {BCB} 2015, Atlanta, GA, USA, September
9-12, 2015},
pages = {433--442},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808719.2808764},
doi = {10.1145/2808719.2808764},
timestamp = {Sat, 14 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/PhanDWKP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PhanIMPT15,
author = {NhatHai Phan and
Dino Ienco and
Donato Malerba and
Pascal Poncelet and
Maguelonne Teisseire},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Mining Multi-Relational Gradual Patterns},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {846--854},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.95},
doi = {10.1137/1.9781611974010.95},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PhanIMPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PhanDXPK14,
author = {NhatHai Phan and
Dejing Dou and
Xiao Xiao and
Brigitte Piniewski and
David Kil},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Analysis of Physical Activity Propagation in a Health Social Network},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1329--1338},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662025},
doi = {10.1145/2661829.2662025},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/PhanDXPK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Phan13a,
author = {NhatHai Phan},
title = {Mining Object Movement Patterns from Trajectory Data. (Une approche
unifi{\'{e}}e pour extraire des motifs {\`{a}} partir de donn{\'{e}}es
de trajectoires)},
school = {Montpellier 2 University, France},
year = {2013},
url = {https://tel.archives-ouvertes.fr/tel-01379206},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Phan13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isi/HaiPT13,
author = {Phan Nhat Hai and
Pascal Poncelet and
Maguelonne Teisseire},
title = {Get{\_}Move : fouille de donn{\'{e}}es d'objets mobiles},
journal = {Ing{\'{e}}nierie des Syst{\`{e}}mes d Inf.},
volume = {18},
number = {4},
pages = {145--169},
year = {2013},
url = {https://doi.org/10.3166/isi.18.4.145-169},
doi = {10.3166/ISI.18.4.145-169},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isi/HaiPT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HaiIPT13,
author = {Phan Nhat Hai and
Dino Ienco and
Pascal Poncelet and
Maguelonne Teisseire},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Mining Representative Movement Patterns through Compression},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {314--326},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_26},
doi = {10.1007/978-3-642-37453-1\_26},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HaiIPT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/HaiIPT12,
author = {Phan Nhat Hai and
Dino Ienco and
Pascal Poncelet and
Maguelonne Teisseire},
editor = {Shuigeng Zhou and
Songmao Zhang and
George Karypis},
title = {Mining Fuzzy Moving Object Clusters},
booktitle = {Advanced Data Mining and Applications, 8th International Conference,
{ADMA} 2012, Nanjing, China, December 15-18, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7713},
pages = {100--114},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35527-1\_9},
doi = {10.1007/978-3-642-35527-1\_9},
timestamp = {Thu, 14 Oct 2021 10:01:34 +0200},
biburl = {https://dblp.org/rec/conf/adma/HaiIPT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/HaiIPT12,
author = {Phan Nhat Hai and
Dino Ienco and
Pascal Poncelet and
Maguelonne Teisseire},
editor = {Isabel F. Cruz and
Craig A. Knoblock and
Peer Kr{\"{o}}ger and
Egemen Tanin and
Peter Widmayer},
title = {Mining time relaxed gradual moving object clusters},
booktitle = {{SIGSPATIAL} 2012 International Conference on Advances in Geographic
Information Systems (formerly known as GIS), SIGSPATIAL'12, Redondo
Beach, CA, USA, November 7-9, 2012},
pages = {478--481},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2424321.2424394},
doi = {10.1145/2424321.2424394},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/HaiIPT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/HaiPT12,
author = {Phan Nhat Hai and
Pascal Poncelet and
Maguelonne Teisseire},
editor = {Jaakko Hollm{\'{e}}n and
Frank Klawonn and
Allan Tucker},
title = {GeT{\_}Move: An Efficient and Unifying Spatio-temporal Pattern Mining
Algorithm for Moving Objects},
booktitle = {Advances in Intelligent Data Analysis {XI} - 11th International Symposium,
{IDA} 2012, Helsinki, Finland, October 25-27, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7619},
pages = {276--288},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34156-4\_26},
doi = {10.1007/978-3-642-34156-4\_26},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/HaiPT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipers/BouillotHBBIMPRT12,
author = {Flavien Bouillot and
Phan Nhat Hai and
Nicolas B{\'{e}}chet and
Sandra Bringay and
Dino Ienco and
Stan Matwin and
Pascal Poncelet and
Mathieu Roche and
Maguelonne Teisseire},
editor = {Yuzuru Tanaka and
Nicolas Spyratos and
Tetsuya Yoshida and
Carlo Meghini},
title = {How to Extract Relevant Knowledge from Tweets?},
booktitle = {Information Search, Integration and Personalization - International
Workshop, {ISIP} 2012, Sapporo, Japan, October 11-13, 2012. Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {146},
pages = {111--120},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-40140-4\_12},
doi = {10.1007/978-3-642-40140-4\_12},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isipers/BouillotHBBIMPRT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaiIPT12,
author = {Phan Nhat Hai and
Dino Ienco and
Pascal Poncelet and
Maguelonne Teisseire},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Extracting Trajectories through an Efficient and Unifying Spatio-temporal
Pattern Mining System},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {820--823},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_55},
doi = {10.1007/978-3-642-33486-3\_55},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HaiIPT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0864,
author = {Phan Nhat Hai and
Pascal Poncelet and
Maguelonne Teisseire},
title = {GeT{\_}Move: An Efficient and Unifying Spatio-Temporal Pattern Mining
Algorithm for Moving Objects},
journal = {CoRR},
volume = {abs/1204.0864},
year = {2012},
url = {http://arxiv.org/abs/1204.0864},
eprinttype = {arXiv},
eprint = {1204.0864},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsdm/HaiPT11,
author = {Phan Nhat Hai and
Pascal Poncelet and
Maguelonne Teisseire},
title = {Moving objects: Combining gradual rules and spatio-temporal patterns},
booktitle = {{IEEE} International Conference on Spatial Data Mining and Geographical
Knowledge Services, {ICSDM} 2011, Fuzhou, China, June 29 - July 1,
2011},
pages = {131--136},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSDM.2011.5969019},
doi = {10.1109/ICSDM.2011.5969019},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsdm/HaiPT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/HaiS10,
author = {Phan Nhat Hai and
Hyoseop Shin},
editor = {Wook{-}Shin Han and
Divesh Srivastava and
Ge Yu and
Hwanjo Yu and
Zi Helen Huang},
title = {Effective Clustering of Dense and Concentrated Online Communities},
booktitle = {Advances in Web Technologies and Applications, Proceedings of the
12th Asia-Pacific Web Conference, APWeb 2010, Busan, Korea, 6-8 April
2010},
pages = {133--139},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/APWeb.2010.73},
doi = {10.1109/APWEB.2010.73},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apweb/HaiS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HaiHS10,
author = {Phan Nhat Hai and
Van Duc Thong Hoang and
Hyoseop Shin},
editor = {Alberto Del Bimbo and
Shih{-}Fu Chang and
Arnold W. M. Smeulders},
title = {Adaptive combination of tag and link-based user similarity in flickr},
booktitle = {Proceedings of the 18th International Conference on Multimedia 2010,
Firenze, Italy, October 25-29, 2010},
pages = {675--678},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1873951.1874049},
doi = {10.1145/1873951.1874049},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/HaiHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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