NhatHai Phan
Title
Cited by
Cited by
Year
Differential privacy preservation for deep auto-encoders: an application of human behavior prediction
NH Phan, Y Wang, X Wu, D Dou
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
1592016
Adaptive laplace mechanism: Differential privacy preservation in deep learning
NH Phan, X Wu, H Hu, D Dou
2017 IEEE International Conference on Data Mining (ICDM), 385-394, 2017
812017
Ontology-based deep learning for human behavior prediction with explanations in health social networks
N Phan, D Dou, H Wang, D Kil, B Piniewski
Information sciences 384, 298-313, 2017
612017
Preserving differential privacy in convolutional deep belief networks
NH Phan, X Wu, D Dou
Machine learning 106 (9), 1681-1704, 2017
502017
Using a Haar wavelet transform, principal component analysis and neural networks for OCR in the presence of impulse noise
VG Spitsyn, YA Bolotova, NH Phan, TTT Bui
Computer Optics 40 (2), 249-257, 2016
372016
Social Restricted Boltzmann Machine: Human Behavior Prediction in Health Social Networks
NH Phan, D Dou, B Piniewski, D Kil
(ASONAM'15) The 2015 IEEE/ACM International Conference on Advances in Social …, 2015
312015
A 3D atrous convolutional long short-term memory network for background subtraction
Z Hu, T Turki, N Phan, JTL Wang
IEEE Access 6, 43450-43459, 2018
292018
Enabling real-time drug abuse detection in tweets
N Phan, SA Chun, M Bhole, J Geller
2017 IEEE 33rd International Conference on Data Engineering (ICDE), 1510-1514, 2017
222017
GeT_Move: An Efficient and Unifying Spatio-temporal Pattern Mining Algorithm for Moving Objects
PN Hai, P Poncelet, M Teisseire
International Symposium on Intelligent Data Analysis, 276-288, 2012
192012
Scalable Differential Privacy with Certified Robustness in Adversarial Learning
NH Phan, MT Thai, H Hu, R Jin, T Sun, D Dou
[ICML'20] arXiv preprint arXiv:1903.09822, 2020
17*2020
Topic-aware Physical Activity Propagation in a Health Social Network
N Phan, D Dou, J Ebrahimi, D Kil, B Piniewski
IEEE Intelligent Systems, 2015
172015
Importance sketching of influence dynamics in billion-scale networks
HT Nguyen, TP Nguyen, NH Phan, TN Dinh
2017 IEEE International Conference on Data Mining (ICDM), 337-346, 2017
162017
A deep learning approach for human behavior prediction with explanations in health social networks: social restricted Boltzmann machine (SRBM+)
N Phan, D Dou, B Piniewski, D Kil
Social network analysis and mining 6 (1), 1-14, 2016
162016
Dynamic socialized Gaussian process models for human behavior prediction in a health social network
Y Shen, NH Phan, X Xiao, R Jin, J Sun, B Piniewski, D Kil, D Dou
Knowledge and information systems 49 (2), 455-479, 2016
152016
All in one: Mining multiple movement patterns
N Phan, P Poncelet, M Teisseire
International Journal of Information Technology & Decision Making 15 (05 …, 2016
142016
Mining time relaxed gradual moving object clusters
PN Hai, D Ienco, P Poncelet, M Teisseire
Proceedings of the 20th International Conference on Advances in Geographic …, 2012
142012
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness
NH Phan, MN Vu, Y Liu, R Jin, D Dou, X Wu, MT Thai
IJCAI'19 Proceedings of the 28th International Joint Conference on …, 2019
132019
Evaluating explainers via perturbation
MN Vu, TD Nguyen, NH Phan, R Gera, MT Thai
Monterey, California. Naval Postgraduate School, 2019
132019
DPNE: Differentially private network embedding
D Xu, S Yuan, X Wu, HN Phan
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 235-246, 2018
122018
Ontology-based Deep Learning for Human Behavior Prediction in Health Social Networks
NH Phan, D Dou, W Hao, D Kil, B Piniewski
(ACM BCB'15) The ACM Conference on Bioinformatics, Computational Biology …, 2015
122015
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