NhatHai Phan
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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
1472016
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
692017
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
592017
Preserving differential privacy in convolutional deep belief networks
NH Phan, X Wu, D Dou
Machine learning 106 (9), 1681-1704, 2017
472017
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
382016
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
262018
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
192017
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
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
Topic-aware Physical Activity Propagation in a Health Social Network
N Phan, D Dou, J Ebrahimi, D Kil, B Piniewski
IEEE Intelligent Systems, 2015
162015
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
142016
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
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
132017
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
12*2020
Evaluating explainers via perturbation
MN Vu, TD Nguyen, NH Phan, R Gera, MT Thai
arXiv preprint arXiv:1906.02032, 2019
122019
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
Face and hand gesture recognition algorithm based on wavelet transforms and principal component analysis
TTT Bui, NH Phan, VG Spitsyn
2012 7th International Forum on Strategic Technology (IFOST), 1-4, 2012
122012
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
112019
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Artikelen 1–20