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
Aaai 16, 1309-1316, 2016
1022016
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
432017
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
392017
Preserving differential privacy in convolutional deep belief networks
NH Phan, X Wu, D Dou
Machine learning 106 (9-10), 1681-1704, 2017
292017
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
282016
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
262015
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
182012
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
172018
Enabling real-time drug abuse detection in tweets
NH Phan, SA Chun, M Bhole, J Geller
2017 IEEE 33rd International Conference on Data Engineering (ICDE), 1510-1514, 2017
162017
Topic-aware Physical Activity Propagation in a Health Social Network
N Phan, D Dou, J Ebrahimi, D Kil, B Piniewski
IEEE Intelligent Systems, 2015
152015
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
132016
All in one: Mining multiple movement patterns
N Phan, P Poncelet, M Teisseire
International Journal of Information Technology & Decision Making 15 (05 …, 2016
132016
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
132012
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
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
112017
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
112012
Comparison of two ESI-MS based H/D exchange methods for extracting protein folding energies
R Liyanage, N Devarapalli, LM Puckett, NH Phan, J Gidden, WE Stites, ...
International journal of mass spectrometry 287 (1-3), 96-104, 2009
112009
Deep Self-Taught Learning for Detecting Drug Abuse Risk Behavior in Tweets
H Hu, NH Phan, J Geller, H Vo, B Manasi, X Huang, S Di Lorio, T Dinh, ...
International Conference on Computational Data and Social Networks (CSoNet 2018), 2018
102018
Analysis of physical activity propagation in a health social network
NH Phan, D Dou, X Xiao, B Piniewski, D Kil
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
102014
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), 79, 2016
92016
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