Deep Convolutional Neural Networks On Multichannel Time Series For Human Activity Recognition J Yang, MN Nguyen, PP San, XL Li, S Krishnaswamy IJCAI, 2015 | 1485 | 2015 |
Coded Aperture Compressive Temporal Imaging P Llull, X Liao, X Yuan, JB Yang, D Kittle, L Carin, G Sapiro, DJ Brady Optics Express, 2013 21 (9), 10526–10545, 2013 | 475 | 2013 |
Video Compressive Sensing Using Gaussian Mixture Models J Yang, X Yuan, X Liao, P Llull, DJ Brady, G Sapiro, L Carin IEEE Transactions on Image Processing, 2014 | 230 | 2014 |
Compressive Sensing by Learning a Gaussian Mixture Model from Measurements J Yang, X Liao, X Yuan, P Llull, DJ Brady, G Sapiro, L Carin IEEE Transactions on Image Processing, 2015 | 199 | 2015 |
Low-Cost Compressive Sensing for Color Video and Depth X Yuan, P Llull, X Liao, J Yang, G Sapiro, DJ Brady, L Carin IEEE Computer Vision and Pattern Recognition (CVPR), 2014 | 128 | 2014 |
Feature selection for mlp neural network: The use of random permutation of probabilistic outputs JB Yang, KQ Shen, CJ Ong, XP Li Neural Networks, IEEE Transactions on 20 (12), 1911-1922, 2009 | 108 | 2009 |
Repeat Buyer Prediction for E-Commerce G Liu, TT Nguyen, G Zhao, W Zha, J Yang, J Cao, M Wu, P Zhao, W Chen KDD, 2016 | 107 | 2016 |
Feature Selection Using Probabilistic Prediction of Support Vector Regression JB Yang, CJ Ong Neural Networks, IEEE Transactions on 22 (6), 954 - 962, 2011 | 66 | 2011 |
Adaptive Temporal Compressive Sensing for Video X Yuan, J Yang, P Llull, X Liao, G Sapiro, DJ Brady, L Carin International Conference on Image Processing (ICIP), 2013 | 65 | 2013 |
An improved algorithm for the solution of the regularization path of support vector machine CJ Ong, S Shao, J Yang IEEE Transactions on Neural Networks 21 (3), 451-462, 2010 | 64 | 2010 |
An Effective Feature Selection Method via Mutual Information Estimation. JB Yang, CJ Ong IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics: a …, 2012 | 51 | 2012 |
Classification and reconstruction of high-dimensional signals from low-dimensional features in the presence of side information F Renna, L Wang, X Yuan, J Yang, G Reeves, R Calderbank, L Carin, ... IEEE Transactions on Information Theory 62 (11), 6459-6492, 2016 | 46 | 2016 |
Gaussian Mixture Model for Video Compressive Sensing J Yang, X Yuan, X Liao, P Llull, G Sapiro, DJ Brady, L Carin Image Processing (ICIP), 2013 20th IEEE International Conference on, 19-23, 2013 | 28 | 2013 |
Gaussian Mixture Model for Video Compressive Sensing J Yang, X Yuan, X Liao, P Llull, G Sapiro, DJ Brady, L Carin International Conference on Image Processing (ICIP), 2013 | 28 | 2013 |
Hierarchical Maximum Margin Learning for Multi-Class Classification JB Yang, IW Tsang Uncertainty in Artificial Intelligence (UAI), 753-760, 2011 | 28 | 2011 |
Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach. JB Yang, Q Mao, QL Xiang, IW Tsang, KMA Chai, HL Chieu Empirical Methods in Natural Language Processing and Conference on Natural …, 2012 | 23 | 2012 |
Temporal compressive sensing for video P Llull, X Yuan, X Liao, J Yang, D Kittle, L Carin, G Sapiro, DJ Brady Compressed Sensing and Its Applications: MATHEON Workshop 2013, 41-74, 2015 | 19 | 2015 |
Compressive Extended Depth of Field Using Image Space Coding P Llull, X Yuan, X Liao, JB Yang, L Carin, G Sapiro, DJ Brady Computational Optical Sensing and Imaging (COSI), 2014 | 18 | 2014 |
Determination of Global Minima of Some Common Validation Functions in Support Vector Machine JB Yang, CJ Ong Neural Networks, IEEE Transactions on 22 (4), 654 - 659, 2011 | 17 | 2011 |
Compressive Sensing for Video Using a Passive Coding Element P Llull, X Liao, X Yuan, JB Yang, D Kittle, L Carin, G Sapiro, DJ Brady Computational Optical Sensing and Imaging, 2013 | 16 | 2013 |