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CASIA OpenIR

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Variational Inference Based Kernel Dynamic Bayesian Networks for Construction of Prediction Intervals for Industrial Time Series With Incomplete Input 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1429-1437
作者:  Long Chen;  Linqing Wang;  Zhongyang Han;  Jun Zhao;  Wei Wang
浏览  |  Adobe PDF(1543Kb)  |  收藏  |  浏览/下载：119/30  |  提交时间：2021/03/11
Industrial time series  kernel dynamic Bayesian networks (KDBN)  prediction intervals (PIs)  variational inference  
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
作者:  Du, Changde;  Du, Changying;  Huang, Lijie;  He, Huiguang
Adobe PDF(3773Kb)  |  收藏  |  浏览/下载：303/40  |  提交时间：2019/12/16
Deep neural network (DNN)  image reconstruction  multiview learning  neural decoding  variational Bayesian inference  
Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
作者:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
浏览  |  Adobe PDF(3843Kb)  |  收藏  |  浏览/下载：452/197  |  提交时间：2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
Structure learning for weighted networks based on Bayesian nonparametric models 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2016, 卷号: 7, 期号: 3, 页码: 479-489
作者:  Jiang XJ(蒋晓娟);  Zhang WS(张文生);  zhang wensheng
浏览  |  Adobe PDF(1060Kb)  |  收藏  |  浏览/下载：489/97  |  提交时间：2018/01/15
Structure Learning  Clustering  Probabilistic Graph Models  Bayesian Nonparametric Models  Variational Inference  
Robust multiple cameras pedestrian detection with multi-view Bayesian network 期刊论文
Pattern Recognition, 2015, 卷号: 48, 期号: 5, 页码: 1760-1772
作者:  Peng PX(彭佩玺);  Tian YH(田永鸿);  Wang YW(王耀威);  Li J(李甲);  Huang TJ(黄铁军)
浏览  |  Adobe PDF(16022Kb)  |  收藏  |  浏览/下载：249/65  |  提交时间：2018/01/08
Pedestrian Detection  Multiple Cameras  Multi-view Model  Bayesian Inference  Height Adaptive Projection  
Robust Visual Tracking Based on Simplified Biologically Inspired Features 会议论文
IEEE International Conference on Image Processing, 2009, Cairo, Egypt, 7-10 November 2009
作者:  Min Li;  Zhaoxiang Zhang;  Kaiqi Huang;  Tieniu Tan
收藏  |  浏览/下载：130/0  |  提交时间：2016/12/30
Robustness  Target Tracking  Biological System Modeling  Bayesian Methods  Particle Tracking  Sampling Methods  Particle Filters  Inference Algorithms  Lighting  Immune System  
Online Reinforcement Learning by Bayesian Inference 会议论文
Proceedings of International Joint Conference on Neural Networks 2015, Ireland, 2015年7月
作者:  Xia ZP(夏中谱);  Dongbin Zhao
浏览  |  Adobe PDF(751Kb)  |  收藏  |  浏览/下载：275/88  |  提交时间：2016/06/15
Reinforcement Learning  Bayesian Inference  Gaussian Processes  
Online reinforcement learning control by Bayesian inference 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2016, 卷号: 10, 期号: 12, 页码: 1331-1338
作者:  Xia, Zhongpu;  Zhao, Dongbin;  Dongbin Zhao
浏览  |  Adobe PDF(1559Kb)  |  收藏  |  浏览/下载：326/112  |  提交时间：2016/06/15
Learning Systems  Bayes Methods  Gaussian Processes  Optimal Control  Online Reinforcement Learning Control  Bayesian Inference  Self-learning Control  Probability  Action Value Function  Gaussian Process  Bayesian-state-action-reward-state-action Algorithm  
Accurate and Interpretable Bayesian MARS for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 卷号: 15, 期号: 6, 页码: 2457-2469
作者:  Xu, Yanyan;  Kong, Qing-Jie;  Klette, Reinhard;  Liu, Yuncai
收藏  |  浏览/下载：216/0  |  提交时间：2015/08/12
Bayesian Inference  Interpretable Model  Markov Chain Monte Carlo (Mcmc)  Multivariate Adaptive-regression Splines (Mars)  Spatiotemporal Relationship Analysis  Traffic Flow Prediction