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Building Energy Consumption Prediction: An Extreme Deep Learning Approach 期刊论文
ENERGIES, 2017, 卷号: 10, 期号: 10, 页码: 1-20
作者:  Li, Chengdong;  Ding, Zixiang;  Zhao, Dongbin;  Yi, Jianqiang;  Zhang, Guiqing
Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：344/56  |  提交时间：2017/12/30
Building Energy Consumption  Deep Learning  Stacked Autoencoders  Extreme Learning Machine  
Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
作者:  Ran, Zhi-Yong;  Hu, Bao-Gang
Adobe PDF(466Kb)  |  收藏  |  浏览/下载：354/111  |  提交时间：2017/07/18
Parameter Identifiability  Statistical Machine Learning  
Deep Reinforcement Learning With Visual Attention for Vehicle Classification 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2017, 卷号: 9, 期号: 4, 页码: 356-367
作者:  Zhao, Dongbin;  Chen, Yaran;  Lv, Le
Adobe PDF(3192Kb)  |  收藏  |  浏览/下载：1071/546  |  提交时间：2017/05/08
Convolutional Neural Network (Cnn)  Reinforcement Learning  Vehicle Classification  Visual Attention  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载：487/124  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Multimedia News Summarization in Search 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 3
作者:  Li, Zechao;  Tang, Jinhui;  Wang, Xueming;  Liu, Jing;  Lu, Hanqing
Adobe PDF(1304Kb)  |  收藏  |  浏览/下载：508/212  |  提交时间：2016/10/20
Design  Algorithms  Performance  Human Factors  News Summarization  Topic Structure  Multimodal  Hierarchical Latent Dirichlet Allocation  Maximum Spanning Tree  
Social balance in signed networks 期刊论文
INFORMATION SYSTEMS FRONTIERS, 2015, 卷号: 17, 期号: 5, 页码: 1077-1095
作者:  Zheng, Xiaolong;  Zeng, Daniel;  Wang, Fei-Yue
浏览  |  Adobe PDF(761Kb)  |  收藏  |  浏览/下载：436/130  |  提交时间：2015/11/04
Social Balance  Signed Networks  Empirical Study  Dynamicsmodel  
Optimal Budget Allocation Across Search Advertising Markets 期刊论文
INFORMS JOURNAL ON COMPUTING, 2015, 卷号: 27, 期号: 2, 页码: 285-300
作者:  Yang, Yanwu;  Zeng, Daniel;  Yang, Yinghui;  Zhang, Jie
浏览  |  Adobe PDF(1107Kb)  |  收藏  |  浏览/下载：628/252  |  提交时间：2015/09/17
Sponsored Search  Budget Allocation  Budget Strategy  Search Markets  
Budget Planning for Coupled Campaigns in Sponsored Search Auctions 期刊论文
INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE, 2014, 卷号: 18, 期号: 3, 页码: 39-65
作者:  Yang, Yanwu;  Qin, Rui;  Jansen, Bernard J.;  Zhang, Jie;  Zeng, Daniel
浏览  |  Adobe PDF(1781Kb)  |  收藏  |  浏览/下载：314/77  |  提交时间：2015/08/12
Advertising Campaigns  Budget Planning Decision Analysis  Online Advertising  Operations Research In marketIng  Optimal Control  Sponsored Search  Sponsored Search Auctions  
A GPU-Based Parallel Genetic Algorithm for Generating Daily Activity Plans 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2012, 卷号: 13, 期号: 3, 页码: 1474-1480
作者:  Wang, Kai;  Shen, Zhen
浏览  |  Adobe PDF(538Kb)  |  收藏  |  浏览/下载：306/103  |  提交时间：2015/08/12
Artificial Societies-computational Experiments-parallel Execution (Acp)  Artificial Transportation System (Ats)  Compute Unified Device Architecture (Cuda)  Daily Activity Plan  Genetic Algorithm (Ga)  Graphics Processing Unit (Gpu)  Microsimulation  
Dynamic dual adjustment of daily budgets and bids in sponsored search auctions 期刊论文
DECISION SUPPORT SYSTEMS, 2014, 卷号: 57, 期号: 0, 页码: 105-114
作者:  Zhang, Jie;  Yang, Yanwu;  Li, Xin;  Qin, Rui;  Zeng, Daniel
浏览  |  Adobe PDF(983Kb)  |  收藏  |  浏览/下载：358/101  |  提交时间：2015/08/12
Sponsored Search Auction  Budget Adjustment  Continuous Reinforcement Learning  Dynamic Adjustment