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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
浏览  |  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  
Who Are Your "Real" Friends: Analyzing and Distinguishing Between Offline and Online Friendships From Social Multimedia Data 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 6, 页码: 1299-1313
作者:  Lu, Dongyuan;  Sang, Jitao;  Chen, Zhineng;  Xu, Min;  Mei, Tao
浏览  |  Adobe PDF(614Kb)  |  收藏  |  浏览/下载：236/0  |  提交时间：2017/09/12
Photo Sharing Behavior Analysis  Offline Friendship Identification  Social Multimedia Mining  
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
浏览  |  Adobe PDF(466Kb)  |  收藏  |  浏览/下载：352/110  |  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
浏览  |  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  
A multi-level text representation model within background knowledge based on human cognitive process for big data analysis 期刊论文
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2016, 卷号: 19, 期号: 3, 页码: 1475-1487
作者:  Wei, Xiao;  Zhang, Jun;  Zeng, Daniel Dajun;  Li, Qing
浏览  |  Adobe PDF(4930Kb)  |  收藏  |  浏览/下载：414/163  |  提交时间：2016/12/26
Text Comprehension  Background Knowledge  Text Representation  Human Cognitive Process  Surface Code  Text Base  Situational Model  Semantics  
Biologically Inspired Model for Visual Cognition Achieving Unsupervised Episodic and Semantic Feature Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 10, 页码: 2335-2347
作者:  Qiao, Hong;  Li, Yinlin;  Li, Fengfu;  Xi, Xuanyang;  Wu, Wei
浏览  |  Adobe PDF(2781Kb)  |  收藏  |  浏览/下载：486/160  |  提交时间：2016/06/21
Biologically Inspired  Hierarchical Model  Key Components Learning  Semantic Description  
A model-free scheme for meme ranking in social media 期刊论文
DECISION SUPPORT SYSTEMS, 2016, 卷号: 81, 页码: 1-11
作者:  He, Saike;  Zheng, Xiaolong;  Zeng, Daniel
Adobe PDF(629Kb)  |  收藏  |  浏览/下载：348/79  |  提交时间：2016/04/03
Meme Ranking  Model-free Scheme  Transfer Entropy  
Exploring Entrainment Patterns of Human Emotion in Social Media 期刊论文
PLOS ONE, 2016, 卷号: 11, 期号: 3, 页码: e0150630
作者:  He, Saike;  Zheng, Xiaolong;  Zeng, Daniel;  Luo, Chuan;  Zhang, Zhu
Adobe PDF(1152Kb)  |  收藏  |  浏览/下载：422/110  |  提交时间：2016/04/03
Co-evolution-based mechanism design for sponsored search advertising 期刊论文
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2012, 卷号: 11, 期号: 6, 页码: 537-547
作者:  Yuan, Yong;  Zeng, Daniel
Adobe PDF(1718Kb)  |  收藏  |  浏览/下载：299/93  |  提交时间：2015/08/12
Sponsored Search Advertising  Mechanism Design  Co-evolutionary Simulation  Niche-based Evolution  
Which photo groups should I choose? A comparative study of recommendation algorithms in Flickr 期刊论文
JOURNAL OF INFORMATION SCIENCE, 2010, 卷号: 36, 期号: 6, 页码: 733-750
作者:  Zheng, Nan;  Li, Qiudan;  Liao, Shengcai;  Zhang, Leiming
Adobe PDF(539Kb)  |  收藏  |  浏览/下载：285/84  |  提交时间：2015/08/12
Collaborative Filtering  Flickr Group  Recommender Systems  Social Tagging Systems