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Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation 期刊论文
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2018, 卷号: 25, 期号: 1, 页码: 72-80
作者:  Xie, Jiaheng;  Liu, Xiao;  Zeng, Daniel Dajun
收藏  |  浏览/下载：206/0  |  提交时间：2018/10/10
E-cigarette Adverse Event  Bi-lstm  Recurrent Neural Network  Word Embedding  Deep Neural Network  
Using Adverse Weather Data in Social Media to Assist with City-Level Traffic Situation Awareness and Alerting 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 7
作者:  Lu, Hao;  Zhu, Yifan;  Shi, Kaize;  Lv, Yisheng;  Shi, Pengfei;  Niu, Zhendong
收藏  |  浏览/下载：303/0  |  提交时间：2018/10/10
City-level Traffic Alerting  Adverse Weather  Social Transportation  Crowdsourcing Knowledge  Intelligent Transportation System  
Population Synthesis Based on Joint Distribution Inference Without Disaggregate Samples 期刊论文
JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2017, 卷号: 20, 期号: 4, 页码: 16
作者:  Ye, Peijun;  Hu, Xiaolin;  Yuan, Yong;  Wang, Fei-Yue
浏览  |  Adobe PDF(1326Kb)  |  收藏  |  浏览/下载：452/150  |  提交时间：2018/01/05
Population Synthesis  Sample-free  Iterative Proportional Fitting  
Personality-based refinement for sentiment classification in microblog 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 132, 期号: 132, 页码: 204-214
作者:  Lin, Junjie;  Mao, Wenji;  Zeng, Daniel D.
浏览  |  Adobe PDF(965Kb)  |  收藏  |  浏览/下载：535/232  |  提交时间：2018/01/04
Sentiment Classification  Social Media Analytics  Personality Prediction  Big Five Model  
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：305/47  |  提交时间：2017/12/30
Building Energy Consumption  Deep Learning  Stacked Autoencoders  Extreme Learning Machine  
Exploring the optimal granularity for market segmentation in RTB advertising via computational experiment approach 期刊论文
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2017, 卷号: 24, 期号: NA, 页码: 68-83
作者:  Qin, Rui;  Yuan, Yong;  Wang, Fei-Yue;  Yuan Yong
浏览  |  Adobe PDF(6997Kb)  |  收藏  |  浏览/下载：561/215  |  提交时间：2017/09/21
Real Time Bidding  Demand Side Platforms  Market Segmentation  Computational Experiment  
A Probabilistic Mechanism Design for Online Auctions 期刊论文
IEEE ACCESS, 2017, 卷号: 2017, 期号: .5, 页码: 10782-10794
作者:  Zhang, Jie;  Li, Linjing;  Wang, Fei-Yue
浏览  |  Adobe PDF(3721Kb)  |  收藏  |  浏览/下载：391/101  |  提交时间：2017/09/12
Mechanism Design  Online Auctions  Randomized Mechanisms  E-commerce  Computational Experiments  Probabilistic Mechanism Design  
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
Adobe PDF(614Kb)  |  收藏  |  浏览/下载：223/0  |  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：325/97  |  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：1030/538  |  提交时间：2017/05/08
Convolutional Neural Network (Cnn)  Reinforcement Learning  Vehicle Classification  Visual Attention