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Offline reinforcement learning with representations for actions 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 746-758
作者:  Lou, Xingzhou;  Yin, Qiyue;  Zhang, Junge;  Yu, Chao;  He, Zhaofeng;  Cheng, Nengjie;  Huang, Kaiqi
收藏  |  浏览/下载：195/0  |  提交时间：2022/11/14
Offline reinforcement learning  Action embedding  
Data-driven floor plan understanding in rural residential buildings via deep recognition 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 567, 页码: 58-74
作者:  Lu, Zhengda;  Wang, Teng;  Guo, Jianwei;  Meng, Weiliang;  Xiao, Jun;  Zhang, Wei;  Zhang, Xiaopeng
Adobe PDF(3227Kb)  |  收藏  |  浏览/下载：384/69  |  提交时间：2021/08/15
Floor plan understanding  Rural residence  Neural networks  
A novel framework of collaborative early warning for COVID-19 based on blockchain and smart contracts 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 570, 页码: 124-143
作者:  Ouyang, Liwei;  Yuan, Yong;  Cao, Yumeng;  Wang, Fei-Yue
Adobe PDF(1322Kb)  |  收藏  |  浏览/下载：339/78  |  提交时间：2021/08/15
Blockchain  Smart contracts  Federated learning  Learning markets  Collaborative early warning  
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044
作者:  Li, Dan;  Du, Changde;  Wang, Shengpei;  Wang, Haibao;  He, Huiguang
Adobe PDF(2428Kb)  |  收藏  |  浏览/下载：388/61  |  提交时间：2021/03/02
Data augmentation  Semantic decoding  Multi-view adversarial learning  Sparse reconstruction relation  
Ensemble of feature sets and classification algorithms for sentiment classification 期刊论文
INFORMATION SCIENCES, 2011, 卷号: 181, 期号: 6, 页码: 1138-1152
作者:  Xia, Rui;  Zong, Chengqing;  Li, Shoushan
收藏  |  浏览/下载：27/0  |  提交时间：2020/10/27
Sentiment Classification  Text Classification  Ensemble Learning  Classifier Combination  Comparative Study  
Hierarchical optimal control for input-affine nonlinear systems through the formulation of Stackelberg game 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 517, 页码: 1-17
作者:  Mu, Chaoxu;  Wang, Ke;  Zhang, Qichao;  Zhao, Dongbin
收藏  |  浏览/下载：230/0  |  提交时间：2020/04/07
Nonzero-sum differential game  Hierarchical optimization  Nonlinear dynamics  Stackelberg equilibrium  Neural network  
Multi-view laplacian eigenmaps based on bag-of-neighbors for RGB-D human emotion recognition 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 509, 页码: 243-256
作者:  Liu, Shenglan;  Guo, Shuai;  Wang, Wei;  Qiao, Hong;  Wang, Yang;  Luo, Wenbo
收藏  |  浏览/下载：254/0  |  提交时间：2020/03/30
Human emotion recognition  MvLE  BON  MHON  RGB-D  
Fine-grained neural decoding with distributed word representations 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 256-272
作者:  Wang, Shaonan;  Zhang, Jiajun;  Wang, Haiyan;  Lin, Nan;  Zong, Chengqing
浏览  |  Adobe PDF(2867Kb)  |  收藏  |  浏览/下载：443/125  |  提交时间：2019/10/09
Neural decoding  fMRI word decoding  Word class  Stimuli paradigm  Word embedding models  Informative voxels  
A topic enhanced approach to detecting multiple standpoints in web texts 期刊论文
INFORMATION SCIENCES, 2019, 卷号: 501, 页码: 483-494
作者:  Lin, Junjie;  Kong, Qingchao;  Mao, Wenji;  Wang, Lei
浏览  |  Adobe PDF(1004Kb)  |  收藏  |  浏览/下载：361/98  |  提交时间：2019/10/08
Multiple standpoint detection  Topic model  Topic enhanced approach  Adaptive parameter determination  
Birds of a feather flock together: Visual representation with scale and class consistency 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 期号: 460-461, 页码: 115-127
作者:  Zhang, Chunjie;  Li, Chenghua;  Lu, Dongyuan;  Cheng, Jian;  Tian, Qi
浏览  |  Adobe PDF(2229Kb)  |  收藏  |  浏览/下载：304/54  |  提交时间：2018/10/10
Scale Consistency  Discriminative Sparse Coding  Class Consistency  Image Classification