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Discriminatively boosted image clustering with fully convolutional auto-encoders 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 83, 页码: 161-173
Authors:  Li, Fengfu;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:35/0  |  Submit date:2018/10/10
Image Clustering  Fully Convolutional Auto-encoder  Representation Learning  Discriminatively Boosted Clustering  
Lithium-Ion Cell Screening With Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data 期刊论文
IEEE ACCESS, 2018, 期号: 6, 页码: 59001 - 59014
Authors:  Chengbao,Liu;  Jie, Tan;  Heyuan,Shi;  Xuelei,Wang
View  |  Adobe PDF(19745Kb)  |  Favorite  |  View/Download:15/4  |  Submit date:2019/04/30
Lithium-ion Cell Screening  Time-series Clustering  Resampling  Convolutional Neural Networks  
A hybrid clustering algorithm for multiple-source resolving in bioluminescence tomography 期刊论文
JOURNAL OF BIOPHOTONICS, 2018, 卷号: 11, 期号: 4
Authors:  Guo, Hongbo;  Yu, Jingjing;  Hu, Zhenhua;  Yi, Huangjian;  Hou, Yuqing;  He, Xiaowei
Favorite  |  View/Download:19/0  |  Submit date:2018/10/10
Bioluminescence Tomography  Hybrid Clustering Algorithm  In Vivo Optical imagIng  Multiple-source Resolving  
Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation 期刊论文
Pattern Analysis and Machine Intelligence, 2018, 期号: NA, 页码: NA
Authors:  Jian Liang;  Ran He(赫然);  Zhenan Sun;  Tieniu Tan
Favorite  |  View/Download:44/0  |  Submit date:2018/06/07
Unsupervised Domain Adaptation  Domain-invaraint Projection  Class-clustering  Sampling-and-fusion  
Crossing Scientific Workflow Fragments Discovery Through Activity Abstraction in Smart Campus 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 40530-40546
Authors:  Wen, Jinfeng;  Zhou, Zhangbing;  Shi, Zhensheng;  Wang, Junping;  Duan, Yucong;  Zhang, Yaqiang
Favorite  |  View/Download:24/0  |  Submit date:2018/10/10
Scientific Workflow  Community Discovery Clustering  Abstract Activity  Cross-workflow Fragment Recommendation  
Lithium-Ion Cell Screening W th Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 59001-59014
Authors:  Liu, Chengbao;  Tan, Jie;  Shi, Heyuan;  Wang, Xuelei
Favorite  |  View/Download:15/0  |  Submit date:2019/01/08
Lithium-ion cell screening  time-series clustering  resampling  convolutional neural networks  
Unified subspace learning for incomplete and unlabeled multi-view data 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 期号: 67, 页码: 313-327
Authors:  Yin, Qiyue;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(3777Kb)  |  Favorite  |  View/Download:143/77  |  Submit date:2017/05/10
Multi-view Learning  Subspace Learning  Incomplete And Unlabeled Data  Multi-view Clustering  Cross-modal Retrieval  
Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 5, 页码: 1045-1058
Authors:  Ma, Xiaoke;  Dong, Di
View  |  Adobe PDF(1182Kb)  |  Favorite  |  View/Download:149/79  |  Submit date:2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering  
A Coupled Hidden Markov Random Field model for simultaneous face clustering and tracking in videos 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 64, 期号: 2, 页码: 361-373
Authors:  Wu, Baoyuan;  Hu, Bao-Gang;  Ji, Qiang
View  |  Adobe PDF(733Kb)  |  Favorite  |  View/Download:63/9  |  Submit date:2017/05/05
Face Clustering  Face Tracking  Coupled Hidden Markov Random Field  
Self-Taught convolutional neural networks for short text clustering 期刊论文
NEURAL NETWORKS, 2017, 期号: 88, 页码: 22-31
Authors:  Xu, Jiaming;  Xu, Bo;  Wang, Peng;  Zheng, Suncong;  Tian, Guanhua;  Zhao, Jun;  Xu, Bo
View  |  Adobe PDF(3099Kb)  |  Favorite  |  View/Download:106/29  |  Submit date:2017/07/18
Semantic Clustering  Neural Networks  Short Text  Unsupervised Learning