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Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 5, 页码: 996-1009
Authors:  Li, Haoran;  Zhu, Junnan;  Ma, Cong;  Zhang, Jiajun;  Zong, Chengqing
View  |  Adobe PDF(2826Kb)  |  Favorite  |  View/Download:31/5  |  Submit date:2019/07/12
Summarization  multimedia  multi-modal  cross-modal  natural language processing  computer vision  
Associated Activation-Driven Enrichment: Understanding Implicit Information from a Cognitive Perspective 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 12, 页码: 2655-2668
Authors:  Bai, Jie;  Li, Linjing;  Zeng, Daniel;  Li, Qiudan
View  |  Adobe PDF(3183Kb)  |  Favorite  |  View/Download:107/11  |  Submit date:2018/01/04
Text Analysis  Knowledge Representation  Cognitive Simulation  Association Rules  
Multi-Behavioral Sequential Prediction with Recurrent Log-Bilinear Model 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 6, 页码: 1254-1267
Authors:  Liu, Qiang;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(990Kb)  |  Favorite  |  View/Download:105/20  |  Submit date:2018/01/03
Collaborative Filtering  Sequential Prediction  Multi-behavior  Recurrent Log-bilinear  
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:219/118  |  Submit date:2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering  
Contextual Operation for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 8, 页码: 2000-2012
Authors:  Wu, Shu;  Liu, Qiang;  Wang, Liang;  Tan, Tieniu
View  |  Adobe PDF(996Kb)  |  Favorite  |  View/Download:120/25  |  Submit date:2016/10/20
Recommender Systems  Context-aware  Contextual Information  Context Representation  Context Operation  
Domain-Sensitive Recommendation with User-Item Subgroup Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 4, 页码: 939-950
Authors:  Liu, Jing;  Jiang, Yu;  Li, Zechao;  Zhang, Xi;  Lu, Hanqing
View  |  Adobe PDF(927Kb)  |  Favorite  |  View/Download:178/55  |  Submit date:2016/03/30
Recommender System  Matrix Factorization  User-item Subgroup  Collaborative Filtering  
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 9, 页码: 2138-2150
Authors:  Li, Zechao;  Liu, Jing;  Yang, Yi;  Zhou, Xiaofang;  Lu, Hanqing
View  |  Adobe PDF(2323Kb)  |  Favorite  |  View/Download:287/181  |  Submit date:2015/08/12
Feature Selection  Nonnegative Spectral Clustering  Latent Structure  Row-sparsity  
Cross-Space Affinity Learning with Its Application to Movie Recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 卷号: 25, 期号: 7, 页码: 1510-1519
Authors:  Tang, Jinhui;  Qi, Guo-Jun;  Zhang, Liyan;  Xu, Changsheng
Favorite  |  View/Download:65/0  |  Submit date:2015/08/12
Cross-space Affinity Learning  Heterogeneous Spaces  Movie Recommendation  
Agglomerative Mean-Shift Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2012, 卷号: 24, 期号: 2, 页码: 209-219
Authors:  Xiaotong Yuan;  Baofang Hu;  Ran He(赫然)
View  |  Adobe PDF(2542Kb)  |  Favorite  |  View/Download:101/41  |  Submit date:2015/08/12
Mean-shift  Agglomerative Clustering  Half-quadratic Optimization  Incremental Clustering