融合网络拓扑与结点、链接属性的重叠社区发现方法研究

61502334
2015
F0607.知识表示与处理
何东晓
青年科学基金项目
副教授
天津大学
20万元
复杂网络聚类;重叠社区发现;随机模型
2016-01-01到2018-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Learning community structures: Global and local perspectives 期刊论文 Tang Xianchao;Xu Tao;Feng Xia;Yang Guoqing;Wang Jing;Li Qiannan;Liu Yanbei;Wang Xiao
2 Multi-Component Nonnegative Matrix Factorization 会议论文 Wang Jing;Tian Feng;Wang Xiao;Yu Hongchuan;Liu Changhong;Yang Liang
3 Autonomous overlapping community detection in temporal networks: A dynamic Bayesian nonnegative matrix factorization approach 期刊论文 Wang Wenjun;Jiao Pengfei;He Dongxiao;Jin Di;Pan Lin;Gabrys Bogdan
4 A model framework for the enhancement of community detection in complex networks 期刊论文 He Dongxiao;Wang Hongcui;Jin Di;Liu Baolin
5 Robust Detection of Link Communities in Large Social Networks by Exploiting Link Semantics 会议论文 Jin Di;Wang Xiaobao;He Ruifang;He Dongxiao;Dang Jianwu;Zhang Weixiong
6 Node-Grained Incremental Community Detection for Streaming Networks 会议论文 Yin Siwen;Chen Shizhan;Feng Zhiyong;Huang Keman;He Dongxiao;Zhao Peng;Michael Ying Yang
7 一种新的面向服务网络的社团发现方法 专利 何东晓;杨雪
8 Edge Content Enhanced Network Embedding 会议论文 Wang Hongcui;Wang Erwei;Jin Di;Wang Xiao;Wang Jing;He Dongxiao
9 The (un)supervised NMF methods for discovering overlapping communities as well as hubs and outliers in networks 期刊论文 Wang Xiao;Cao Xiaochun;Jin Di;Cao Yixin;He Dongxiao
10 Combination of links and node contents for community discovery using a graph regularization approach 期刊论文 Cao Jinxin;Wang Hongcui;Jin Di;Dang Jianwu
11 Detect Overlapping Communities via Ranking Node Popularities 会议论文 Jin Di;Wang Hongcui;Dang Jianwu;He Dongxiao;Zhang Weixiong
12 Integrative Network Embedding via Deep Joint Reconstruction 会议论文 Jin Di;Ge Meng;Yang Liang;Wang Longbiao;He Dongxiao;Zhang Weixiong
13 Identification of generalized communities with semantics in networks with content 会议论文 Jin Di;Wang Xiaobao;He Dongxiao;Lu Wenhuan;Fogelman-Soulié Francoise;Dang Jianwu
14 Improving the Efficiency and Effectiveness of Community Detection via Prior-Induced Equivalent Super-Network 期刊论文 Yang Liang;Cao Xiaochun;Jin Di;He Dongxiao;Fogelman-Soulie Francoise;Fu Huazhu
15 Exploring the roles of cannot-link constraint in community detection via Multi-variance Mixed Gaussian Generative Model 期刊论文 Yang Liang;Cao Xiaochun;Ge Meng;Jin Di;He Dongxiao;Fu Huazhu;Wang Jing
16 Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents 会议论文 He Dongxiao;Feng Zhiyong;Jin Di;Wang Xiaobao;Zhang Weixiong
17 Using Deep Learning for Community Discovery in Large Social Networks 会议论文 Jin Di;Ge Meng;Zhixuan Li;Lu Wenhuan;He Dongxiao;Fogelman-Soulié Francoise
18 A Network-Specific Markov Random Field Approach to Community Detection 会议论文 He Dongxiao;You Xinxin;Feng Zhiyong;Jin Di;Yang Xue;Zhang Weixiong
19 Adaptive Community Detection Incorporating Topology and Content in Social Networks 会议论文 Qin Meng;Jin Di;He Dongxiao;Gabrys Bogdan;Musial Katarzyna
20 Link community detection by non-negative matrix factorization with multi-step similarities 期刊论文 Tang Xianchao;Yang Guoqing;Xu Tao;Feng Xia;Wang Xiao;Li Qiannan;Liu Yanbei
21 Power-law distribution aware trust prediction 会议论文 Wang Xiao;Zhang Ziwei;Wang Jing;Cui Peng;Yang Shiqiang
22 Semi-supervised community detection based on non-negative matrix factorization with node popularity 期刊论文 Liu Xiao;Wang Wenjun;He Dongxiao;Jiao Pengfei;Jin Di;Cannistraci Carlo Vittorio
23 Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized Topics 会议论文 Zhang Ge;Jin Di;Gao Jian;Jiao Pengfei;Fogelman-Soulié Francoise;Huang Xin
24 A Probabilistic Model for Service Clustering – Jointly Using Service Invocation and Service Characteristics 会议论文 He Dongxiao;Yang Xue;Feng Zhiyong;Chen Shizhan;Huang Keman;Wang Zhenzhu
25 面向带属性复杂网络的鲁棒、强解释性社团发现方法 期刊论文 金弟;刘子扬;贺瑞芳;王啸;何东晓
26 A Network Embedding-Enhanced Approach for Generalized Community Detection 会议论文 He Dongxiao;Yang Xue;Feng Zhiyong;Chen Shizhan;Fogelman-Soulié Françoise
27 Robust Detection of Communities with Multi-Semantics in Large Attributed Networks 会议论文 Jin Di;Liu Ziyang;He Ruifang;Wang Xiao;He Dongxiao
28 Node-Grained Incremental Community Detection for Streaming Networks 会议论文 Yin Siwen;Chen Shizhan;Feng Zhiyong;Huang Keman;He Dongxiao;Zhao Peng;Michael Ying Yang
29 一种新的面向服务网络的社团发现方法 专利 何东晓;杨雪
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