Journal: TKDD

Volume 10, Issue 4

33 -- 0Wei Wang 0010, Jure Leskovec. Introduction to the Special Issue of Best Papers in ACM SIGKDD 2014
34 -- 0Silei Xu, John C. S. Lui. Product Selection Problem: Improve Market Share by Learning Consumer Behavior
35 -- 0Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang. Catching Synchronized Behaviors in Large Networks: A Graph Mining Approach
36 -- 0Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang 0001. Heterogeneous Translated Hashing: A Scalable Solution Towards Multi-Modal Similarity Search
37 -- 0Hanghang Tong, Fei Wang 0001, Munmun De Choudhury, Zoran Obradovic. Guest Editorial: Special Issue on Connected Health at Big Data Era (BigChat): A TKDD Special Issue
38 -- 0Feiyu Xiong, Moshe Kam, Leonid Hrebien, Beilun Wang, Yanjun Qi. Kernelized Information-Theoretic Metric Learning for Cancer Diagnosis Using High-Dimensional Molecular Profiling Data
39 -- 0Pei Yang, Hongxia Yang, Haoda Fu, Dawei Zhou, Jieping Ye, Theodoros Lappas, Jingrui He. Jointly Modeling Label and Feature Heterogeneity in Medical Informatics
40 -- 0Yubao Wu, Xiaofeng Zhu, Li Li, Wei Fan, Ruoming Jin, Xiang Zhang. Mining Dual Networks: Models, Algorithms, and Applications
41 -- 0Licong Cui, Shiqiang Tao, Guo-Qiang Zhang. Biomedical Ontology Quality Assurance Using a Big Data Approach
42 -- 0Shebuti Rayana, Leman Akoglu. Less is More: Building Selective Anomaly Ensembles
43 -- 0Yada Zhu, Jingrui He. Co-Clustering Structural Temporal Data with Applications to Semiconductor Manufacturing
44 -- 0Maryam Tahani, Ali Mohammad Afshin Hemmatyar, Hamid R. Rabiee, Maryam Ramezani. Inferring Dynamic Diffusion Networks in Online Media
45 -- 0Yun Sing Koh, Sri Devi Ravana. Unsupervised Rare Pattern Mining: A Survey
46 -- 0Wei Cheng, Zhishan Guo, Xiang Zhang, Wei Wang 0010. CGC: A Flexible and Robust Approach to Integrating Co-Regularized Multi-Domain Graph for Clustering
47 -- 0Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen. Spatial-Proximity Optimization for Rapid Task Group Deployment
48 -- 0Zhiwen Yu, Zhitao Wang, Liming Chen, Bin Guo, Wenjie Li. Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-Blog
49 -- 0Chen Chen, Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos. Eigen-Optimization on Large Graphs by Edge Manipulation

Volume 10, Issue 3

21 -- 0Matthew Rowe. Mining User Development Signals for Online Community Churner Detection
22 -- 0Arnau Prat-Pérez, David Dominguez-Sal, Josep M. Brunat, Josep-Lluis Larriba-Pey. Put Three and Three Together: Triangle-Driven Community Detection
23 -- 0Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos. Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning
24 -- 0Risa B. Myers, John C. Frenzel, Joseph R. Ruiz, Christopher M. Jermaine. Do Anesthesiologists Know What They Are Doing? Mining a Surgical Time-Series Database to Correlate Expert Assessment with Outcomes
25 -- 0Galileo Mark S. Namata Jr., Ben London, Lise Getoor. Collective Graph Identification
26 -- 0Karthik Subbian, Charu C. Aggarwal, Jaideep Srivastava. Mining Influencers Using Information Flows in Social Streams
27 -- 0Fabrizio Angiulli, Fabio Fassetti. Toward Generalizing the Unification with Statistical Outliers: The Gradient Outlier Factor Measure
28 -- 0Danai Koutra, Neil Shah, Joshua T. Vogelstein, Brian Gallagher, Christos Faloutsos. DeltaCon: Principled Massive-Graph Similarity Function with Attribution
29 -- 0Wayne Xin Zhao, Jinpeng Wang, Yulan He, Ji-Rong Wen, Edward Y. Chang, Xiaoming Li. Mining Product Adopter Information from Online Reviews for Improving Product Recommendation
30 -- 0João Duarte, João Gama, Albert Bifet. Adaptive Model Rules From High-Speed Data Streams
31 -- 0Faming Lu, Qingtian Zeng, Hua Duan. Synchronization-Core-Based Discovery of Processes with Decomposable Cyclic Dependencies
32 -- 0Yashu Liu, Jie Wang, Jieping Ye. An Efficient Algorithm For Weak Hierarchical Lasso

Volume 10, Issue 2

11 -- 0Adele Lu Jia, Siqi Shen, Ruud van de Bovenkamp, Alexandru Iosup, Fernando A. Kuipers, Dick H. J. Epema. Socializing by Gaming: Revealing Social Relationships in Multiplayer Online Games
12 -- 0Manos Papagelis. Refining Social Graph Connectivity via Shortcut Edge Addition
13 -- 0Liang Hong, Lei Zou, Cheng Zeng, Luming Zhang, Jian Wang, Jilei Tian. Context-Aware Recommendation Using Role-Based Trust Network
14 -- 0Lei Zhang, Ping Luo, Linpeng Tang, Enhong Chen, Qi Liu, Min Wang, Hui Xiong. *
15 -- 0Hung-Hsuan Chen, C. Lee Giles. ASCOS++: An Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank
16 -- 0Reza Zafarani, Lei Tang, Huan Liu. User Identification Across Social Media
17 -- 0Lei Li, Wei Peng, Saurabh Kataria, Tong Sun, Tao Li. Recommending Users and Communities in Social Media
18 -- 0Rose Yu, Xinran He, Yan Liu. GLAD: Group Anomaly Detection in Social Media Analysis
19 -- 0Aniket Chakrabarti, Venu Satuluri, Atreya Srivathsan, Srinivasan Parthasarathy. A Bayesian Perspective on Locality Sensitive Hashing with Extensions for Kernel Methods
20 -- 0Yao Zhang, B. Aditya Prakash. Data-Aware Vaccine Allocation Over Large Networks

Volume 10, Issue 1

1 -- 0Hua Wang, Feiping Nie, Heng Huang. Large-Scale Cross-Language Web Page Classification via Dual Knowledge Transfer Using Fast Nonnegative Matrix Trifactorization
2 -- 0Yang Zhou, Ling Liu. Social Influence Based Clustering and Optimization over Heterogeneous Information Networks
3 -- 0Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos. ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition
4 -- 0Rezwan Ahmed, George Karypis. Algorithms for Mining the Coevolving Relational Motifs in Dynamic Networks
5 -- 0Ricardo J. G. B. Campello, Davoud Moulavi, Arthur Zimek, Jörg Sander. Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection
6 -- 0Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani 0001. Utility-Theoretic Ranking for Semiautomated Text Classification
7 -- 0Zhiwen Yu, Zhu Wang, Huilei He, Jilei Tian, Xinjiang Lu, Bin Guo. Discovering Information Propagation Patterns in Microblogging Services
8 -- 0Xianchao Zhang, Xiaotong Zhang, Han Liu. Smart Multitask Bregman Clustering and Multitask Kernel Clustering
9 -- 0Wei Wei, Kathleen M. Carley. Measuring Temporal Patterns in Dynamic Social Networks
10 -- 0Siyuan Liu, Qiang Qu, Shuhui Wang. Rationality Analytics from Trajectories