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ORCIDACM Transactions on Knowledge Discovery from Data, Volume 10
Volume 10, Number 1, July 2015
- Hua Wang, Feiping Nie, Heng Huang:
Large-Scale Cross-Language Web Page Classification via Dual Knowledge Transfer Using Fast Nonnegative Matrix Trifactorization. 1:1-1:29 - Yang Zhou, Ling Liu:
Social Influence Based Clustering and Optimization over Heterogeneous Information Networks. 2:1-2:53 - Evangelos E. Papalexakis
, Christos Faloutsos, Nicholas D. Sidiropoulos:
ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition. 3:1-3:25 - Rezwan Ahmed, George Karypis:
Algorithms for Mining the Coevolving Relational Motifs in Dynamic Networks. 4:1-4:31 - Ricardo J. G. B. Campello, Davoud Moulavi, Arthur Zimek, Jörg Sander:
Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection. 5:1-5:51 - Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani:
Utility-Theoretic Ranking for Semiautomated Text Classification. 6:1-6:32 - Zhiwen Yu, Zhu Wang, Huilei He, Jilei Tian, Xinjiang Lu, Bin Guo:
Discovering Information Propagation Patterns in Microblogging Services. 7:1-7:22 - Xianchao Zhang, Xiaotong Zhang, Han Liu:
Smart Multitask Bregman Clustering and Multitask Kernel Clustering. 8:1-8:29 - Wei Wei, Kathleen M. Carley:
Measuring Temporal Patterns in Dynamic Social Networks. 9:1-9:27 - Siyuan Liu, Qiang Qu, Shuhui Wang:
Rationality Analytics from Trajectories. 10:1-10:22
Volume 10, Number 2, October 2015
- Adele 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. 11:1-11:29 - Manos Papagelis:
Refining Social Graph Connectivity via Shortcut Edge Addition. 12:1-12:35 - Liang Hong, Lei Zou, Cheng Zeng, Luming Zhang, Jian Wang, Jilei Tian:
Context-Aware Recommendation Using Role-Based Trust Network. 13:1-13:25 - Lei Zhang, Ping Luo, Linpeng Tang, Enhong Chen, Qi Liu, Min Wang, Hui Xiong:
Occupancy-Based Frequent Pattern Mining*. 14:1-14:33 - Hung-Hsuan Chen, C. Lee Giles:
ASCOS++: An Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank. 15:1-15:26 - Reza Zafarani, Lei Tang, Huan Liu:
User Identification Across Social Media. 16:1-16:30 - Lei Li, Wei Peng, Saurabh Kataria, Tong Sun, Tao Li:
Recommending Users and Communities in Social Media. 17:1-17:27 - Rose Yu, Xinran He, Yan Liu:
GLAD: Group Anomaly Detection in Social Media Analysis. 18:1-18:22 - Aniket Chakrabarti, Venu Satuluri, Atreya Srivathsan, Srinivasan Parthasarathy:
A Bayesian Perspective on Locality Sensitive Hashing with Extensions for Kernel Methods. 19:1-19:32 - Yao Zhang, B. Aditya Prakash:
Data-Aware Vaccine Allocation Over Large Networks. 20:1-20:32
Volume 10, Number 3, February 2016
- Matthew Rowe:
Mining User Development Signals for Online Community Churner Detection. 21:1-21:28 - Arnau Prat-Pérez, David Dominguez-Sal, Josep M. Brunat, Josep Lluís Larriba-Pey:
Put Three and Three Together: Triangle-Driven Community Detection. 22:1-22:42 - Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos:
Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning. 23:1-23:30 - Risa 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. 24:1-24:27 - Galileo Mark S. Namata Jr., Ben London, Lise Getoor:
Collective Graph Identification. 25:1-25:36 - Karthik Subbian, Charu C. Aggarwal, Jaideep Srivastava:
Mining Influencers Using Information Flows in Social Streams. 26:1-26:28 - Fabrizio Angiulli, Fabio Fassetti:
Toward Generalizing the Unification with Statistical Outliers: The Gradient Outlier Factor Measure. 27:1-27:26 - Danai Koutra, Neil Shah, Joshua T. Vogelstein, Brian Gallagher, Christos Faloutsos:
DeltaCon: Principled Massive-Graph Similarity Function with Attribution. 28:1-28:43 - Wayne 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. 29:1-29:23 - João Duarte, João Gama, Albert Bifet:
Adaptive Model Rules From High-Speed Data Streams. 30:1-30:22 - Faming Lu, Qingtian Zeng, Hua Duan:
Synchronization-Core-Based Discovery of Processes with Decomposable Cyclic Dependencies. 31:1-31:29 - Yashu Liu, Jie Wang, Jieping Ye:
An Efficient Algorithm For Weak Hierarchical Lasso. 32:1-32:24
Volume 10, Number 4, July 2016
- Wei Wang, Jure Leskovec:
Introduction to the Special Issue of Best Papers in ACM SIGKDD 2014. 33:1-33:2 - Silei Xu, John C. S. Lui:
Product Selection Problem: Improve Market Share by Learning Consumer Behavior. 34:1-34:25 - Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang:
Catching Synchronized Behaviors in Large Networks: A Graph Mining Approach. 35:1-35:27 - Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang:
Heterogeneous Translated Hashing: A Scalable Solution Towards Multi-Modal Similarity Search. 36:1-36:28
- Hanghang Tong, Fei Wang, Munmun De Choudhury, Zoran Obradovic:
Guest Editorial: Special Issue on Connected Health at Big Data Era (BigChat): A TKDD Special Issue. 37:1-37:4 - Feiyu Xiong, Moshe Kam, Leonid Hrebien, Beilun Wang, Yanjun Qi:
Kernelized Information-Theoretic Metric Learning for Cancer Diagnosis Using High-Dimensional Molecular Profiling Data. 38:1-38:23 - Pei Yang, Hongxia Yang, Haoda Fu, Dawei Zhou, Jieping Ye, Theodoros Lappas, Jingrui He:
Jointly Modeling Label and Feature Heterogeneity in Medical Informatics. 39:1-39:25 - Yubao Wu, Xiaofeng Zhu, Li Li, Wei Fan, Ruoming Jin, Xiang Zhang:
Mining Dual Networks: Models, Algorithms, and Applications. 40:1-40:37 - Licong Cui, Shiqiang Tao, Guo-Qiang Zhang:
Biomedical Ontology Quality Assurance Using a Big Data Approach. 41:1-41:28
- Shebuti Rayana, Leman Akoglu:
Less is More: Building Selective Anomaly Ensembles. 42:1-42:33 - Yada Zhu, Jingrui He:
Co-Clustering Structural Temporal Data with Applications to Semiconductor Manufacturing. 43:1-43:18 - Maryam Tahani, Ali Mohammad Afshin Hemmatyar, Hamid R. Rabiee, Maryam Ramezani:
Inferring Dynamic Diffusion Networks in Online Media. 44:1-44:22 - Yun Sing Koh, Sri Devi Ravana:
Unsupervised Rare Pattern Mining: A Survey. 45:1-45:29 - Wei Cheng, Zhishan Guo, Xiang Zhang, Wei Wang:
CGC: A Flexible and Robust Approach to Integrating Co-Regularized Multi-Domain Graph for Clustering. 46:1-46:27 - Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen:
Spatial-Proximity Optimization for Rapid Task Group Deployment. 47:1-47:36 - Zhiwen Yu, Zhitao Wang, Liming Chen, Bin Guo, Wenjie Li:
Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-Blog. 48:1-48:23 - Chen Chen, Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos:
Eigen-Optimization on Large Graphs by Edge Manipulation. 49:1-49:30
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