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ORCIDACM Transactions on Knowledge Discovery from Data, Volume 9
Volume 9, Number 1, August 2014
- Ayan Acharya, Eduardo R. Hruschka
, Joydeep Ghosh, Sreangsu Acharyya:
An Optimization Framework for Combining Ensembles of Classifiers and Clusterers with Applications to Nontransductive Semisupervised Learning and Transfer Learning. 1:1-1:35 - Arnold P. Boedihardjo, Chang-Tien Lu, Bingsheng Wang:
A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams. 2:1-2:38 - Carlos Ordonez, Carlos Garcia-Alvarado, Veerabhadran Baladandayuthapani:
Bayesian Variable Selection in Linear Regression in One Pass for Large Datasets. 3:1-3:14 - Hongliang Fei, Jun Huan:
Structured Sparse Boosting for Graph Classification. 4:1-4:22 - Zhiqiang Xu, Yiping Ke, Yi Wang, Hong Cheng, James Cheng:
GBAGC: A General Bayesian Framework for Attributed Graph Clustering. 5:1-5:43 - Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi:
Uncovering Hierarchical and Overlapping Communities with a Local-First Approach. 6:1-6:27 - Guangtao Wang, Qinbao Song, Xueying Zhang, Kaiyuan Zhang:
A Generic Multilabel Learning-Based Classification Algorithm Recommendation Method. 7:1-7:30
Volume 9, Number 2, September 2014
- Pinghui Wang, John C. S. Lui, Bruno F. Ribeiro, Don Towsley, Junzhou Zhao, Xiaohong Guan:
Efficiently Estimating Motif Statistics of Large Networks. 8:1-8:27 - Li Zheng, Tao Li, Chris H. Q. Ding:
A Framework for Hierarchical Ensemble Clustering. 9:1-9:23 - Baoxing Huai, Enhong Chen, Hengshu Zhu, Hui Xiong, Tengfei Bao, Qi Liu, Jilei Tian:
Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach. 10:1-10:29 - Siyuan Liu, Lei Chen, Lionel M. Ni:
Anomaly Detection from Incomplete Data. 11:1-11:22 - Pritam Gundecha, Geoffrey Barbier, Jiliang Tang, Huan Liu:
User Vulnerability and Its Reduction on a Social Networking Site. 12:1-12:25 - Lian Duan, W. Nick Street, Yanchi Liu, Songhua Xu, Brook Wu:
Selecting the Right Correlation Measure for Binary Data. 13:1-13:28 - Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu:
Physics-Based Anomaly Detection Defined on Manifold Space. 14:1-14:39
Volume 9, Number 3, April 2015
- Aristides Gionis, Hang Li:
Introduction to the Special Issue ACM SIGKDD 2013. 15e:1-15e:2 - Madhav Jha, C. Seshadhri, Ali Pinar:
A Space-Efficient Streaming Algorithm for Estimating Transitivity and Triangle Counts Using the Birthday Paradox. 15:1-15:21 - Lu-An Tang, Xiao Yu, Quanquan Gu, Jiawei Han, Guofei Jiang, Alice Leung, Thomas La Porta:
A Framework of Mining Trajectories from Untrustworthy Data in Cyber-Physical System. 16:1-16:35 - Zheng Wang, Jieping Ye:
Querying Discriminative and Representative Samples for Batch Mode Active Learning. 17:1-17:23 - Siddharth Gopal, Yiming Yang:
Hierarchical Bayesian Inference and Recursive Regularization for Large-Scale Classification. 18:1-18:23
- Hongzhi Yin, Bin Cui, Ling Chen, Zhiting Hu, Chengqi Zhang:
Modeling Location-Based User Rating Profiles for Personalized Recommendation. 19:1-19:41 - Ju-Hua Hu, De-Chuan Zhan, Xintao Wu, Yuan Jiang, Zhi-Hua Zhou:
Pairwised Specific Distance Learning from Physical Linkages. 20:1-20:27 - Sucheta Soundarajan, John E. Hopcroft:
Use of Local Group Information to Identify Communities in Networks. 21:1-21:27 - Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan:
Unbiased Characterization of Node Pairs over Large Graphs. 22:1-22:27 - Michail Vlachos, Johannes Schneider, Vassilios G. Vassiliadis:
On Data Publishing with Clustering Preservation. 23:1-23:30 - Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro:
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. 24:1-24:31 - Jing Zhang, Jie Tang, Juanzi Li, Yang Liu, Chunxiao Xing:
Who Influenced You? Predicting Retweet via Social Influence Locality. 25:1-25:26
Volume 9, Number 4, June 2015
- Hong Xie, John C. S. Lui:
Mathematical Modeling and Analysis of Product Rating with Partial Information. 26:1-26:33 - Andrea Esuli, Fabrizio Sebastiani:
Optimizing Text Quantifiers for Multivariate Loss Functions. 27:1-27:27 - Bing-Rong Lin, Daniel Kifer:
Information Measures in Statistical Privacy and Data Processing Applications. 28:1-28:29 - Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin:
Density-Aware Clustering Based on Aggregated Heat Kernel and Its Transformation. 29:1-29:35 - Kui Yu, Wei Ding, Dan A. Simovici, Hao Wang, Jian Pei, Xindong Wu:
Classification with Streaming Features: An Emerging-Pattern Mining Approach. 30:1-30:31 - Guimei Liu, Haojun Zhang, Mengling Feng, Limsoon Wong, See-Kiong Ng:
Supporting Exploratory Hypothesis Testing and Analysis. 31:1-31:24 - Gianluigi Greco, Antonella Guzzo, Francesco Lupia, Luigi Pontieri:
Process Discovery under Precedence Constraints. 32:1-32:39 - Nima Mirbakhsh, Charles X. Ling:
Improving Top-N Recommendation for Cold-Start Users via Cross-Domain Information. 33:1-33:19 - Francesco Bonchi, Aristides Gionis, Francesco Gullo, Charalampos E. Tsourakakis, Antti Ukkonen:
Chromatic Correlation Clustering. 34:1-34:24
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