| 2012 | 12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012 Mohammed Javeed Zaki, Arno Siebes, Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu |
| 2012 | A Classification Based Framework for Concept Summarization. Dhruv Mahajan, Sundararajan Sellamanickam, Subhajit Sanyal, Amit Madaan |
| 2012 | A Cluster-Oriented Genetic Algorithm for Alternative Clustering. Duy Tin Truong, Roberto Battiti |
| 2012 | A General Framework for Publishing Privacy Protected and Utility Preserved Graph. Mingxuan Yuan, Lei Chen, Weixiong Rao, Hong Mei |
| 2012 | A General and Scalable Approach to Mixed Membership Clustering. Frank Lin, William W. Cohen |
| 2012 | A New Anomaly Detection Algorithm Based on Quantum Mechanics. Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu |
| 2012 | A New Proposal for Score Normalization in Biometric Signature Recognition Based on Client Threshold Prediction. Carlos Vivaracho-Pascual, María Arancha Simón Hurtado, Esperanza Manso Martínez, Juan Manuel Pascual-Gaspar |
| 2012 | A Novel Semantic Smoothing Method Based on Higher Order Paths for Text Classification. Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz |
| 2012 | A Semi-definite Positive Linear Discriminant Analysis and Its Applications. Deguang Kong, Chris H. Q. Ding |
| 2012 | A Similarity Model and Segmentation Algorithm for White Matter Fiber Tracts. Son T. Mai, Sebastian Goebl, Claudia Plant |
| 2012 | A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces. Chuanren Liu, Hui Xiong, Yong Ge, Wei Geng, Matt Perkins |
| 2012 | Active Evaluation of Classifiers on Large Datasets. Namit Katariya, Arun Shankar Iyer, Sunita Sarawagi |
| 2012 | Active Label Correction. Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, Mark A. Friedl |
| 2012 | Adapting Component Analysis. Fatemeh Dorri, Ali Ghodsi |
| 2012 | An AdaBoost Algorithm for Multiclass Semi-supervised Learning. Jafar Tanha, Maarten van Someren, Hamideh Afsarmanesh |
| 2012 | An Approach to Evaluate the Local Completeness of an Event Log. Hedong Yang, Lijie Wen, Jianmin Wang |
| 2012 | An Ellipsoidal K-Means for Document Clustering. Fabon Dzogang, Christophe Marsala, Marie-Jeanne Lesot, Maria Rifqi |
| 2012 | Analysis of Temporal High-Dimensional Gene Expression Data for Identifying Informative Biomarker Candidates. Qiang Lou, Zoran Obradovic |
| 2012 | Assessing the Significance of Data Mining Results on Graphs with Feature Vectors. Stephan Günnemann, Phuong Dao, Mohsen Jamali, Martin Ester |
| 2012 | Automatically Discovering Talented Musicians with Acoustic Analysis of YouTube Videos. Eric Nichols, Charles DuHadway, Hrishikesh B. Aradhye, Richard F. Lyon |
| 2012 | Bounded Matrix Low Rank Approximation. Ramakrishnan Kannan, Mariya Ishteva, Haesun Park |
| 2012 | CT-IC: Continuously Activated and Time-Restricted Independent Cascade Model for Viral Marketing. Wonyeol Lee, Jinha Kim, Hwanjo Yu |
| 2012 | Clash of the Contagions: Cooperation and Competition in Information Diffusion. Seth A. Myers, Jure Leskovec |
| 2012 | Class Probability Estimates are Unreliable for Imbalanced Data (and How to Fix Them). Byron C. Wallace, Issa J. Dahabreh |
| 2012 | Clustering Time Series Using Unsupervised-Shapelets. Jesin Zakaria, Abdullah Mueen, Eamonn J. Keogh |
| 2012 | Clustering by Learning Constraints Priorities. Masayuki Okabe, Seiji Yamada |
| 2012 | Co-clustering of Multi-view Datasets: A Parallelizable Approach. Gilles Bisson, Clément Grimal |
| 2012 | Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems. Wen Li, Lixin Duan, Ivor Wai-Hung Tsang, Dong Xu |
| 2012 | Collaborative Filtering with Aspect-Based Opinion Mining: A Tensor Factorization Approach. Yuanhong Wang, Yang Liu, Xiaohui Yu |
| 2012 | Community Preserving Lossy Compression of Social Networks. Hossein Maserrat, Jian Pei |
| 2012 | Community-Affiliation Graph Model for Overlapping Network Community Detection. Jaewon Yang, Jure Leskovec |
| 2012 | Computational Television Advertising. Suhrid Balakrishnan, Sumit Chopra, David L. Applegate, Simon Urbanek |
| 2012 | ConfDTree: Improving Decision Trees Using Confidence Intervals. Gilad Katz, Asaf Shabtai, Lior Rokach, Nir Ofek |
| 2012 | Cost-Sensitive Online Classification. Jialei Wang, Peilin Zhao, Steven C. H. Hoi |
| 2012 | Cross-Language Opinion Target Extraction in Review Texts. Xinjie Zhou, Xiaojun Wan, Jianguo Xiao |
| 2012 | Decision Theory for Discrimination-Aware Classification. Faisal Kamiran, Asim Karim, Xiangliang Zhang |
| 2012 | Deep Learning to Hash with Multiple Representations. Yoonseop Kang, Saehoon Kim, Seungjin Choi |
| 2012 | Defining and Evaluating Network Communities Based on Ground-Truth. Jaewon Yang, Jure Leskovec |
| 2012 | Detecting Anomalies in Bipartite Graphs with Mutual Dependency Principles. Hanbo Dai, Feida Zhu, Ee-Peng Lim, HweeHwa Pang |
| 2012 | Detecting Spam and Promoting Campaigns in the Twitter Social Network. Xianchao Zhang, Shaoping Zhu, Wenxin Liang |
| 2012 | Differentially Private Histogram Publishing through Lossy Compression. Gergely Ács, Claude Castelluccia, Rui Chen |
| 2012 | Diffusion of Information in Social Networks: Is It All Local? Ceren Budak, Divyakant Agrawal, Amr El Abbadi |
| 2012 | Dimensional Testing for Multi-step Similarity Search. Michael E. Houle, Xiguo Ma, Michael Nett, Vincent Oria |
| 2012 | Dimensionality Reduction on Heterogeneous Feature Space. Xiaoxiao Shi, Philip S. Yu |
| 2012 | Direct Discovery of High Utility Itemsets without Candidate Generation. Junqiang Liu, Ke Wang, Benjamin C. M. Fung |
| 2012 | Discovery of Causal Rules Using Partial Association. Zhou Jin, Jiuyong Li, Lin Liu, Thuc Duy Le, Bing-Yu Sun, Rujing Wang |
| 2012 | Distributed Matrix Completion. Christina Teflioudi, Faraz Makari, Rainer Gemulla |
| 2012 | Dynamic Boolean Matrix Factorizations. Pauli Miettinen |
| 2012 | Dynamic Multi-relational Chinese Restaurant Process for Analyzing Influences on Users in Social Media. Himabindu Lakkaraju, Indrajit Bhattacharya, Chiranjib Bhattacharyya |
| 2012 | ETM: Entity Topic Models for Mining Documents Associated with Entities. Hyungsul Kim, Yizhou Sun, Julia Hockenmaier, Jiawei Han |
| 2012 | Effective and Robust Mining of Temporal Subspace Clusters. Hardy Kremer, Stephan Günnemann, Arne Held, Thomas Seidl |
| 2012 | Efficient Algorithms for Finding Richer Subgroup Descriptions in Numeric and Nominal Data. Michael Mampaey, Siegfried Nijssen, Ad Feelders, Arno J. Knobbe |
| 2012 | Efficient Behavior Targeting Using SVM Ensemble Indexing. Jun Li, Peng Zhang, Yanan Cao, Ping Liu, Li Guo |
| 2012 | Efficient Episode Mining of Dynamic Event Streams. Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan |
| 2012 | Efficient Kernel Clustering Using Random Fourier Features. Radha Chitta, Rong Jin, Anil K. Jain |
| 2012 | Efficient Learning for Hashing Proportional Data. Zhao Xu, Kristian Kersting, Christian Bauckhage |
| 2012 | Efficient Pattern-Based Time Series Classification on GPU. Kai-Wei Chang, Biplab Deka, Wen-mei W. Hwu, Dan Roth |
| 2012 | Ensemble Pruning via Constrained Eigen-Optimization. Linli Xu, Bo Li, Enhong Chen |
| 2012 | Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization. Liang Ge, Jing Gao, Xiao Yu, Wei Fan, Aidong Zhang |
| 2012 | Estimating the Expected Effectiveness of Text Classification Solutions under Subclass Distribution Shifts. Nedim Lipka, Benno Stein, James G. Shanahan |
| 2012 | Exclusive Row Biclustering for Gene Expression Using a Combinatorial Auction Approach. Amichai Painsky, Saharon Rosset |
| 2012 | Fast Kernel Sparse Representation Approaches for Classification. Yifeng Li, Alioune Ngom |
| 2012 | Feature Weighting and Selection Using Hypothesis Margin of Boosting. Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli |
| 2012 | GPU-Accelerated Feature Selection for Outlier Detection Using the Local Kernel Density Ratio. Fatemeh Azmandian, Ayse Yilmazer, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli |
| 2012 | GUISE: Uniform Sampling of Graphlets for Large Graph Analysis. Mansurul Bhuiyan, Mahmudur Rahman, Mahmuda Rahman, Mohammad Al Hasan |
| 2012 | Geodesic Based Semi-supervised Multi-manifold Feature Extraction. Mingyu Fan, Xiaoqin Zhang, Zhouchen Lin, Zhongfei Zhang, Hujun Bao |
| 2012 | Granger Causality for Time-Series Anomaly Detection. Huida Qiu, Yan Liu, Niranjan A. Subrahmanya, Weichang Li |
| 2012 | Graph-Oriented Learning via Automatic Group Sparsity for Data Analysis. Yuqiang Fang, Ruili Wang, Bin Dai |
| 2012 | Handling Ambiguity via Input-Output Kernel Learning. Xinxing Xu, Ivor W. Tsang, Dong Xu |
| 2012 | Hashing with Generalized Nyström Approximation. Jeong-Min Yun, Saehoon Kim, Seungjin Choi |
| 2012 | Healing Truncation Bias: Self-Weighted Truncation Framework for Dual Averaging. Hidekazu Oiwa, Shin Matsushima, Hiroshi Nakagawa |
| 2012 | Heterogeneous Constraint Propagation with Constrained Sparse Representation. Zhiwu Lu, Yuxin Peng |
| 2012 | Hierarchical Multi-task Learning with Application to Wafer Quality Prediction. Jingrui He, Yada Zhu |
| 2012 | Hierarchical Multilabel Classification with Minimum Bayes Risk. Wei Bi, James T. Kwok |
| 2012 | High Performance Offline and Online Distributed Collaborative Filtering. Ankur Narang, Abhinav Srivastava, Naga Praveen Kumar Katta |
| 2012 | IRIE: Scalable and Robust Influence Maximization in Social Networks. Kyomin Jung, Wooram Heo, Wei Chen |
| 2012 | IceCube: Efficient Targeted Mining in Data Cubes. Shrutendra K. Harsola, Prasad M. Deshpande, Jayant R. Haritsa |
| 2012 | Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network. Rafael Geraldeli Rossi, Thiago de Paulo Faleiros, Alneu de Andrade Lopes, Solange Oliveira Rezende |
| 2012 | Inferring the Root Cause in Road Traffic Anomalies. Sanjay Chawla, Yu Zheng, Jiafeng Hu |
| 2012 | Inferring the Underlying Structure of Information Cascades. Bo Zong, Yinghui Wu, Ambuj K. Singh, Xifeng Yan |
| 2012 | Isometric Multi-manifold Learning for Feature Extraction. Mingyu Fan, Hong Qiao, Bo Zhang, Xiaoqin Zhang |
| 2012 | Kernel-Based Weighted Multi-view Clustering. Grigorios Tzortzis, Aristidis Likas |
| 2012 | Labels vs. Pairwise Constraints: A Unified View of Label Propagation and Constrained Spectral Clustering. Xiang Wang, Buyue Qian, Ian Davidson |
| 2012 | Learning Attitudes and Attributes from Multi-aspect Reviews. Julian J. McAuley, Jure Leskovec, Dan Jurafsky |
| 2012 | Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining. Phong Nguyen, Jun Wang, Melanie Hilario, Alexandros Kalousis |
| 2012 | Learning Target Predictive Function without Target Labels. Chun-Wei Seah, Ivor Wai-Hung Tsang, Yew-Soon Ong, Qi Mao |
| 2012 | Learning to Refine an Automatically Extracted Knowledge Base Using Markov Logic. Shangpu Jiang, Daniel Lowd, Dejing Dou |
| 2012 | Link Prediction and Recommendation across Heterogeneous Social Networks. Yuxiao Dong, Jie Tang, Sen Wu, Jilei Tian, Nitesh V. Chawla, Jinghai Rao, Huanhuan Cao |
| 2012 | Local and Global Algorithms for Learning Dynamic Bayesian Networks. Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2012 | Low Dimensional Localized Clustering (LDLC). Pooyan Khajehpour Tadavani, Ali Ghodsi |
| 2012 | Low-Rank Transfer Subspace Learning. Ming Shao, Carlos Castillo, Zhenghong Gu, Yun Fu |
| 2012 | Metric Learning from Relative Comparisons by Minimizing Squared Residual. Eric Yi Liu, Zhishan Guo, Xiang Zhang, Vladimir Jojic, Wei Wang |
| 2012 | Mining Permission Request Patterns from Android and Facebook Applications. Mario Frank, Ben Dong, Adrienne Porter Felt, Dawn Song |
| 2012 | Mining Personal Context-Aware Preferences for Mobile Users. Hengshu Zhu, Enhong Chen, Kuifei Yu, Huanhuan Cao, Hui Xiong, Jilei Tian |
| 2012 | Mining User Mobility Features for Next Place Prediction in Location-Based Services. Anastasios Noulas, Salvatore Scellato, Neal Lathia, Cecilia Mascolo |
| 2012 | Multi-task Learning for Classifying Proteins Using Dual Hierarchies. Anveshi Charuvaka, Huzefa Rangwala |
| 2012 | Multi-task Semi-supervised Semantic Feature Learning for Classification. Changying Du, Fuzhen Zhuang, Qing He, Zhongzhi Shi |
| 2012 | Multiple Kernel Learning Clustering with an Application to Malware. Blake Anderson, Curtis B. Storlie, Terran Lane |
| 2012 | Multiplicative Algorithms for Constrained Non-negative Matrix Factorization. Chengbin Peng, Ka-Chun Wong, Alyn Rockwood, Xiangliang Zhang, Jinling Jiang, David E. Keyes |
| 2012 | Nested Subtree Hash Kernels for Large-Scale Graph Classification over Streams. Bin Li, Xingquan Zhu, Lianhua Chi, Chengqi Zhang |
| 2012 | Online Induction of Probabilistic Real Time Automata. Jana Schmidt, Stefan Kramer |
| 2012 | Online Maritime Abnormality Detection Using Gaussian Processes and Extreme Value Theory. Mark Smith, Steven Reece, Stephen J. Roberts, Iead Rezek |
| 2012 | Outlier Detection in Arbitrarily Oriented Subspaces. Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek |
| 2012 | Outlier Ranking via Subspace Analysis in Multiple Views of the Data. Emmanuel Müller, Ira Assent, Patricia Iglesias Sánchez, Yvonne Mülle, Klemens Böhm |
| 2012 | Parallelization with Multiplicative Algorithms for Big Data Mining. Dijun Luo, Chris H. Q. Ding, Heng Huang |
| 2012 | Predicting Directed Links Using Nondiagonal Matrix Decompositions. Jérôme Kunegis, Jörg Fliege |
| 2012 | Predicting Links in Multi-relational and Heterogeneous Networks. Yang Yang, Nitesh V. Chawla, Yizhou Sun, Jiawei Han |
| 2012 | Privacy-Preserving SimRank over Distributed Information Network. Yu-Wei Chu, Chih-Hua Tai, Ming-Syan Chen, Philip S. Yu |
| 2012 | Profit Maximization over Social Networks. Wei Lu, Laks V. S. Lakshmanan |
| 2012 | Progressive Mining of Transition Dynamics for Autonomous Control. Steven Loscalzo, Robert William Wright, Kevin Acunto, Lei Yu |
| 2012 | RankTopic: Ranking Based Topic Modeling. Dongsheng Duan, Yuhua Li, Ruixuan Li, Rui Zhang, Aiming Wen |
| 2012 | Rapid and Robust Denoising of Pyrosequenced Amplicons for Metagenomics. Byunghan Lee, Joonhong Park, Sungroh Yoon |
| 2012 | Reconstructing Graphs from Neighborhood Data. Dóra Erdös, Rainer Gemulla, Evimaria Terzi |
| 2012 | Reliable Clustering on Uncertain Graphs. Lin Liu, Ruoming Jin, Charu C. Aggarwal, Yelong Shen |
| 2012 | Risks of Friendships on Social Networks. Cuneyt Gurcan Akcora, Barbara Carminati, Elena Ferrari |
| 2012 | Robust Ensemble Clustering by Matrix Completion. Jinfeng Yi, Tianbao Yang, Rong Jin, Anil K. Jain, Mehrdad Mahdavi |
| 2012 | Robust Matrix Completion via Joint Schatten p-Norm and lp-Norm Minimization. Feiping Nie, Hua Wang, Xiao Cai, Heng Huang, Chris H. Q. Ding |
| 2012 | Robust Nonnegative Matrix Factorization via Half-Quadratic Minimization. Liang Du, Xuan Li, Yi-Dong Shen |
| 2012 | Robust Prediction and Outlier Detection for Spatial Datasets. Xutong Liu, Feng Chen, Chang-Tien Lu |
| 2012 | Rough Set Subspace Error-Correcting Output Codes. Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera |
| 2012 | Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems. Hsiang-Fu Yu, Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon |
| 2012 | Scalable Training of Sparse Linear SVMs. Guo-Xun Yuan, Kwan-Liu Ma |
| 2012 | Scalable and Memory-Efficient Clustering of Large-Scale Social Networks. Joyce Jiyoung Whang, Xin Sui, Inderjit S. Dhillon |
| 2012 | Scaling Inference for Markov Logic via Dual Decomposition. Feng Niu, Ce Zhang, Christopher Ré, Jude W. Shavlik |
| 2012 | Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings. Ferit Akova, Murat Dundar, Yuan (Alan) Qi, Bartek Rajwa |
| 2012 | Self-Taught Active Learning from Crowds. Meng Fang, Xingquan Zhu, Bin Li, Wei Ding, Xindong Wu |
| 2012 | Self-Training with Selection-by-Rejection. Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham |
| 2012 | Semantic Aspect Discovery for Online Reviews. Md. Hijbul Alam, SangKeun Lee |
| 2012 | Sequential Alternating Proximal Method for Scalable Sparse Structural SVMs. Balamurugan P., Shirish K. Shevade, T. Ravindra Babu |
| 2012 | Sequential Network Change Detection with Its Applications to Ad Impact Relation Analysis. Yu Hayashi, Kenji Yamanishi |
| 2012 | Signal Disaggregation via Sparse Coding with Featured Discriminative Dictionary. Bingsheng Wang, Feng Chen, Haili Dong, Arnold P. Boedihardjo, Chang-Tien Lu |
| 2012 | Simultaneously Combining Multi-view Multi-label Learning with Maximum Margin Classification. Zheng Fang, Zhongfei (Mark) Zhang |
| 2012 | Socialized Gaussian Process Model for Human Behavior Prediction in a Health Social Network. Yelong Shen, Ruoming Jin, Dejing Dou, Nafisa Afrin Chowdhury, Junfeng Sun, Brigitte Piniewski, David Kil |
| 2012 | Sparse Bayesian Adversarial Learning Using Relevance Vector Machine Ensembles. Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham |
| 2012 | Sparse Group Selection on Fused Lasso Components for Identifying Group-Specific DNA Copy Number Variations. Ze Tian, Huanan Zhang, Rui Kuang |
| 2012 | Sparse Subspace Representation for Spectral Document Clustering. Budhaditya Saha, Dinh Q. Phung, Duc-Son Pham, Svetha Venkatesh |
| 2012 | Spatial Interpolation Using Multiple Regression. Orlando Ohashi, Luís Torgo |
| 2012 | Spotting Culprits in Epidemics: How Many and Which Ones? B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos |
| 2012 | Stream Classification with Recurring and Novel Class Detection Using Class-Based Ensemble. Tahseen Al-Khateeb, Mohammad M. Masud, Latifur Khan, Charu C. Aggarwal, Jiawei Han, Bhavani Thuraisingham |
| 2012 | Student-t Based Robust Spatio-temporal Prediction. Yang Chen, Feng Chen, Jing Dai, T. Charles Clancy, Yao-Jan Wu |
| 2012 | The Mixture of Multi-kernel Relevance Vector Machines Model. Konstantinos Blekas, Aristidis Likas |
| 2012 | Time Constrained Influence Maximization in Social Networks. Bo Liu, Gao Cong, Dong Xu, Yifeng Zeng |
| 2012 | Topic Models over Spoken Language. Niketan Pansare, Chris Jermaine, Peter J. Haas, Nitendra Rajput |
| 2012 | Topic-Aware Social Influence Propagation Models. Nicola Barbieri, Francesco Bonchi, Giuseppe Manco |
| 2012 | Towards Active Learning on Graphs: An Error Bound Minimization Approach. Quanquan Gu, Jiawei Han |
| 2012 | Towards Annotating Media Contents through Social Diffusion Analysis. Tong Xu, Dong Liu, Enhong Chen, Huanhuan Cao, Jilei Tian |
| 2012 | Towards Automatic Image Understanding and Mining via Social Curation. Katsuhiko Ishiguro, Akisato Kimura, Koh Takeuchi |
| 2012 | Transductive Representation Learning for Cross-Lingual Text Classification. Yuhong Guo, Min Xiao |
| 2012 | Tuple MapReduce: Beyond Classic MapReduce. Pedro Ferrera, Ivan de Prado, Eric Palacios, Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo |
| 2012 | Understanding Data Completeness in Network Monitoring Systems. Flip Korn, Ruilin Liu, Wendy Hui Wang |
| 2012 | Unsupervised Multi-class Regularized Least-Squares Classification. Tapio Pahikkala, Antti Airola, Fabian Gieseke, Oliver Kramer |
| 2012 | Utilizing Real-World Transportation Data for Accurate Traffic Prediction. Bei Pan, Ugur Demiryurek, Cyrus Shahabi |