| 2011 | 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011 Diane J. Cook, Jian Pei, Wei Wang, Osmar R. Zaïane, Xindong Wu |
| 2011 | A Fast and Flexible Clustering Algorithm Using Binary Discretization. Mahito Sugiyama, Akihiro Yamamoto |
| 2011 | A Fixed Parameter Tractable Integer Program for Finding the Maximum Order Preserving Submatrix. Jens Humrich, Thomas Gärtner, Gemma C. Garriga |
| 2011 | A Generalized Fast Subset Sums Framework for Bayesian Event Detection. Kan Shao, Yandong Liu, Daniel B. Neill |
| 2011 | A Hypergraph-based Method for Discovering Semantically Associated Itemsets. Haishan Liu, Paea LePendu, Ruoming Jin, Dejing Dou |
| 2011 | A New Markov Model for Clustering Categorical Sequences. Tengke Xiong, Shengrui Wang, Qingshan Jiang, Joshua Zhexue Huang |
| 2011 | A New Multi-task Learning Method for Personalized Activity Recognition. Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda, Ping Li |
| 2011 | A Robust Clustering Algorithm Based on Aggregated Heat Kernel Mapping. Hao Huang, Shinjae Yoo, Hong Qin, Dantong Yu |
| 2011 | A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships. Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han |
| 2011 | A Study of Laplacian Spectra of Graph for Subgraph Queries. Lei Zhu, Qinbao Song |
| 2011 | A Taxi Driving Fraud Detection System. Yong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou |
| 2011 | ADANA: Active Name Disambiguation. Xuezhi Wang, Jie Tang, Hong Cheng, Philip S. Yu |
| 2011 | ASAP: A Self-Adaptive Prediction System for Instant Cloud Resource Demand Provisioning. Yexi Jiang, Chang-Shing Perng, Tao Li, Rong N. Chang |
| 2011 | Algorithms for Mining the Evolution of Conserved Relational States in Dynamic Networks. Rezwan Ahmed, George Karypis |
| 2011 | An Analysis of Performance Measures for Binary Classifiers. Charles Parker |
| 2011 | An Efficient Greedy Method for Unsupervised Feature Selection. Ahmed K. Farahat, Ali Ghodsi, Mohamed S. Kamel |
| 2011 | An In-depth Study of Stochastic Kronecker Graphs. C. Seshadhri, Ali Pinar, Tamara G. Kolda |
| 2011 | Analysis of Textual Variation by Latent Tree Structures. Teemu Roos, Yuan Zou |
| 2011 | Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression and Mining. U Kang, Christos Faloutsos |
| 2011 | BibClus: A Clustering Algorithm of Bibliographic Networks by Message Passing on Center Linkage Structure. Xiaoran Xu, Zhi-Hong Deng |
| 2011 | Boolean Tensor Factorizations. Pauli Miettinen |
| 2011 | CEMiner - An Efficient Algorithm for Mining Closed Patterns from Time Interval-Based Data. Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee |
| 2011 | COMET: A Recipe for Learning and Using Large Ensembles on Massive Data. Justin D. Basilico, M. Arthur Munson, Tamara G. Kolda, Kevin R. Dixon, W. Philip Kegelmeyer |
| 2011 | Calculating Feature Weights in Naive Bayes with Kullback-Leibler Measure. Chang-Hwan Lee, Fernando Gutierrez, Dejing Dou |
| 2011 | Causal Associative Classification. Kui Yu, Xindong Wu, Wei Ding, Hao Wang, Hongliang Yao |
| 2011 | Characterizing Inverse Time Dependency in Multi-class Learning. Danqi Chen, Weizhu Chen, Qiang Yang |
| 2011 | Class Imbalance, Redux. Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos |
| 2011 | Classifying Categorical Data by Rule-Based Neighbors. Jiabing Wang, Pei Zhang, Guihua Wen, Jia Wei |
| 2011 | Clusterability Analysis and Incremental Sampling for Nyström Extension Based Spectral Clustering. Xianchao Zhang, Quanzeng You |
| 2011 | Clustering with Attribute-Level Constraints. Jana Schmidt, Elisabeth Maria Brändle, Stefan Kramer |
| 2011 | Co-clustering for Binary and Categorical Data with Maximum Modularity. Lazhar Labiod, Mohamed Nadif |
| 2011 | Combining Feature Context and Spatial Context for Image Pattern Discovery. Hongxing Wang, Junsong Yuan, Yap-Peng Tan |
| 2011 | Conditional Anomaly Detection with Soft Harmonic Functions. Michal Valko, Branislav Kveton, Hamed Valizadegan, Gregory F. Cooper, Milos Hauskrecht |
| 2011 | Confidence in Predictions from Random Tree Ensembles. Siddhartha Bhattacharyya |
| 2011 | Constraint Selection-Based Semi-supervised Feature Selection. Mohammed M. Al-Hindawi, Kais Allab, Khalid Benabdeslem |
| 2011 | Context-Aware Multi-instance Learning Based on Hierarchical Sparse Representation. Bing Li, Weihua Xiong, Weiming Hu |
| 2011 | Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log. Siyu Gu, Jun Yan, Lei Ji, Shuicheng Yan, Junshi Huang, Ning Liu, Ying Chen, Zheng Chen |
| 2011 | Cross-Temporal Link Prediction. Satoshi Oyama, Kohei Hayashi, Hisashi Kashima |
| 2011 | D-cores: Measuring Collaboration of Directed Graphs Based on Degeneracy. Christos Giatsidis, Dimitrios M. Thilikos, Michalis Vazirgiannis |
| 2011 | Density Estimation Based on Mass. Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Fei Tony Liu |
| 2011 | Detecting Community Kernels in Large Social Networks. Liaoruo Wang, Tiancheng Lou, Jie Tang, John E. Hopcroft |
| 2011 | Detecting Recurring and Novel Classes in Concept-Drifting Data Streams. Mohammad M. Masud, Tahseen Al-Khateeb, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani Thuraisingham |
| 2011 | Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data. Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm |
| 2011 | Detection of Cross-Channel Anomalies from Multiple Data Channels. Duc-Son Pham, Budhaditya Saha, Dinh Q. Phung, Svetha Venkatesh |
| 2011 | Direct Robust Matrix Factorizatoin for Anomaly Detection. Liang Xiong, Xi Chen, Jeff G. Schneider |
| 2011 | Discovering Emerging Topics in Social Streams via Link Anomaly Detection. Toshimitsu Takahashi, Ryota Tomioka, Kenji Yamanishi |
| 2011 | Discovering Thematic Patterns in Videos via Cohesive Sub-graph Mining. Gangqiang Zhao, Junsong Yuan |
| 2011 | Discovering the Intrinsic Cardinality and Dimensionality of Time Series Using MDL. Bing Hu, Thanawin Rakthanmanon, Yuan Hao, Scott Evans, Stefano Lonardi, Eamonn J. Keogh |
| 2011 | Discovery of Versatile Temporal Subspace Patterns in 3-D Datasets. Zhen Hu, Raj Bhatnagar |
| 2011 | Distance Preserving Graph Simplification. Ning Ruan, Ruoming Jin, Yan Huang |
| 2011 | Diverse Dimension Decomposition of an Itemset Space. Mikalai Tsytsarau, Francesco Bonchi, Aristides Gionis, Themis Palpanas |
| 2011 | Document Clustering via Matrix Representation. Xufei Wang, Jiliang Tang, Huan Liu |
| 2011 | Efficient Mining of Closed Sequential Patterns on Stream Sliding Window. Chuancong Gao, Jianyong Wang, Qingyan Yang |
| 2011 | Efficient Mining of a Concise and Lossless Representation of High Utility Itemsets. Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu, Vincent S. Tseng |
| 2011 | Efficiently Mining Unordered Trees. Mostafa Haghir Chehreghani |
| 2011 | Enabling Fast Lazy Learning for Data Streams. Peng Zhang, Byron J. Gao, Xingquan Zhu, Li Guo |
| 2011 | Entropy-Based Graph Clustering: Application to Biological and Social Networks. Edward Casey Kenley, Young-Rae Cho |
| 2011 | Exploiting False Discoveries - Statistical Validation of Patterns and Quality Measures in Subgroup Discovery. Wouter Duivesteijn, Arno J. Knobbe |
| 2011 | Fast and Robust Graph-based Transductive Learning via Minimum Tree Cut. Yan-Ming Zhang, Kaizhu Huang, Cheng-Lin Liu |
| 2011 | Finding Communities in Dynamic Social Networks. Chayant Tantipathananandh, Tanya Y. Berger-Wolf |
| 2011 | Finding Novel Diagnostic Gene Patterns Based on Interesting Non-redundant Contrast Sequence Rules. Yuhai Zhao, Guoren Wang, Yuan Li, Zhanghui Wang |
| 2011 | Finding Robust Itemsets under Subsampling. Nikolaj Tatti, Fabian Moerchen |
| 2011 | Flexible Fault Tolerant Subspace Clustering for Data with Missing Values. Stephan Günnemann, Emmanuel Müller, Sebastian Raubach, Thomas Seidl |
| 2011 | Generating Breakpoint-based Timeline Overview for News Topic Retrospection. Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu |
| 2011 | Handling Conditional Discrimination. Indre Zliobaite, Faisal Kamiran, Toon Calders |
| 2011 | Healing Sample Selection Bias by Source Classifier Selection. Chun-Wei Seah, Ivor Wai-Hung Tsang, Yew-Soon Ong |
| 2011 | Helix: Unsupervised Grammar Induction for Structured Activity Recognition. Huan-Kai Peng, Pang Wu, Jiang Zhu, Joy Ying Zhang |
| 2011 | Heuristic Updatable Weighted Random Subspaces for Non-stationary Environments. T. Ryan Hoens, Nitesh V. Chawla, Robi Polikar |
| 2011 | How Does Research Evolve? Pattern Mining for Research Meme Cycles. Dan He, Xingquan Zhu, Douglas Stott Parker Jr. |
| 2011 | Identifying Differentially Expressed Genes via Weighted Rank Aggregation. Qiong Fang, Jianlin Feng, Wilfred Ng |
| 2011 | Identities Anonymization in Dynamic Social Networks. Chih-Hua Tai, Peng-Jui Tseng, Philip S. Yu, Ming-Syan Chen |
| 2011 | Improving Product Classification Using Images. Anitha Kannan, Partha Pratim Talukdar, Nikhil Rasiwasia, Qifa Ke |
| 2011 | Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks. Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami |
| 2011 | Infrastructure Pattern Discovery in Configuration Management Databases via Large Sparse Graph Mining. Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Ruth Bergman, Yifat Felder, Shahar Golan, Arik Sityon |
| 2011 | Interesting Multi-relational Patterns. Eirini Spyropoulou, Tijl De Bie |
| 2011 | Isograph: Neighbourhood Graph Construction Based on Geodesic Distance for Semi-supervised Learning. Marjan Ghazvininejad, Mostafa Mahdieh, Hamid R. Rabiee, Parisa Khanipour Roshan, Mohammad Hossein Rohban |
| 2011 | LPTA: A Probabilistic Model for Latent Periodic Topic Analysis. Zhijun Yin, Liangliang Cao, Jiawei Han, ChengXiang Zhai, Thomas S. Huang |
| 2011 | Learning Classification with Auxiliary Probabilistic Information. Quang Nguyen, Hamed Valizadegan, Milos Hauskrecht |
| 2011 | Learning Dirichlet Processes from Partially Observed Groups. Avinava Dubey, Indrajit Bhattacharya, Mrinal Kanti Das, Tanveer A. Faruquie, Chiranjib Bhattacharyya |
| 2011 | Learning Markov Logic Networks via Functional Gradient Boosting. Tushar Khot, Sriraam Natarajan, Kristian Kersting, Jude W. Shavlik |
| 2011 | Learning Protein Folding Energy Functions. Wei Guan, Arkadas Ozakin, Alexander G. Gray, Jose Borreguero, Shashi Bhushan Pandit, Anna Jagielska, Liliana Wroblewska, Jeffrey Skolnick |
| 2011 | Learning Spectral Embedding for Semi-supervised Clustering. Fanhua Shang, Yuanyuan Liu, Fei Wang |
| 2011 | Learning Tags from Unsegmented Videos of Multiple Human Actions. Timothy M. Hospedales, Shaogang Gong, Tao Xiang |
| 2011 | Learning from Negative Examples in Set-Expansion. Prateek Jindal, Dan Roth |
| 2011 | Learning to Rank for Query-Focused Multi-document Summarization. Chao Shen, Tao Li |
| 2011 | Learning with Minimum Supervision: A General Framework for Transductive Transfer Learning. Mohammad Taha Bahadori, Yan Liu, Dan Zhang |
| 2011 | LinkBoost: A Novel Cost-Sensitive Boosting Framework for Community-Level Network Link Prediction. Prakash Mandayam Comar, Pang-Ning Tan, Anil K. Jain |
| 2011 | Local Models for Expectation-Driven Subgroup Discovery. Florian Lemmerich, Frank Puppe |
| 2011 | Low Rank Metric Learning with Manifold Regularization. Guoqiang Zhong, Kaizhu Huang, Cheng-Lin Liu |
| 2011 | Manifold Learning and Missing Data Recovery through Unsupervised Regression. Miguel Á. Carreira-Perpiñán, Zhengdong Lu |
| 2011 | Maximum Entropy Modelling for Assessing Results on Real-Valued Data. Kleanthis-Nikolaos Kontonasios, Jilles Vreeken, Tijl De Bie |
| 2011 | Minimizing Seed Set for Viral Marketing. Cheng Long, Raymond Chi-Wing Wong |
| 2011 | Mining Dominant Patterns in the Sky. Arnaud Soulet, Chedy Raïssi, Marc Plantevit, Bruno Crémilleux |
| 2011 | Mining Heavy Subgraphs in Time-Evolving Networks. Petko Bogdanov, Misael Mongiovì, Ambuj K. Singh |
| 2011 | Mining Historical Documents for Near-Duplicate Figures. Thanawin Rakthanmanon, Qiang Zhu, Eamonn J. Keogh |
| 2011 | Mixture of Softmax sLDA. Xiaoxu Li, Junyu Zeng, Xiaojie Wang, Yixin Zhong |
| 2011 | Modeling High-Level Behavior Patterns for Precise Similarity Analysis of Software. Taeho Kwon, Zhendong Su |
| 2011 | Multi-Class L2, 1-Norm Support Vector Machine. Xiao Cai, Feiping Nie, Heng Huang, Chris H. Q. Ding |
| 2011 | Multi-instance Metric Learning. Ye Xu, Wei Ping, Andrew T. Campbell |
| 2011 | Multi-task Learning for Bayesian Matrix Factorization. Chao Yuan |
| 2011 | Multi-task Learning with Task Relations. Zhao Xu, Kristian Kersting |
| 2011 | Nonnegative Matrix Tri-factorization Based High-Order Co-clustering and Its Fast Implementation. Hua Wang, Feiping Nie, Heng Huang, Chris H. Q. Ding |
| 2011 | Novel Recommendation Based on Personal Popularity Tendency. Jinoh Oh, Sun Park, Hwanjo Yu, Min Song, Seung-Taek Park |
| 2011 | On Generating All Optimal Monotone Classifications. Luite Stegeman, Ad Feelders |
| 2011 | On the Hardness of Graph Anonymization. Charu C. Aggarwal, Yao Li, Philip S. Yu |
| 2011 | Optimizing Performance Measures for Feature Selection. Qi Mao, Ivor Wai-Hung Tsang |
| 2011 | Overlapping Correlation Clustering. Francesco Bonchi, Aristides Gionis, Antti Ukkonen |
| 2011 | Partitionable Kernels for Mapping Kernels. Kilho Shin |
| 2011 | Patent Maintenance Recommendation with Patent Information Network Model. Xin Jin, W. Scott Spangler, Ying Chen, Keke Cai, Rui Ma, Li Zhang, Xian Wu, Jiawei Han |
| 2011 | Performances and Characteristics of DIGRank, Ranking in the Incomplete Networks. Xiang Niu, Lusong Li, Xiaobing Xiong, Daniel S. Tkach, He Li, Ke Xu |
| 2011 | Personalized Travel Package Recommendation. Qi Liu, Yong Ge, Zhongmou Li, Enhong Chen, Hui Xiong |
| 2011 | Positive and Unlabeled Learning for Graph Classification. Yuchen Zhao, Xiangnan Kong, Philip S. Yu |
| 2011 | Privacy Risk in Graph Stream Publishing for Social Network Data. Nigel Medforth, Ke Wang |
| 2011 | Random Forest Based Feature Induction. Celine Vens, Fabrizio Costa |
| 2011 | Ranking Web-Based Partial Orders by Significance Using a Markov Reference Model. Michel Speiser, Gianluca Antonini, Abderrahim Labbi |
| 2011 | Recursive Multi-step Time Series Forecasting by Perturbing Data. Souhaib Ben Taieb, Gianluca Bontempi |
| 2011 | Review Graph Based Online Store Review Spammer Detection. Guan Wang, Sihong Xie, Bing Liu, Philip S. Yu |
| 2011 | Role-Behavior Analysis from Trajectory Data by Cross-Domain Learning. Shin Ando, Einoshin Suzuki |
| 2011 | S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy. Ye Jin, Sriram Lakshminarasimhan, Neil Shah, Zhenhuan Gong, Choong-Seock Chang, Jackie Chen, Stéphane Ethier, Hemanth Kolla, Seung-Hoe Ku, Scott Klasky, Robert Latham, Robert B. Ross, Karen Schuchardt, Nagiza F. Samatova |
| 2011 | SIMPATH: An Efficient Algorithm for Influence Maximization under the Linear Threshold Model. Amit Goyal, Wei Lu, Laks V. S. Lakshmanan |
| 2011 | SLIM: Sparse Linear Methods for Top-N Recommender Systems. Xia Ning, George Karypis |
| 2011 | SPO: Structure Preserving Oversampling for Imbalanced Time Series Classification. Hong Cao, Xiaoli Li, David Yew-Kwong Woon, See-Kiong Ng |
| 2011 | Scalable Diversified Ranking on Large Graphs. Rong-Hua Li, Jeffrey Xu Yu |
| 2011 | Secure Clustering in Private Networks. Bin Yang, Issei Sato, Hiroshi Nakagawa |
| 2011 | Semi-supervised Discriminant Hashing. Saehoon Kim, Seungjin Choi |
| 2011 | Semi-supervised Feature Importance Evaluation with Ensemble Learning. Hasna Barkia, Haytham Elghazel, Alex Aussem |
| 2011 | Semi-supervised Hierarchical Clustering. Li Zheng, Tao Li |
| 2011 | Signature Pattern Covering via Local Greedy Algorithm and Pattern Shrink. Hyungsul Kim, Sungjin Im, Tarek F. Abdelzaher, Jiawei Han, David Sheridan, Shobha Vasudevan |
| 2011 | Simple Multiple Noisy Label Utilization Strategies. Victor S. Sheng |
| 2011 | SolarMap: Multifaceted Visual Analytics for Topic Exploration. Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu |
| 2011 | Sparse Domain Adaptation in Projection Spaces Based on Good Similarity Functions. Emilie Morvant, Amaury Habrard, Stéphane Ayache |
| 2011 | Structured Feature Selection and Task Relationship Inference for Multi-task Learning. Hongliang Fei, Jun Huan |
| 2011 | Supervised Lazy Random Walk for Topic-Focused Multi-document Summarization. Pan Du, Jiafeng Guo, Xueqi Cheng |
| 2011 | TWITOBI: A Recommendation System for Twitter Using Probabilistic Modeling. Younghoon Kim, Kyuseok Shim |
| 2011 | Tag Clustering and Refinement on Semantic Unity Graph. Yang Liu, Fei Wu, Yin Zhang, Jian Shao, Yueting Zhuang |
| 2011 | Tensor Fold-in Algorithms for Social Tagging Prediction. Miao Zhang, Chris H. Q. Ding, Zhifang Liao |
| 2011 | Text Clustering via Constrained Nonnegative Matrix Factorization. Yan Zhu, Liping Jing, Jian Yu |
| 2011 | The Joint Inference of Topic Diffusion and Evolution in Social Communities. Cindy Xide Lin, Qiaozhu Mei, Jiawei Han, Yunliang Jiang, Marina Danilevsky |
| 2011 | Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks. B. Aditya Prakash, Deepayan Chakrabarti, Michalis Faloutsos, Nicholas Valler, Christos Faloutsos |
| 2011 | Time Series Epenthesis: Clustering Time Series Streams Requires Ignoring Some Data. Thanawin Rakthanmanon, Eamonn J. Keogh, Stefano Lonardi, Scott Evans |
| 2011 | Towards Optimal Discriminating Order for Multiclass Classification. Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Shih-Fu Chang, Hong-Jiang Zhang |
| 2011 | Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes. Zekai Gao, Yangqiu Song, Shixia Liu, Haixun Wang, Hao Wei, Yang Chen, Weiwei Cui |
| 2011 | Twin Gaussian Processes for Binary Classification. Jianjun He, Hong Gu, Shaorui Jiang |
| 2011 | Understanding Propagation Error and Its Effect on Collective Classification. Rongjing Xiang, Jennifer Neville |
| 2011 | Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection. Wentao Fan, Nizar Bouguila, Djemel Ziou |
| 2011 | Using Bayesian Network Learning Algorithm to Discover Causal Relations in Multivariate Time Series. Zhenxing Wang, Laiwan Chan |
| 2011 | Using Frequent Closed Itemsets for Data Dimensionality Reduction. Petr Krajca, Jan Outrata, Vilém Vychodil |
| 2011 | Web Horror Image Recognition Based on Context-Aware Multi-instance Learning. Bing Li, Weihua Xiong, Weiming Hu |
| 2011 | Word Cloud Model for Text Categorization. Tam T. Nguyen, Kuiyu Chang, Siu Cheung Hui |