| 2009 | ?-Anomica: A Fast Support Vector Based Novelty Detection Technique. Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava |
| 2009 | A Bootstrap Approach to Eigenvalue Correction. Anne Hendrikse, Luuk J. Spreeuwers, Raymond N. J. Veldhuis |
| 2009 | A Contrast Pattern Based Clustering Quality Index for Categorical Data. Qingbao Liu, Guozhu Dong |
| 2009 | A Cost-Effective LSH Filter for Fast Pairwise Mining. Gang Zhao, Yun Xiong, Longbing Cao, Dan Luo, Xuchun Su, Yangyong Zhu |
| 2009 | A Deep Non-linear Feature Mapping for Large-Margin kNN Classification. Martin Renqiang Min, David A. Stanley, Zineng Yuan, Anthony J. Bonner, Zhaolei Zhang |
| 2009 | A Framework for Computing the Privacy Scores of Users in Online Social Networks. Kun Liu, Evimaria Terzi |
| 2009 | A Fully Automated Method for Discovering Community Structures in High Dimensional Data. Jianhua Ruan |
| 2009 | A Global-Model Naive Bayes Approach to the Hierarchical Prediction of Protein Functions. Carlos Nascimento Silla Jr., Alex Alves Freitas |
| 2009 | A Linear-Time Graph Kernel. Shohei Hido, Hisashi Kashima |
| 2009 | A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks. Kanishka Bhaduri, Ashok N. Srivastava |
| 2009 | A New Clustering Algorithm Based on Regions of Influence with Self-Detection of the Best Number of Clusters. Fabrice Muhlenbach, Stéphane Lallich |
| 2009 | A New Kernel-Based Classification Algorithm. Xiaofei Zhou, Wenhan Jiang, Yingjie Tian, Peng Zhang, Guangli Nie, Yong Shi |
| 2009 | A New MCA-Based Divisive Hierarchical Algorithm for Clustering Categorical Data. Tengke Xiong, Shengrui Wang, André Mayers, Ernest Monga |
| 2009 | A Sparsification Approach for Temporal Graphical Model Decomposition. Ning Ruan, Ruoming Jin, Victor E. Lee, Kun Huang |
| 2009 | A Tree-Based Framework for Difference Summarization. Ruoming Jin, Yuri Breitbart, Rong Li |
| 2009 | A Walk from 2-Norm SVM to 1-Norm SVM. Jussi Kujala, Timo Aho, Tapio Elomaa |
| 2009 | Accelerated Gradient Method for Multi-task Sparse Learning Problem. Xi Chen, Weike Pan, James T. Kwok, Jaime G. Carbonell |
| 2009 | Accurate Estimation of the Degree Distribution of Private Networks. Michael Hay, Chao Li, Gerome Miklau, David D. Jensen |
| 2009 | Active Learning with Adaptive Heterogeneous Ensembles. Zhenyu Lu, Xindong Wu, Josh C. Bongard |
| 2009 | Active Learning with Generalized Queries. Jun Du, Charles X. Ling |
| 2009 | Active Selection of Sensor Sites in Remote Sensing Applications. Debasish Das, Zoran Obradovic, Slobodan Vucetic |
| 2009 | Algorithms for Large, Sparse Network Alignment Problems. Mohsen Bayati, Margot Gerritsen, David F. Gleich, Amin Saberi, Ying Wang |
| 2009 | An Effective Approach to Inverse Frequent Set Mining. Antonella Guzzo, Domenico Saccà, Edoardo Serra |
| 2009 | An L-infinity Norm Visual Classifier. Anushka Anand, Leland Wilkinson, Dang Tuan Nhon |
| 2009 | Analysis of Subsequence Time-Series Clustering Based on Moving Average. Miho Ohsaki, Masakazu Nakase, Shigeru Katagiri |
| 2009 | Argumentation Based Constraint Acquisition. Kostyantyn M. Shchekotykhin, Gerhard Friedrich |
| 2009 | Aspect Guided Text Categorization with Unobserved Labels. Dan Roth, Yuancheng Tu |
| 2009 | Audio Classification of Bird Species: A Statistical Manifold Approach. Forrest Briggs, Raviv Raich, Xiaoli Z. Fern |
| 2009 | Automatically Extracting Dialog Models from Conversation Transcripts. Sumit Negi, Sachindra Joshi, Anup Chalamalla, L. Venkata Subramaniam |
| 2009 | Bayesian Overlapping Subspace Clustering. Qiang Fu, Arindam Banerjee |
| 2009 | Beyond Banditron: A Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting Model. Guangyun Chen, Gang Chen, Jianwen Zhang, Shuo Chen, Changshui Zhang |
| 2009 | Bi-relational Network Analysis Using a Fast Random Walk with Restart. Jing Xia, Doina Caragea, William H. Hsu |
| 2009 | Binomial Matrix Factorization for Discrete Collaborative Filtering. Jinlong Wu |
| 2009 | Clustering Trajectories of Moving Objects in an Uncertain World. Nikos Pelekis, Ioannis Kopanakis, Evangelos E. Kotsifakos, Elias Frentzos, Yannis Theodoridis |
| 2009 | Clustering with Multiple Graphs. Wei Tang, Zhengdong Lu, Inderjit S. Dhillon |
| 2009 | CoCoST: A Computational Cost Efficient Classifier. Liyun Li, Umut Topkara, Baris Coskun, Nasir D. Memon |
| 2009 | CoFKM: A Centralized Method for Multiple-View Clustering. Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin, Jacques-Henri Sublemontier |
| 2009 | Combining Super-Structuring and Abstraction on Sequence Classification. Adrian Silvescu, Cornelia Caragea, Vasant G. Honavar |
| 2009 | Conditional Models for Non-smooth Ranking Loss Functions. Avinava Dubey, Jinesh Machchhar, Chiranjib Bhattacharyya, Soumen Chakrabarti |
| 2009 | Connecting Sparsely Distributed Similar Bloggers. Nitin Agarwal, Huan Liu, Shankara B. Subramanya, John J. Salerno, Philip S. Yu |
| 2009 | Constraint-Based Pattern Mining in Dynamic Graphs. Céline Robardet |
| 2009 | Convex Non-negative Matrix Factorization in the Wild. Christian Thurau, Kristian Kersting, Christian Bauckhage |
| 2009 | Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering. Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma |
| 2009 | Dirichlet Mixture Allocation for Multiclass Document Collections Modeling. Wei Bian, Dacheng Tao |
| 2009 | Discovering Contexts and Contextual Outliers Using Random Walks in Graphs. Xiang Wang, Ian Davidson |
| 2009 | Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis. Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan |
| 2009 | Discovering Organizational Structure in Dynamic Social Network. Jiangtao Qiu, Zhangxi Lin, Changjie Tang, Shaojie Qiao |
| 2009 | Discriminative Mixed-Membership Models. Hanhuai Shan, Arindam Banerjee, Nikunj C. Oza |
| 2009 | Effective Anomaly Detection in Sensor Networks Data Streams. Budhaditya Saha, Duc-Son Pham, Mihai M. Lazarescu, Svetha Venkatesh |
| 2009 | Effective Criterion Functions for Efficient Agglomerative Clustering on Very Large Networks. Yang Wang, Mingyuan An |
| 2009 | Efficient Algorithm for Computing Link-Based Similarity in Real World Networks. Yuanzhe Cai, Gao Cong, Xu Jia, Hongyan Liu, Jun He, Jiaheng Lu, Xiaoyong Du |
| 2009 | Efficient Discovery of Confounders in Large Data Sets. Wenjun Zhou, Hui Xiong |
| 2009 | Efficient Discovery of Frequent Correlated Subgraph Pairs. Yiping Ke, James Cheng, Jeffrey Xu Yu |
| 2009 | Evaluating Statistical Tests for Within-Network Classifiers of Relational Data. Jennifer Neville, Brian Gallagher, Tina Eliassi-Rad |
| 2009 | Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis. Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li |
| 2009 | Explore/Exploit Schemes for Web Content Optimization. Deepak Agarwal, Bee-Chung Chen, Pradheep Elango |
| 2009 | Extended Boolean Matrix Decomposition. Haibing Lu, Jaideep Vaidya, Vijayalakshmi Atluri, Yuan Hong |
| 2009 | Extending Semi-supervised Learning Methods for Inductive Transfer Learning. Yuan Shi, Zhen-Zhong Lan, Wei Liu, Wei Bi |
| 2009 | Extracting Output Metadata from Scientific Deep Web Data Sources. Fan Wang, Gagan Agrawal |
| 2009 | Fast Online Training of Ramp Loss Support Vector Machines. Zhuang Wang, Slobodan Vucetic |
| 2009 | Feature Selection in the Tensor Product Feature Space. Aaron M. Smalter, Jun Huan, Gerald H. Lushington |
| 2009 | Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection. Xiao Yu, Lu An Tang, Jiawei Han |
| 2009 | Finding Associations and Computing Similarity via Biased Pair Sampling. Andrea Campagna, Rasmus Pagh |
| 2009 | Finding Maximal Fully-Correlated Itemsets in Large Databases. Lian Duan, William Nick Street |
| 2009 | Finding Time Series Motifs in Disk-Resident Data. Abdullah Mueen, Eamonn J. Keogh, Nima Bigdely Shamlo |
| 2009 | Fine-Grain Perturbation for Privacy Preserving Data Publishing. Rhonda Chaytor, Ke Wang, Patricia L. Brantingham |
| 2009 | GRAPE: A Graph-Based Framework for Disambiguating People Appearances in Web Search. Lili Jiang, Jianyong Wang, Ning An, Shengyuan Wang, Jian Zhan, Lian Li |
| 2009 | GSML: A Unified Framework for Sparse Metric Learning. Kaizhu Huang, Yiming Ying, Colin Campbell |
| 2009 | Global Slope Change Synopses for Measurement Maps. Frank Rosenthal, Ulrike Fischer, Peter Benjamin Volk, Wolfgang Lehner |
| 2009 | Hierarchical Bayesian Models for Collaborative Tagging Systems. Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathäus Dejori, Hans-Peter Kriegel |
| 2009 | Hierarchical Probabilistic Segmentation of Discrete Events. Guy Shani, Christopher Meek, Asela Gunawardana |
| 2009 | ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009 Wei Wang, Hillol Kargupta, Sanjay Ranka, Philip S. Yu, Xindong Wu |
| 2009 | Improving SVM Classification on Imbalanced Data Sets in Distance Spaces. Suzan Köknar-Tezel, Longin Jan Latecki |
| 2009 | Interaction-Based Clustering of Multivariate Time Series. Claudia Plant, Afra M. Wohlschläger, Andrew Zherdin |
| 2009 | Inverse Time Dependency in Convex Regularized Learning. Zeyuan Allen Zhu, Weizhu Chen, Chenguang Zhu, Gang Wang, Haixun Wang, Zheng Chen |
| 2009 | Joint Emotion-Topic Modeling for Social Affective Text Mining. Shenghua Bao, Shengliang Xu, Li Zhang, Rong Yan, Zhong Su, Dingyi Han, Yong Yu |
| 2009 | Kernel Conditional Quantile Estimation via Reduction Revisited. Novi Quadrianto, Kristian Kersting, Mark D. Reid, Tibério S. Caetano, Wray L. Buntine |
| 2009 | Knowledge Discovery from Citation Networks. Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong |
| 2009 | Large Scale Relation Acquisition Using Class Dependent Patterns. Stijn De Saeger, Kentaro Torisawa, Jun'ichi Kazama, Kow Kuroda, Masaki Murata |
| 2009 | Learning Local Components to Understand Large Bayesian Networks. Yifeng Zeng, Yanping Xiang, Jorge Cordero Hernandez, Yujian Lin |
| 2009 | Learning the Shared Subspace for Multi-task Clustering and Transductive Transfer Classification. Quanquan Gu, Jie Zhou |
| 2009 | Least Square Incremental Linear Discriminant Analysis. Li-Ping Liu, Yuan Jiang, Zhi-Hua Zhou |
| 2009 | Maximum Margin Clustering on Data Manifolds. Fei Wang, Xin Wang, Tao Li |
| 2009 | Maximum Margin Clustering with Multivariate Loss Function. Bin Zhao, James Tin-Yau Kwok, Changshui Zhang |
| 2009 | Mining Data Streams with Labeled and Unlabeled Training Examples. Peng Zhang, Xingquan Zhu, Li Guo |
| 2009 | Mining Peculiarity Groups in Day-by-Day Behavioral Datasets. Yun Xiong, Yangyong Zhu |
| 2009 | Modeling Syntactic Structures of Topics with a Nested HMM-LDA. Jing Jiang |
| 2009 | Multi-document Summarization by Information Distance. Chong Long, Minlie Huang, Xiaoyan Zhu, Ming Li |
| 2009 | Multirelational Topic Models. Jia Zeng, William K. Cheung, Chun-hung Li, Jiming Liu |
| 2009 | Naive Bayes Classification of Uncertain Data. Jiangtao Ren, Sau Dan Lee, Xianlu Chen, Ben Kao, Reynold Cheng, David Wai-Lok Cheung |
| 2009 | Non-negative Laplacian Embedding. Dijun Luo, Chris H. Q. Ding, Heng Huang, Tao Li |
| 2009 | Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis. Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir |
| 2009 | On K-Means Cluster Preservation Using Quantization Schemes. Deepak S. Turaga, Michail Vlachos, Olivier Verscheure |
| 2009 | On the (In)Security and (Im)Practicality of Outsourcing Precise Association Rule Mining. Ian M. Molloy, Ninghui Li, Tiancheng Li |
| 2009 | Online System Problem Detection by Mining Patterns of Console Logs. Wei Xu, Ling Huang, Armando Fox, David A. Patterson, Michael I. Jordan |
| 2009 | Online and Batch Learning of Generalized Cosine Similarities. Ali Mustafa Qamar, Éric Gaussier |
| 2009 | Outlier Detection Using Inductive Logic Programming. Fabrizio Angiulli, Fabio Fassetti |
| 2009 | P-packSVM: Parallel Primal grAdient desCent Kernel SVM. Zeyuan Allen Zhu, Weizhu Chen, Gang Wang, Chenguang Zhu, Zheng Chen |
| 2009 | PEGASUS: A Peta-Scale Graph Mining System. U Kang, Charalampos E. Tsourakakis, Christos Faloutsos |
| 2009 | PUB: A Class Description Technique Based on Partial Coverage of Subspace. Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan |
| 2009 | Parallel PathFinder Algorithms for Mining Structures from Graphs. Samson Hauguel, ChengXiang Zhai, Jiawei Han |
| 2009 | Peculiarity Analysis for Classifications. Jian Yang, Ning Zhong, Yiyu Yao, Jue Wang |
| 2009 | Permutation Tests for Studying Classifier Performance. Markus Ojala, Gemma C. Garriga |
| 2009 | Probabilistic Similarity Query on Dimension Incomplete Data. Wei Cheng, Xiaoming Jin, Jian-Tao Sun |
| 2009 | Projective Clustering Ensembles. Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli |
| 2009 | Promoting Total Efficiency in Text Clustering via Iterative and Interactive Metric Learning. Michinari Momma, Satoshi Morinaga, Daisuke Komura |
| 2009 | RING: An Integrated Method for Frequent Representative Subgraph Mining. Shijie Zhang, Jiong Yang, Shirong Li |
| 2009 | Redistricting Using Heuristic-Based Polygonal Clustering. Deepti Joshi, Leen-Kiat Soh, Ashok Samal |
| 2009 | Regression Learning Vector Quantization. Mihajlo Grbovic, Slobodan Vucetic |
| 2009 | Relevant Subspace Clustering: Mining the Most Interesting Non-redundant Concepts in High Dimensional Data. Emmanuel Müller, Ira Assent, Stephan Günnemann, Ralph Krieger, Thomas Seidl |
| 2009 | Resolving Identity Uncertainty with Learned Random Walks. Ted Sandler, Lyle H. Ungar, Koby Crammer |
| 2009 | Rule Ensembles for Multi-target Regression. Timo Aho, Bernard Zenko, Saso Dzeroski |
| 2009 | SLIDER: Mining Correlated Motifs in Protein-Protein Interaction Networks. Peter Boyen, Frank Neven, Dries Van Dyck, Aalt D. J. van Dijk, Roeland C. H. J. van Ham |
| 2009 | Scalable Algorithms for Distribution Search. Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa |
| 2009 | Scalable Classification in Large Scale Spatiotemporal Domains Applied to Voltage-Sensitive Dye Imaging. Igor Vainer, Sarit Kraus, Gal A. Kaminka, Hamutal Slovin |
| 2009 | Self-Adaptive Anytime Stream Clustering. Philipp Kranen, Ira Assent, Corinna Baldauf, Thomas Seidl |
| 2009 | Semi-Markov kMeans Clustering and Activity Recognition from Body-Worn Sensors. Matthew W. Robards, Peter Sunehag |
| 2009 | Semi-Supervised Sequence Labeling with Self-Learned Features. Yanjun Qi, Pavel P. Kuksa, Ronan Collobert, Kunihiko Sadamasa, Koray Kavukcuoglu, Jason Weston |
| 2009 | Semi-naive Exploitation of One-Dependence Estimators. Nan Li, Yang Yu, Zhi-Hua Zhou |
| 2009 | Semi-supervised Density-Based Clustering. Levi Lelis, Jörg Sander |
| 2009 | Semi-supervised Multi-task Learning with Task Regularizations. Fei Wang, Xin Wang, Tao Li |
| 2009 | Significance of Episodes Based on Minimal Windows. Nikolaj Tatti |
| 2009 | Sparse Norm-Regularized Reconstructive Coefficients Learning. Bin Liu, Shuo Chen, Mingjie Qian, Changshui Zhang |
| 2009 | Spatio-temporal Energy Based Gait Recognition. Shamsher Singh, K. K. Biswas |
| 2009 | Stacked Gaussian Process Learning. Marion Neumann, Kristian Kersting, Zhao Xu, Daniel Schulz |
| 2009 | Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework. Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Zheng Chen |
| 2009 | Temporal Neighborhood Discovery Using Markov Models. Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay |
| 2009 | To Trust or Not to Trust? Predicting Online Trusts Using Trust Antecedent Framework. Viet-An Nguyen, Ee-Peng Lim, Jing Jiang, Aixin Sun |
| 2009 | Topic Distributions over Links on Web. Jie Tang, Jing Zhang, Jeffrey Xu Yu, Zi Yang, Keke Cai, Rui Ma, Li Zhang, Zhong Su |
| 2009 | Topic Modeling for Sequences of Temporal Activities. Zhiyong Shen, Ping Luo, Yuhong Xiong, Jun Sun, Yi-Dong Shen |
| 2009 | TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative Tagging. Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho |
| 2009 | Two Heads Better Than One: Metric+Active Learning and its Applications for IT Service Classification. Fei Wang, Jimeng Sun, Tao Li, Nikos Anerousis |
| 2009 | Uncoverning Groups via Heterogeneous Interaction Analysis. Lei Tang, Xufei Wang, Huan Liu |
| 2009 | Unified Solution to Nonnegative Data Factorization Problems. Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin |
| 2009 | Unsupervised Class Separation of Multivariate Data through Cumulative Variance-Based Ranking. Andrew Foss, Osmar R. Zaïane, Sandra Zilles |
| 2009 | Unsupervised Relation Extraction by Massive Clustering. Edgar Gonzàlez, Jordi Turmo |
| 2009 | VIF Regression: A Fast Regression Algorithm for Large Data. Dongyu Lin, Dean P. Foster |
| 2009 | Vague One-Class Learning for Data Streams. Xingquan Zhu, Xindong Wu, Chengqi Zhang |
| 2009 | flowNet: Flow-Based Approach for Efficient Analysis of Complex Biological Networks. Young-Rae Cho, Lei Shi, Aidong Zhang |
| 2009 | iTopicModel: Information Network-Integrated Topic Modeling. Yizhou Sun, Jiawei Han, Jing Gao, Yintao Yu |