| 2005 | A Bernoulli Relational Model for Nonlinear Embedding. Gang Wang, Hui Zhang, Zhihua Zhang, Frederick H. Lochovsky |
| 2005 | A Border-Based Approach for Hiding Sensitive Frequent Itemsets. Xingzhi Sun, Philip S. Yu |
| 2005 | A Computational Framework for Taxonomic Research: Diagnosing Body Shape within Fish Species Complexes. Yixin Chen, Henry L. Bart Jr., Shuqing Huang, Huimin Chen |
| 2005 | A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria. Maria Halkidi, Dimitrios Gunopulos, Nitin Kumar, Michalis Vazirgiannis, Carlotta Domeniconi |
| 2005 | A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data. Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Sebastian H. R. Wurst |
| 2005 | A Graph-Ranking Algorithm for Geo-Referencing Documents. Bruno Martins, Mário J. Silva |
| 2005 | A Heterogeneous Field Matching Method for Record Linkage. Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson |
| 2005 | A Join-Less Approach for Co-Location Pattern Mining: A Summary of Results. Jin Soung Yoo, Shashi Shekhar, Mete Celik |
| 2005 | A Levelwise Search Algorithm for Interesting Subspace Clusters. Haiyun Bian, Raj Bhatnagar |
| 2005 | A New Algorithm for Finding Minimal Sample Uniques for Use in Statistical Disclosure Assessment. Anna M. Manning, David J. Haglin |
| 2005 | A Preference Model for Structured Supervised Learning Tasks. Fabio Aiolli |
| 2005 | A Random Walk through Human Associations. Raz Tamir |
| 2005 | A Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indexes. Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi |
| 2005 | A Scalable Collaborative Filtering Framework Based on Co-Clustering. Thomas George, Srujana Merugu |
| 2005 | A Thorough Experimental Study of Datasets for Frequent Itemsets. Frédéric Flouvat, Fabien De Marchi, Jean-Marc Petit |
| 2005 | A Visual Data Mining Framework for Convenient Identification of Useful Knowledge. Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao |
| 2005 | AMIOT: Induced Ordered Tree Mining in Tree-Structured Databases. Shohei Hido, Hiroyuki Kawano |
| 2005 | Adaptive Clustering: Obtaining Better Clusters Using Feedback and Past Experience. Abraham Bagherjeiran, Christoph F. Eick, Chun-Sheng Chen, Ricardo Vilalta |
| 2005 | Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping. Mikhail Bilenko, Sugato Basu, Mehran Sahami |
| 2005 | Alternate Representation of Distance Matrices for Characterization of Protein Structure. Keith Marsolo, Srinivasan Parthasarathy |
| 2005 | An Algorithm for In-Core Frequent Itemset Mining on Streaming Data. Ruoming Jin, Gagan Agrawal |
| 2005 | An Empirical Bayes Approach to Detect Anomalies in Dynamic Multidimensional Arrays. Deepak K. Agarwal |
| 2005 | An Expected Utility Approach to Active Feature-Value Acquisition. Prem Melville, Foster J. Provost, Raymond J. Mooney |
| 2005 | An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu |
| 2005 | An Optimal Linear Time Algorithm for Quasi-Monotonic Segmentation. Daniel Lemire, Martin Brooks, Yuhong Yan |
| 2005 | Anomaly Intrusion Detection Using Multi-Objective Genetic Fuzzy System and Agent-Based Evolutionary Computation Framework. Chi-Ho Tsang, Sam Kwong, Hanli Wang |
| 2005 | Approximate Inverse Frequent Itemset Mining: Privacy, Complexity, and Approximation. Yongge Wang, Xintao Wu |
| 2005 | Atomic Wedgie: Efficient Query Filtering for Streaming Times Series. Li Wei, Eamonn J. Keogh, Helga Van Herle, Agenor Mafra-Neto |
| 2005 | Automatically Mining Result Records from Search Engine Response Pages. Dheerendranath Mundluru, Jayasimha Reddy Katukuri, Saygin Celebi |
| 2005 | Average Number of Frequent (Closed) Patterns in Bernouilli and Markovian Databases. Loïck Lhote, François Rioult, Arnaud Soulet |
| 2005 | Bagging with Adaptive Costs. Yi Zhang, W. Nick Street |
| 2005 | Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning. Thomas Takeo Osugi, Kun Deng, Stephen Scott |
| 2005 | Bias Analysis in Text Classification for Highly Skewed Data. Lei Tang, Huan Liu |
| 2005 | Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking. Mohammad El-Hajj, Osmar R. Zaïane, Paul Nalos |
| 2005 | Bit Reduction Support Vector Machine. Tong Luo, Lawrence O. Hall, Dmitry B. Goldgof, Andrew Remsen |
| 2005 | Blocking Anonymity Threats Raised by Frequent Itemset Mining. Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi |
| 2005 | CLUGO: A Clustering Algorithm for Automated Functional Annotations Based on Gene Ontology. In-Yee Lee, Jan-Ming Ho, Ming-Syan Chen |
| 2005 | CLUMP: A Scalable and Robust Framework for Structure Discovery. Kunal Punera, Joydeep Ghosh |
| 2005 | CTC - Correlating Tree Patterns for Classification. Albrecht Zimmermann, Björn Bringmann |
| 2005 | CanTree: A Tree Structure for Efficient Incremental Mining of Frequent Patterns. Carson Kai-Sang Leung, Quamrul I. Khan, Tariqul Hoque |
| 2005 | Categorization and Keyword Identification of Unlabeled Documents. Ning Kang, Carlotta Domeniconi, Daniel Barbará |
| 2005 | Classifier Fusion Using Shared Sampling Distribution for Boosting. Costin Barbu, Raja Tanveer Iqbal, Jing Peng |
| 2005 | CloseMiner: Discovering Frequent Closed Itemsets Using Frequent Closed Tidsets. Ningthoujam Gourakishwar Singh, Sanasam Ranbir Singh, Anjana Kakoti Mahanta |
| 2005 | CoLe: A Cooperative Data Mining Approach and Its Application to Early Diabetes Detection. Jie Gao, Jörg Denzinger, Robert C. James |
| 2005 | Combining Multiple Clusterings by Soft Correspondence. Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu |
| 2005 | Compound Classification Models for Recommender Systems. Lars Schmidt-Thieme |
| 2005 | Conference Organization. |
| 2005 | Discovering Frequent Arrangements of Temporal Intervals. Panagiotis Papapetrou, George Kollios, Stan Sclaroff, Dimitrios Gunopulos |
| 2005 | Discriminant Analysis: A Unified Approach. Peng Zhang, Norbert Riedel |
| 2005 | Discriminatively Trained Markov Model for Sequence Classification. Oksana Yakhnenko, Adrian Silvescu, Vasant G. Honavar |
| 2005 | Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches. Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Yu, Kevin Drummey |
| 2005 | Effective and Efficient Distributed Model-Based Clustering. Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Schubert |
| 2005 | Efficient Mining of High Branching Factor Attribute Trees. Alexandre Termier, Marie-Christine Rousset, Michèle Sebag, Kouzou Ohara, Takashi Washio, Hiroshi Motoda |
| 2005 | Efficient Text Classification by Weighted Proximal SVM. Dong Zhuang, Benyu Zhang, Qiang Yang, Jun Yan, Zheng Chen, Ying Chen |
| 2005 | Efficiently Mining Frequent Closed Partial Orders. Jian Pei, Jian Liu, Haixun Wang, Ke Wang, Philip S. Yu, Jianyong Wang |
| 2005 | Example-Based Robust Outlier Detection in High Dimensional Datasets. Cui Zhu, Hiroyuki Kitagawa, Christos Faloutsos |
| 2005 | Extracting Frequent Subsequences from a Single Long Data Sequence: A Novel Anti-Monotonic Measure and a Simple On-Line Algorithm. Koji Iwanuma, Ryuichi Ishihara, Yo Takano, Hidetomo Nabeshima |
| 2005 | FS Vandana Pursnani Janeja, Vijayalakshmi Atluri |
| 2005 | Face Recognition Using Landmark-Based Bidimensional Regression. Jiazheng Shi, Ashok Samal, David Marx |
| 2005 | Fast Frequent String Mining Using Suffix Arrays. Johannes Fischer, Volker Heun, Stefan Kramer |
| 2005 | Feature Selection for Building Cost-Effective Data Stream Classifiers. Like Gao, Xiaoyang Sean Wang |
| 2005 | Finding Maximal Frequent Itemsets over Online Data Streams Adaptively. Daesu Lee, Wonsuk Lee |
| 2005 | Finding Representative Set from Massive Data. Feng Pan, Wei Wang, Anthony K. H. Tung, Jiong Yang |
| 2005 | Focused Community Discovery. Kirsten Hildrum, Philip S. Yu |
| 2005 | Generalizing the Notion of Confidence. Michael S. Steinbach, Vipin Kumar |
| 2005 | Gradual Model Generator for Single-Pass Clustering. Ismo Kärkkäinen, Pasi Fränti |
| 2005 | HOT SAX: Efficiently Finding the Most Unusual Time Series Subsequence. Eamonn J. Keogh, Jessica Lin, Ada Wai-Chee Fu |
| 2005 | Handling Generalized Cost Functions in the Partitioning Optimization Problem through Sequential Binary Programming. Alan S. Abrahams, Adrian Becker, Daniel Fleder, Ian C. MacMillan |
| 2005 | Hierarchical Density-Based Clustering of Uncertain Data. Hans-Peter Kriegel, Martin Pfeifle |
| 2005 | Hierarchy-Regularized Latent Semantic Indexing. Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel |
| 2005 | Higher-Order Web Link Analysis Using Multilinear Algebra. Tamara G. Kolda, Brett W. Bader, Joseph P. Kenny |
| 2005 | Hot Item Mining and Summarization from Multiple Auction Web Sites. Tak-Lam Wong, Wai Lam |
| 2005 | Improving Automatic Query Classification via Semi-Supervised Learning. Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz |
| 2005 | Instability of Classifiers on Categorical Data. Arno Siebes, Muhammad Subianto, A. J. Feelders |
| 2005 | Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering. Jie Yin, Qiang Yang |
| 2005 | Invited Talks. |
| 2005 | Kernel-Density-Based Clustering of Time Series Subsequences Using a Continuous Random-Walk Noise Model. Anne Denton |
| 2005 | Labeling Unclustered Categorical Data into Clusters Based on the Important Attribute Values. Hung-Leng Chen, Kun-Ta Chuang, Ming-Syan Chen |
| 2005 | Learning Functional Dependency Networks Based on Genetic Programming. Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong |
| 2005 | Learning Instance Greedily Cloning Naive Bayes for Ranking. Liangxiao Jiang, Harry Zhang |
| 2005 | Learning through Changes: An Empirical Study of Dynamic Behaviors of Probability Estimation Trees. Kun Zhang, Zujia Xu, Jing Peng, Bill P. Buckles |
| 2005 | Leveraging Relational Autocorrelation with Latent Group Models. Jennifer Neville, David D. Jensen |
| 2005 | Making Logistic Regression a Core Data Mining Tool with TR-IRLS. Paul Komarek, Andrew W. Moore |
| 2005 | Making Subsequence Time Series Clustering Meaningful. Jason R. Chen |
| 2005 | Merging Interface Schemas on the Deep Web via Clustering Aggregation. Wensheng Wu, AnHai Doan, Clement T. Yu |
| 2005 | Mining Approximate Frequent Itemsets from Noisy Data. Jinze Liu, Susan Paulsen, Wei Wang, Andrew B. Nobel, Jan F. Prins |
| 2005 | Mining Chains of Relations. Foto N. Afrati, Gautam Das, Aristides Gionis, Heikki Mannila, Taneli Mielikäinen, Panayiotis Tsaparas |
| 2005 | Mining Frequent Spatio-Temporal Sequential Patterns. Huiping Cao, Nikos Mamoulis, David W. Cheung |
| 2005 | Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints. Xiaonan Ji, James Bailey, Guozhu Dong |
| 2005 | Mining Ontological Knowledge from Domain-Specific Text Documents. Xing Jiang, Ah-Hwee Tan |
| 2005 | Mining Patterns That Respond to Actions. Yuelong Jiang, Ke Wang, Alexander Tuzhilin, Ada Wai-Chee Fu |
| 2005 | Mining Patterns of Change in Remote Sensing Image Databases. Marcelino Pereira dos Santos Silva, Gilberto Câmara, Ricardo Cartaxo Modesto de Souza, Dalton de Morisson Valeriano, Maria Isabel Sobral Escada |
| 2005 | Mining Quantitative Frequent Itemsets Using Adaptive Density-Based Subspace Clustering. Takashi Washio, Yuki Mitsunaga, Hiroshi Motoda |
| 2005 | Modeling Multiple Time Series for Anomaly Detection. Philip K. Chan, Matthew V. Mahoney |
| 2005 | Multi-Stage Classification. Ted E. Senator |
| 2005 | Neighborhood Formation and Anomaly Detection in Bipartite Graphs. Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos |
| 2005 | Non-PC Reviewers. |
| 2005 | Obtaining Best Parameter Values for Accurate Classification. Frans Coenen, Paul H. Leng |
| 2005 | On Feature Selection through Clustering. Richard Butterworth, Gregory Piatetsky-Shapiro, Dan A. Simovici |
| 2005 | On Learning Asymmetric Dissimilarity Measures. Krishna Kummamuru, Raghu Krishnapuram, Rakesh Agrawal |
| 2005 | On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams. Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang, Baile Shi |
| 2005 | On the Stationarity of Multivariate Time Series for Correlation-Based Data Analysis. Kiyoung Yang, Cyrus Shahabi |
| 2005 | On the Tractability of Rule Discovery from Distributed Data. Martin Scholz |
| 2005 | Online Hierarchical Clustering in a Data Warehouse Environment. Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger |
| 2005 | Optimizing Constraint-Based Mining by Automatically Relaxing Constraints. Arnaud Soulet, Bruno Crémilleux |
| 2005 | Orthogonal Neighborhood Preserving Projections. Effrosini Kokiopoulou, Yousef Saad |
| 2005 | Pairwise Symmetry Decomposition Method for Generalized Covariance Analysis. Tsuyoshi Idé |
| 2005 | Panel Session. |
| 2005 | Parallel Algorithms for Distance-Based and Density-Based Outliers. Elio Lozano, Edgar Acuña |
| 2005 | Parameter-Free Spatial Data Mining Using MDL. Spiros Papadimitriou, Aristides Gionis, Panayiotis Tsaparas, Risto A. Väisänen, Heikki Mannila, Christos Faloutsos |
| 2005 | Partial Elastic Matching of Time Series. Longin Jan Latecki, Vasileios Megalooikonomou, Qiang Wang, Rolf Lakämper, Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh |
| 2005 | Partial Ensemble Classifiers Selection for Better Ranking. Jin Huang, Charles X. Ling |
| 2005 | Predicting Software Escalations with Maximum ROI. Charles X. Ling, Shengli Sheng, Tilmann F. W. Bruckhaus, Nazim H. Madhavji |
| 2005 | Privacy Preserving Data Classification with Rotation Perturbation. Keke Chen, Ling Liu |
| 2005 | Privacy-Preserving Frequent Pattern Mining across Private Databases. Ada Wai-Chee Fu, Raymond Chi-Wing Wong, Ke Wang |
| 2005 | Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA |
| 2005 | Process Diagnosis via Electrical-Wafer-Sorting Maps Classification. Federico Di Palma, Giuseppe De Nicolao, Guido Miraglia, Oliver M. Donzelli |
| 2005 | Program Committee. |
| 2005 | Pruning Social Networks Using Structural Properties and Descriptive Attributes. Lisa Singh, Lise Getoor, Louis Licamele |
| 2005 | Ranking-Based Evaluation of Regression Models. Saharon Rosset, Claudia Perlich, Bianca Zadrozny |
| 2005 | SVM Feature Selection for Classification of SPECT Images of Alzheimer's Disease Using Spatial Information. Jonathan Stoeckel, Glenn Fung |
| 2005 | Segment-Based Injection Attacks against Collaborative Filtering Recommender Systems. Robin D. Burke, Bamshad Mobasher, Runa Bhaumik, Chad Williams |
| 2005 | Semi-Supervised Clustering with Metric Learning Using Relative Comparisons. Nimit Kumar, Krishna Kummamuru, Deepa Paranjpe |
| 2005 | Semi-Supervised Mixture of Kernels via LPBoost Methods. Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao |
| 2005 | Sequential Pattern Mining in Multiple Streams. Gong Chen, Xindong Wu, Xingquan Zhu |
| 2005 | Sharing Classifiers among Ensembles from Related Problem Domains. Yi Zhang, W. Nick Street, Samuel Burer |
| 2005 | Shortest-Path Kernels on Graphs. Karsten M. Borgwardt, Hans-Peter Kriegel |
| 2005 | Spatial Clustering of Chimpanzee Locations for Neighborhood Identification. Sandeep Mane, Carson Murray, Shashi Shekhar, Jaideep Srivastava, Anne Pusey |
| 2005 | Speculative Markov Blanket Discovery for Optimal Feature Selection. Sandeep Yaramakala, Dimitris Margaritis |
| 2005 | Stability of Feature Selection Algorithms. Alexandros Kalousis, Julien Prados, Melanie Hilario |
| 2005 | Steering Committee. |
| 2005 | Summarization - Compressing Data into an Informative Representation. Varun Chandola, Vipin Kumar |
| 2005 | Supervised Ordering - An Empirical Survey. Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho |
| 2005 | Supervised Tensor Learning. Dacheng Tao, Xuelong Li, Weiming Hu, Stephen J. Maybank, Xindong Wu |
| 2005 | Suppressing Data Sets to Prevent Discovery of Association Rules. Ayça Azgin Hintoglu, Ali Inan, Yücel Saygin, Mehmet Keskinöz |
| 2005 | Template-Based Privacy Preservation in Classification Problems. Ke Wang, Benjamin C. M. Fung, Philip S. Yu |
| 2005 | Text Classification with Evolving Label-Sets. Shantanu Godbole, Ganesh Ramakrishnan, Sunita Sarawagi |
| 2005 | Text Representation: From Vector to Tensor. Ning Liu, Benyu Zhang, Jun Yan, Zheng Chen, Wenyin Liu, Fengshan Bai, Leefeng Chien |
| 2005 | Training Support Vector Machines Using Gilbert's Algorithm. Shawn Martin |
| 2005 | Triple Jump Acceleration for the EM Algorithm. Han-Shen Huang, Bou-Ho Yang, Chun-Nan Hsu |
| 2005 | Tutorials. |
| 2005 | Usage-Based PageRank for Web Personalization. Magdalini Eirinaki, Michalis Vazirgiannis |
| 2005 | Using Information-Theoretic Measures to Assess Association Rule Interestingness. Julien Blanchard, Fabrice Guillet, Régis Gras, Henri Briand |
| 2005 | ViVo: Visual Vocabulary Construction for Mining Biomedical Images. Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh |
| 2005 | Visualizing Global Manifold Based on Distributed Local Data Abstractions. Xiaofeng Zhang, William K. Cheung |
| 2005 | WARP: Time Warping for Periodicity Detection. Mohamed G. Elfeky, Walid G. Aref, Ahmed K. Elmagarmid |
| 2005 | Welcome Message from the Conference Chairs. |
| 2005 | Welcome to ICDM 2005. |
| 2005 | Workshops. |
| 2005 | X-mHMM: An Efficient Algorithm for Training Mixtures of HMMs When the Number of Mixtures Is Unknown. Zoltán Szamonek, Csaba Szepesvári |
| 2005 | eMailSift: Email Classification Based on Structure and Content. Manu Aery, Sharma Chakravarthy |