| 2001 | A human-computer cooperative system for effective high dimensional clustering. Charu C. Aggarwal |
| 2001 | A robust and scalable clustering algorithm for mixed type attributes in large database environment. Tom Chiu, DongPing Fang, John Chen, Yao Wang, Christopher Jeris |
| 2001 | A spectral method to separate disconnected and nearly-disconnected web graph components. Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha |
| 2001 | A streaming ensemble algorithm (SEA) for large-scale classification. W. Nick Street, YongSeog Kim |
| 2001 | Applications of generalized support vector machines to predictive modeling. Nitin Agrarwal |
| 2001 | Challenges for knowledge discovery in biology. Russ B. Altman |
| 2001 | Clustering spatial data using random walks. David Harel, Yehuda Koren |
| 2001 | Co-clustering documents and words using bipartite spectral graph partitioning. Inderjit S. Dhillon |
| 2001 | DIRT @SBT@discovery of inference rules from text. Dekang Lin, Patrick Pantel |
| 2001 | Data filtering for automatic classification of rocks from reflectance spectra. Jonathan Moody, Ricardo Bezerra de Andrade e Silva, Joseph Vanderwaart |
| 2001 | Data mining case study: modeling the behavior of offenders who commit serious sexual assaults. Richard Adderley, Peter B. Musgrove |
| 2001 | Data mining criteria for tree-based regression and classification. Andreas Buja, Yung-Seop Lee |
| 2001 | Data mining platform for database developers. Amir Netz |
| 2001 | Data mining techniques to improve forecast accuracy in airline business. Christoph Hueglin, Francesco Vannotti |
| 2001 | Data mining with sparse grids using simplicial basis functions. Jochen Garcke, Michael Griebel |
| 2001 | Data mining: are we there yet? Herb Edelstein |
| 2001 | Detecting graph-based spatial outliers: algorithms and applications (a summary of results). Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang |
| 2001 | Discovering associations with numeric variables. Geoffrey I. Webb |
| 2001 | Discovering outlier filtering rules from unlabeled data: combining a supervised learner with an unsupervised learner. Kenji Yamanishi, Jun'ichi Takeuchi |
| 2001 | Discovering the set of fundamental rule changes. Bing Liu, Wynne Hsu, Yiming Ma |
| 2001 | Discovering unexpected information from your competitors' web sites. Bing Liu, Yiming Ma, Philip S. Yu |
| 2001 | Efficient discovery of error-tolerant frequent itemsets in high dimensions. Cheng Yang, Usama M. Fayyad, Paul S. Bradley |
| 2001 | Empirical bayes screening for multi-item associations. William DuMouchel, Daryl Pregibon |
| 2001 | Ensemble-index: a new approach to indexing large databases. Eamonn J. Keogh, Selina Chu, Michael J. Pazzani |
| 2001 | Estimating business targets. Piew Datta, James Drew, Andrew Betz, D. R. Mani, Jeffery Howard |
| 2001 | Evaluating the novelty of text-mined rules using lexical knowledge. Sugato Basu, Raymond J. Mooney, Krupakar V. Pasupuleti, Joydeep Ghosh |
| 2001 | Evaluation of prediction models for marketing campaigns. Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan |
| 2001 | Experimental comparisons of online and batch versions of bagging and boosting. Nikunj C. Oza, Stuart Russell |
| 2001 | Extracting collective probabilistic forecasts from web games. David M. Pennock, Steve Lawrence, Finn Årup Nielsen, C. Lee Giles |
| 2001 | Extracting targeted data from the web. Tom M. Mitchell |
| 2001 | Fast ordering of large categorical datasets for better visualization. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma |
| 2001 | Finding simple intensity descriptions from event sequence data. Heikki Mannila, Marko Salmenkivi |
| 2001 | Funnel report mining for the MSN network. Teresa Mah, Hank Hoek, Ying Li |
| 2001 | GESS: a scalable similarity-join algorithm for mining large data sets in high dimensional spaces. Jens-Peter Dittrich, Bernhard Seeger |
| 2001 | Gaining insights into support vector machine pattern classifiers using projection-based tour methods. Doina Caragea, Dianne Cook, Vasant G. Honavar |
| 2001 | Generalized clustering, supervised learning, and data assignment. Annaka Kalton, Pat Langley, Kiri Wagstaff, Jungsoon P. Yoo |
| 2001 | Identifying non-actionable association rules. Bing Liu, Wynne Hsu, Yiming Ma |
| 2001 | Induction of semantic classes from natural language text. Dekang Lin, Patrick Pantel |
| 2001 | Infominer: mining surprising periodic patterns. Jiong Yang, Wei Wang, Philip S. Yu |
| 2001 | Interactive path analysis of web site traffic. Pavel Berkhin, Jonathan D. Becher, Dee Jay Randall |
| 2001 | Knowledge base maintenance using knowledge gap analysis. W. Scott Spangler, Jeffrey T. Kreulen |
| 2001 | Learning and making decisions when costs and probabilities are both unknown. Bianca Zadrozny, Charles Elkan |
| 2001 | Magical thinking in data mining: lessons from CoIL challenge 2000. Charles Elkan |
| 2001 | Mass collaboration and data mining. Raghu Ramakrishnan |
| 2001 | Mining a stream of transactions for customer patterns. Diane Lambert, José C. Pinheiro |
| 2001 | Mining e-commerce data: the good, the bad, and the ugly. Ron Kohavi |
| 2001 | Mining frequent neighboring class sets in spatial databases. Yasuhiko Morimoto |
| 2001 | Mining from open answers in questionnaire data. Hang Li, Kenji Yamanishi |
| 2001 | Mining massively incomplete data sets by conceptual reconstruction. Charu C. Aggarwal, Srinivasan Parthasarathy |
| 2001 | Mining the network value of customers. Pedro M. Domingos, Matthew Richardson |
| 2001 | Mining time-changing data streams. Geoff Hulten, Laurie Spencer, Pedro M. Domingos |
| 2001 | Mining top-n local outliers in large databases. Wen Jin, Anthony K. H. Tung, Jiawei Han |
| 2001 | Mining user session data to facilitate user interaction with a customer service knowledge base in RightNow Web. Doug Warner, J. Neal Richter, Stephen D. Durbin, Bikramjit Banerjee |
| 2001 | Mining web logs for prediction models in WWW caching and prefetching. Qiang Yang, Henry Haining Zhang, Tianyi Li |
| 2001 | Molecular feature mining in HIV data. Stefan Kramer, Luc De Raedt, Christoph Helma |
| 2001 | PVA: a self-adaptive personal view agent system. Chien Chin Chen, Meng Chang Chen, Yeali S. Sun |
| 2001 | Personalization from incomplete data: what you don't know can hurt. Balaji Padmanabhan, Zhiqiang (Eric) Zheng, Steven Orla Kimbrough |
| 2001 | Probabilistic modeling of transaction data with applications to profiling, visualization, and prediction. Igor V. Cadez, Padhraic Smyth, Heikki Mannila |
| 2001 | Probabilistic query models for transaction data. Dmitry Pavlov, Padhraic Smyth |
| 2001 | Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA, USA, August 26-29, 2001 Doheon Lee, Mario Schkolnick, Foster J. Provost, Ramakrishnan Srikant |
| 2001 | Proximal support vector machine classifiers. Glenn Fung, Olvi L. Mangasarian |
| 2001 | REVI-MINER, a KDD-environment for deviation detection and analysis of warranty and goodwill cost statements in automotive industry. Edgar Hotz, Udo Grimmer, Wolfgang Heuser, Gholamreza Nakhaeizadeh, Michael Wieczorek |
| 2001 | Random projection in dimensionality reduction: applications to image and text data. Ella Bingham, Heikki Mannila |
| 2001 | Real world performance of association rule algorithms. Zijian Zheng, Ron Kohavi, Llew Mason |
| 2001 | Recommender systems in commerce and community. John Riedl |
| 2001 | Robust space transformations for distance-based operations. Edwin M. Knorr, Raymond T. Ng, Ruben H. Zamar |
| 2001 | Segmentation-based modeling for advanced targeted marketing. Chidanand Apté, Eric Bibelnieks, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu, Deb Campbell, Bryan Nelson |
| 2001 | Solving regression problems with rule-based ensemble classifiers. Nitin Indurkhya, Sholom M. Weiss |
| 2001 | The "DGX" distribution for mining massive, skewed data. Zhiqiang Bi, Christos Faloutsos, Flip Korn |
| 2001 | The distributed boosting algorithm. Aleksandar Lazarevic, Zoran Obradovic |
| 2001 | TreeDT: gene mapping by tree disequilibrium test. Petteri Sevon, Hannu Toivonen, Vesa Ollikainen |
| 2001 | Tri-plots: scalable tools for multidimensional data mining. Agma J. M. Traina, Caetano Traina Jr., Spiros Papadimitriou, Christos Faloutsos |
| 2001 | Visualizing multi-dimensional clusters, trends, and outliers using star coordinates. Eser Kandogan |