| 2000 | A classifier for semi-structured documents. Jeonghee Yi, Neel Sundaresan |
| 2000 | A data mining framework for optimal product selection in retail supermarket data: the generalized PROFSET model. Tom Brijs, Bart Goethals, Gilbert Swinnen, Koen Vanhoof, Geert Wets |
| 2000 | A framework for specifying explicit bias for revision of approximate information extraction rules. Ronen Feldman, Yair Liberzon, Binyamin Rosenfeld, Yonatan Schler, Jonathan Stoppi |
| 2000 | A general probabilistic framework for clustering individuals and objects. Igor V. Cadez, Scott Gaffney, Padhraic Smyth |
| 2000 | A sequential sampling algorithm for a general class of utility criteria. Tobias Scheffer, Stefan Wrobel |
| 2000 | Active learning using adaptive resampling. Vijay S. Iyengar, Chidanand Apté, Tong Zhang |
| 2000 | After the gold rush (invited talk, abstract only): data mining in the new economy (invited talk, abstract only). David Stodder |
| 2000 | Agglomerative clustering of a search engine query log. Doug Beeferman, Adam L. Berger |
| 2000 | Alpha seeding for support vector machines. Dennis DeCoste, Kiri Wagstaff |
| 2000 | Among those dark electronic mills: privacy and data mining (invited talk, abstract only). Jason Catlett |
| 2000 | An empirical analysis of techniques for constructing and searching k-dimensional trees. Douglas A. Talbert, Douglas H. Fisher |
| 2000 | Application of neural networks to biological data mining: a case study in protein sequence classification. Jason Tsong-Li Wang, Qicheng Ma, Dennis E. Shasha, Cathy H. Wu |
| 2000 | Automating exploratory data analysis for efficient data mining. Jonathan D. Becher, Pavel Berkhin, Edmund Freeman |
| 2000 | Can we push more constraints into frequent pattern mining? Jian Pei, Jiawei Han |
| 2000 | Classification and visualization for high-dimensional data. Alfred Inselberg, Tova Avidan |
| 2000 | Cross-sell: a fast promotion-tunable customer-item recommendation method based on conditionally independent probabilities. Brendan Kitts, David Freed, Martin Vrieze |
| 2000 | Data mining solves tough semiconductor manufacturing problems. Mike Gardner, Jack Bieker |
| 2000 | Data mining techniques for optimizing inventories for electronic commerce. Anjali Dhond, Amar Gupta, Sanjeev Vadhavkar |
| 2000 | Data mining to detect abnormal behavior in aerospace data. José M. Peña, Fazel Famili, Sylvain Létourneau |
| 2000 | Data selection for support vector machine classifiers. Glenn Fung, Olvi L. Mangasarian |
| 2000 | Decision support in the booming e-world (invited talk, abstract only). James Goodnight |
| 2000 | Defection detection: using activity profiles to predict ISP customer vulnerability. Nandini Raghavan, Robert M. Bell, Matthias Schonlau |
| 2000 | Deformable Markov model templates for time-series pattern matching. Xianping Ge, Padhraic Smyth |
| 2000 | Depth first generation of long patterns. Ramesh C. Agarwal, Charu C. Aggarwal, V. V. V. Prasad |
| 2000 | Discovering similar patterns in time series. Juan Pedro Caraça-Valente, Ignacio Lopez-Chavarrias |
| 2000 | Discovery of multi-level rules and exceptions from a distributed database. Rónán Páircéir, Sally I. McClean, Bryan W. Scotney |
| 2000 | Distributed and parallel knowledge discovery (workshop session - title only). Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic |
| 2000 | E-metrics: tomorrow's business metrics today (invited talk, abstract only). Matt Cutler |
| 2000 | Efficient algorithms for constructing decision trees with constraints. Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastogi, Kyuseok Shim |
| 2000 | Efficient clustering of high-dimensional data sets with application to reference matching. Andrew McCallum, Kamal Nigam, Lyle H. Ungar |
| 2000 | Efficient identification of Web communities. Gary William Flake, Steve Lawrence, C. Lee Giles |
| 2000 | Efficient mining of weighted association rules (WAR). Wei Wang, Jiong Yang, Philip S. Yu |
| 2000 | Efficient search for association rules. Geoffrey I. Webb |
| 2000 | Evolutionary algorithms in data mining: multi-objective performance modeling for direct marketing. Siddhartha Bhattacharyya |
| 2000 | Explicitly representing expected cost: an alternative to ROC representation. Chris Drummond, Robert C. Holte |
| 2000 | Exploration mining in diabetic patients databases: findings and conclusions. Wynne Hsu, Mong-Li Lee, Bing Liu, Tok Wang Ling |
| 2000 | Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets. Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao |
| 2000 | Feature selection in unsupervised learning via evolutionary search. YongSeog Kim, W. Nick Street, Filippo Menczer |
| 2000 | FreeSpan: frequent pattern-projected sequential pattern mining. Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Qiming Chen, Umeshwar Dayal, Meichun Hsu |
| 2000 | Generating non-redundant association rules. Mohammed Javeed Zaki |
| 2000 | Genome scale prediction of protein functional class from sequence using data mining. Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe |
| 2000 | Global partial orders from sequential data. Heikki Mannila, Christopher Meek |
| 2000 | Growing decision trees on support-less association rules. Ke Wang, Senqiang Zhou, Yu He |
| 2000 | Hancock: a language for extracting signatures from data streams. Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers |
| 2000 | Hardening soft information sources. William W. Cohen, Henry A. Kautz, David A. McAllester |
| 2000 | Hybrid Poisson process. Ayman Farahat |
| 2000 | Identifying prospective customers. Paul B. Chou, Edna Grossman, Dimitrios Gunopulos, Pasumarti Kamesam |
| 2000 | Incremental quantile estimation for massive tracking. Fei Chen, Diane Lambert, José C. Pinheiro |
| 2000 | Informed knowledge discovery: using prior knowledge in discovery programs (invited talk, abstract only). Bruce G. Buchanan |
| 2000 | IntelliClean: a knowledge-based intelligent data cleaner. Mong-Li Lee, Tok Wang Ling, Wai Lup Low |
| 2000 | Interactive exploration of very large relational datasets through 3D dynamic projections. Li Yang |
| 2000 | Mining IC test data to optimize VLSI testing. Tony Fountain, Thomas G. Dietterich, Bill Sudyka |
| 2000 | Mining asynchronous periodic patterns in time series data. Jiong Yang, Wei Wang, Philip S. Yu |
| 2000 | Mining high-speed data streams. Pedro M. Domingos, Geoff Hulten |
| 2000 | Mining the stock market (extended abstract): which measure is best? Martin Gavrilov, Dragomir Anguelov, Piotr Indyk, Rajeev Motwani |
| 2000 | Multi-level organization and summarization of the discovered rules. Bing Liu, Minqing Hu, Wynne Hsu |
| 2000 | Multimedia data mining (workshop session - title only). Simeon J. Simoff, Osmar R. Zaïane |
| 2000 | Multivariate discretization of continuous variables for set mining. Stephen D. Bay |
| 2000 | On certain rigorous approaches to data mining (invited talk, abstract only). Christos H. Papadimitriou |
| 2000 | On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms. Kenji Yamanishi, Jun'ichi Takeuchi, Graham J. Williams, Peter Milne |
| 2000 | Ongoing management and application of discovered knowledge in a large regulatory organization: a case study of the use and impact of NASD Regulation's Advanced Detection System (RADS). Ted E. Senator |
| 2000 | Predictive modeling in automotive direct marketing: tools, experiences and open issues. Wendy Gersten, Rüdiger Wirth, Dirk Arndt |
| 2000 | Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, Boston, MA, USA, August 20-23, 2000 Raghu Ramakrishnan, Salvatore J. Stolfo, Roberto J. Bayardo, Ismail Parsa |
| 2000 | Scaling up dynamic time warping for datamining applications. Eamonn J. Keogh, Michael J. Pazzani |
| 2000 | Small is beautiful: discovering the minimal set of unexpected patterns. Balaji Padmanabhan, Alexander Tuzhilin |
| 2000 | Targeting the right students using data mining. Yiming Ma, Bing Liu, Ching Kian Wong, Philip S. Yu, Shuik Ming Lee |
| 2000 | Text mining (workshop session - title only). Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling |
| 2000 | Textual data mining of service center call records. Pang-Ning Tan, Hannah Blau, Steven A. Harp, Robert P. Goldman |
| 2000 | The IGrid index: reversing the dimensionality curse for similarity indexing in high dimensional space. Charu C. Aggarwal, Philip S. Yu |
| 2000 | The generalized Bayesian committee machine. Volker Tresp |
| 2000 | Towards an effective cooperation of the user and the computer for classification. Mihael Ankerst, Martin Ester, Hans-Peter Kriegel |
| 2000 | Towards scalable support vector machines using squashing. Dmitry Pavlov, Darya Chudova, Padhraic Smyth |
| 2000 | Unsupervised Bayesian visualization of high-dimensional data. Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri |
| 2000 | Using the fractal dimension to cluster datasets. Daniel Barbará, Ping Chen |
| 2000 | Visualization and interactive feature selection for unsupervised data. Jennifer G. Dy, Carla E. Brodley |
| 2000 | Visualization and the process of modeling: a cognitive-theoretic view. Andrew W. Crapo, Laurie B. Waisel, William A. Wallace, Thomas R. Willemain |
| 2000 | Visualization of navigation patterns on a Web site using model-based clustering. Igor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White |
| 2000 | Visualizing association rules with interactive mosaic plots. Heike Hofmann, Arno Siebes, Adalbert F. X. Wilhelm |
| 2000 | Web mining for e-commerce (workshop session - title only). Ron Kohavi, Myra Spiliopoulou, Jaideep Srivastava |