| Data mining, hypergraph transversals, and machine learning (extended abstract) |
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Symposium on Principles of Database Systems
archive
Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
table of contents
Tucson, Arizona, United States
Pages: 209 - 216
Year of Publication: 1997
ISBN:0-89791-910-6
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Authors
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Dimitrios Gunopulos
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IBM Almaden RC K55/B1, 650 Harry Rd., San Jose, CA
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Heikki Mannila
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University of Helsinki, Department of Computer Science, P.O. Box 26, FIN-00014 Helsinki, Finland
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Roni Khardon
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Aiken Computation Laboratory, Harvard University, Cambridge, MA
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Hannu Toivonen
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University of Helsinki, Department of Computer Science, P.O. Box 26, FIN-00014 Helsinki, Finland
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| Bibliometrics |
Downloads (6 Weeks): 11, Downloads (12 Months): 66, Citation Count: 44
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REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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Rakesh Agrawal , Heikki Mannila , Ramakrishnan Srikant , Hannu Toivonen , A. Inkeri Verkamo, Fast discovery of association rules, Advances in knowledge discovery and data mining, American Association for Artificial Intelligence, Menlo Park, CA, 1996
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C. Berge. Hypergraphs. Combinatorics of Finite Sets. North-Holland Publishing Company, Amsterdam, 3rd edition, I973.
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It. Khaxdon. Translating between Horn representations and their characteristic models. Journal of AI Research, 3:349- 372, 1995.
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J.-U. Kietz and S. Wrobel. Controlling the complexity of learning in logic through syntactic and task-oriented models. In S. Muggleton, editor, Inductive Logic Programming, pages 335 - 359. Academic Press, London, 1992.
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W. Kloesgen. Efficient discovery of interesting statements in databases. Journal of Intelligent Information Systems, 4(1):53 - 69, 1995.
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H. Mannila and H. Toivonen. On an algorithm for finding all interesting sentences. In Cybernetics and Systems, Volume II, The Thirteenth European Meeting on Cybernetics and Systems Research, pages 973 - 978, Vienna, Austria, Apr. 1996. Extended version available as: Levehvise search and borders of theories in knowledge discovery, Report C-1997-8, University of Helsinld, Depaxtment of Computer Science.
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H. Mannila, H. Toivonen, and A. I. Verkamo. Efficient algorithms for discovering association rules. In Knowledge Discovery in Databases, Papers from the 1994 AAAI Workshop (KDD'94), pages 181 - 192, Seattle, Washington, July 1994.
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H. Mannila, H. Toivonen, and A. I. Verkanao. Discovering frequent episodes in sequences. In Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD'95), pages 210-- 215, Montreal, Canada, Aug. 1995.
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N. Misra and L. Pitt. On bounded-degree hypergraph transversals. Manuscript., 1995.
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T. M. Mitchell. Generalization as search. Artificial intelligence, 18:203 - 226, 1982.
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C. Tamon. Private communication. 1997.
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CITED BY 44
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Jon Kleinberg , Christos Papadimitriou , Prabhakar Raghavan, Segmentation problems, Proceedings of the thirtieth annual ACM symposium on Theory of computing, p.473-482, May 24-26, 1998, Dallas, Texas, United States
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Dimitrios Gunopulos , Roni Khardon , Heikki Mannila , Sanjeev Saluja , Hannu Toivonen , Ram Sewak Sharma, Discovering all most specific sentences, ACM Transactions on Database Systems (TODS), v.28 n.2, p.140-174, June 2003
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Daniel Kifer , Johannes Gehrke , Cristian Bucila , Walker White, How to quickly find a witness, Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, p.272-283, June 09-11, 2003, San Diego, California
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Cristian Bucila , Johannes Gehrke , Daniel Kifer , Walker White, DualMiner: a dual-pruning algorithm for itemsets with constraints, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada
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Xifeng Yan , Hong Cheng , Jiawei Han , Dong Xin, Summarizing itemset patterns: a profile-based approach, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA
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Leonid Khachiyan , Endre Boros , Khaled Elbassioni , Vladimir Gurvich , Kazuhisa Makino, Dual-bounded generating problems: Efficient and inefficient points for discrete probability distributions and sparse boxes for multidimensional data, Theoretical Computer Science, v.379 n.3, p.361-376, June, 2007
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Byron J. Gao , Martin Ester , Jin-Yi Cai , Oliver Schulte , Hui Xiong, The minimum consistent subset cover problem and its applications in data mining, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
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Sébastien Nedjar , Alain Casali , Rosine Cicchetti , Lotfi Lakhal, Emerging Cubes: Borders, size estimations and lossless reductions, Information Systems, v.34 n.6, p.536-550, September, 2009
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