KDD-Cup 2000 organizers' report

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KDD-Cup 2000 organizers' report: peeling the onion

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ACM SIGKDD Explorations Newsletter archive
Volume 2 , Issue 2 (December 2000) table of contents
Special issue on “Scalable data mining algorithms”

Pages: 86 - 93

Year of Publication: 2000

ISSN:1931-0145

Authors

Ron Kohavi	Blue Martini Software, 2600 Campus Dr., San Mateo, CA
Carla E. Brodley	School of Electrical and Computer Engineering, Purdue University, West Lafayette, In
Brian Frasca	Blue Martini Software, 2600 Campus Dr., San Mateo, CA
Llew Mason	Blue Martini Software, 2600 Campus Dr., San Mateo, CA
Zijian Zheng	Blue Martini Software, 2600 Campus Dr., San Mateo, CA

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 2, Downloads (12 Months): 27, Citation Count: 45

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references cited by index terms collaborative colleagues

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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.

	1	[1] Ismail Parsa, KDD-Cup-97: A Knowledge Discovery and Data Mining Tools Competition talk. Newport beach, CA, USA. http://www-aig.jpl.nasa.gov/public/kdd97/.
	2	Ron Kohavi , Foster Provost, Applications of Data Mining to Electronic Commerce, Data Mining and Knowledge Discovery, v.5 n.1-2, p.5-10, January-April 2001 [doi>10.1023/A:1009840925866]
	3	[3] ACM SIGKDD Explorations homepage, the information for authors link: http://www.acm.org/sigkdd/explorations/.
	4	[4] KDD-Cup 2000 homepage. Carla Brodley and Ron Kohavi. http://www.ecn.purdue.edu/KDDCUP/.
	5	[5] Gregory Piatetsky-Shapiro, Ron Brachman, Tom Khabaza, Willi Kloesgen, and Evangelos Simoudis, An Overview of Issues in Developing Industrial Data Mining and Knowledge Discovery Applications, Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, 1996.
	6	[6] Suhail Ansari, Ron Kohavi, Llew Mason, and Zijian Zheng. Integrating E-Commerce and Data Mining: Architecture and Challenges. WEBKDD'2000 workshop: Web Mining for E-Commerce - Challenges and Opportunities, 2000.
	7	Ralph Kimball , Laura Reeves , Warren Thornthwaite , Margy Ross , Warren Thornwaite, The Data Warehouse Lifecycle Toolkit: Expert Methods for Designing, Developing and Deploying Data Warehouses with CD Rom, John Wiley & Sons, Inc., New York, NY, 1998
	8	Ralph Kimball , Richard Merz, The data webhouse toolkit: building the web-enabled data warehouse, John Wiley & Sons, Inc., New York, NY, 2000

CITED BY 45

	Ron Kohavi , Neal J. Rothleder , Evangelos Simoudis, Emerging trends in business analytics, Communications of the ACM, v.45 n.8, August 2002
	Zijian Zheng , Ron Kohavi , Llew Mason, Real world performance of association rule algorithms, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.401-406, August 26-29, 2001, San Francisco, California
	Corin R. Anderson , Pedro Domingos , Daniel S. Weld, Relational Markov models and their application to adaptive web navigation, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada
	Ron Kohavi, Mining e-commerce data: the good, the bad, and the ugly, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.8-13, August 26-29, 2001, San Francisco, California
	Geoff Hulten , Pedro Domingos, Mining complex models from arbitrarily large databases in constant time, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, July 23-26, 2002, Edmonton, Alberta, Canada
	Balaji Padmanabhan , Alexander Tuzhilin, On the Use of Optimization for Data Mining: Theoretical Interactions and eCRM Opportunities, Management Science, v.49 n.10, p.1327-1343, October 2003
	Daniel Lowd , Pedro Domingos, Naive Bayes models for probability estimation, Proceedings of the 22nd international conference on Machine learning, p.529-536, August 07-11, 2005, Bonn, Germany
	Mukund Deshpande , George Karypis, Selective Markov models for predicting Web page accesses, ACM Transactions on Internet Technology (TOIT), v.4 n.2, p.163-184, May 2004
	Jia-Wei Han , Jian Pei , Xi-Feng Yan, From sequential pattern mining to structured pattern mining: a pattern-growth approach, Journal of Computer Science and Technology, v.19 n.3, p.257-279, May 2004
	Foto Afrati , Aristides Gionis , Heikki Mannila, Approximating a collection of frequent sets, Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, August 22-25, 2004, Seattle, WA, USA
	Bart Goethals, Memory issues in frequent itemset mining, Proceedings of the 2004 ACM symposium on Applied computing, March 14-17, 2004, Nicosia, Cyprus
	Jian Pei , Jiawei Han , Behzad Mortazavi-Asl , Jianyong Wang , Helen Pinto , Qiming Chen , Umeshwar Dayal , Mei-Chun Hsu, Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach, IEEE Transactions on Knowledge and Data Engineering, v.16 n.11, p.1424-1440, November 2004
	Yingjiu Li , Peng Ning , X. Sean Wang , Sushil Jajodia, Discovering calendar-based temporal association rules, Data & Knowledge Engineering, v.44 n.2, p.193-218, February 2003
	Abraham Bernstein , Foster Provost , Shawndra Hill, Toward Intelligent Assistance for a Data Mining Process: An Ontology-Based Approach for Cost-Sensitive Classification, IEEE Transactions on Knowledge and Data Engineering, v.17 n.4, p.503-518, April 2005
	Ron Kohavi , Llew Mason , Rajesh Parekh , Zijian Zheng, Lessons and Challenges from Mining Retail E-Commerce Data, Machine Learning, v.57 n.1-2, p.83-113, October-November 2004
	Floris Geerts , Bart Goethals , Jan Van Den Bussche, Tight upper bounds on the number of candidate patterns, ACM Transactions on Database Systems (TODS), v.30 n.2, p.333-363, June 2005
	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
	Doug Burdick , Manuel Calimlim , Jason Flannick , Johannes Gehrke , Tomi Yiu, MAFIA: A Maximal Frequent Itemset Algorithm, IEEE Transactions on Knowledge and Data Engineering, v.17 n.11, p.1490-1504, November 2005
	Christian Borgelt, Keeping things simple: finding frequent item sets by recursive elimination, Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations, p.66-70, August 21-21, 2005, Chicago, Illinois
	Son N. Nguyen , Maria E. Orlowska, A further study in the data partitioning approach for frequent itemsets mining, Proceedings of the 17th Australasian Database Conference, p.31-37, January 16-19, 2006, Hobart, Australia
	Anthony J. T. Lee , Chun-Sheng Wang , Wan-Yu Weng , Yi-An Chen , Huei-Wen Wu, An efficient algorithm for mining closed inter-transaction itemsets, Data & Knowledge Engineering, v.66 n.1, p.68-91, July, 2008
	Christian Borgelt, An implementation of the FP-growth algorithm, Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations, p.1-5, August 21-21, 2005, Chicago, Illinois
	V. T. Lam , S. Antonatos , P. Akritidis , K. G. Anagnostakis, Puppetnets: misusing web browsers as a distributed attack infrastructure, Proceedings of the 13th ACM conference on Computer and communications security, October 30-November 03, 2006, Alexandria, Virginia, USA
	Aris Gkoulalas-Divanis , Vassilios S. Verykios, An integer programming approach for frequent itemset hiding, Proceedings of the 15th ACM international conference on Information and knowledge management, November 06-11, 2006, Arlington, Virginia, USA
	Anthony J. T. Lee , Chun-Sheng Wang, An efficient algorithm for mining frequent inter-transaction patterns, Information Sciences: an International Journal, v.177 n.17, p.3453-3476, September, 2007
	Wan-Jui Lee , Jung-Yi Jiang , Shie-Jue Lee, Mining fuzzy periodic association rules, Data & Knowledge Engineering, v.65 n.3, p.442-462, June, 2008
	Shao-Shin Hung , Damon Shing-Min Liu, Efficient reduction of access latency through object correlations in virtual environments, EURASIP Journal on Applied Signal Processing, v.2007 n.1, p.178-178, 1 January 2007
	Wang Lian , David W. Cheung , S. M. Yiu, Maintenance of maximal frequent itemsets in large databases, Proceedings of the 2007 ACM symposium on Applied computing, March 11-15, 2007, Seoul, Korea
	William M. Pottenger, D-HOTM: distributed higher order text mining, Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains, May 20-23, 2007, Philadelphia, Pennsylvania
	João Gama , Ricardo Fernandes , Ricardo Rocha, Decision trees for mining data streams, Intelligent Data Analysis, v.10 n.1, p.23-45, January 2006
	Hüseyin Akcan , Alex Astashyn , Hervé Brönnimann, Deterministic algorithms for sampling count data, Data & Knowledge Engineering, v.64 n.2, p.405-418, February, 2008
	David Lo , Siau-Cheng Khoo , Chao Liu, Efficient mining of iterative patterns for software specification discovery, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
	Ming-Yen Lin , Sue-Chen Hsueh , Chia-Wen Chang, Fast discovery of sequential patterns in large databases using effective time-indexing, Information Sciences: an International Journal, v.178 n.22, p.4228-4245, November, 2008
	Eric Lo , Ben Kao , Wai-Shing Ho , Sau Dan Lee , Chun Kit Chui , David W. Cheung, OLAP on sequence data, Proceedings of the 2008 ACM SIGMOD international conference on Management of data, June 09-12, 2008, Vancouver, Canada
	Alva Erwin , Raj P. Gopalan , N. R. Achuthan, A bottom-up projection based algorithm for mining high utility itemsets, Proceedings of the 2nd international workshop on Integrating artificial intelligence and data mining, p.3-11, December 01-01, 2007, Gold Coast, Australia
	George V. Moustakides , Vassilios S. Verykios, A MaxMin approach for hiding frequent itemsets, Data & Knowledge Engineering, v.65 n.1, p.75-89, April, 2008
	Mafruz Zaman Ashrafi , David Taniar , Kate Smith, Redundant association rules reduction techniques, International Journal of Business Intelligence and Data Mining, v.2 n.1, p.29-63, March 2007
	Iraj Mahdavi , Namjae Cho , Babak Shirazi , Navid Sahebjamnia, Designing evolving user profile in e-CRM with dynamic clustering of Web documents, Data & Knowledge Engineering, v.65 n.2, p.355-372, May, 2008
	Jianyong Wang , Jiawei Han , Chun Li, Frequent Closed Sequence Mining without Candidate Maintenance, IEEE Transactions on Knowledge and Data Engineering, v.19 n.8, p.1042-1056, August 2007
	Ruoming Jin , Muad Abu-Ata , Yang Xiang , Ning Ruan, Effective and efficient itemset pattern summarization: regression-based approaches, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
	Spiros Antonatos , Periklis Akritidis , Vinh The Lam , Kostas G. Anagnostakis, Puppetnets: Misusing Web Browsers as a Distributed Attack Infrastructure, ACM Transactions on Information and System Security (TISSEC), v.12 n.2, p.1-38, December 2008
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	Nikolaj Tatti, Maximum entropy based significance of itemsets, Knowledge and Information Systems, v.17 n.1, p.57-77, October 2008
	Ieva Mitasiunaite , Jean-François Boulicaut, Introducing Softness into Inductive Queries on String Databases, Proceeding of the 2007 conference on Databases and Information Systems IV: Selected Papers from the Seventh International Baltic Conference DB&IS'2006, p.117-130, June 05, 2007
	David Lo , Siau-Cheng Khoo , Chao Liu, Mining temporal rules for software maintenance, Journal of Software Maintenance and Evolution: Research and Practice, v.20 n.4, p.227-247, July 2008