8. KDD 2002:
Edmonton,
Alberta,
Canada
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada.
ACM 2002, ISBN 1-58113-567-X BibTeX
@proceedings{DBLP:conf/kdd/2002,
title = {Proceedings of the Eighth ACM SIGKDD International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
booktitle = {KDD},
publisher = {ACM},
year = {2002},
isbn = {1-58113-567-X},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Statistical methods I
Frequent patterns I
Graphs and trees
Streams and time series
Visualization
Web search and navigation
Sequences and strings
Statistical methods II
Text classification
Frequent patterns II
Web page classification
Learning methods
Intrusion and privacy
Ensembles and boosting
Industry track papers
- Mohammad El-Ramly, Eleni Stroulia, Paul G. Sorenson:
From run-time behavior to usage scenarios: an interaction-pattern mining approach.
315-324
Electronic Edition (ACM DL) BibTeX
- Andrew Storey, Marc-David Cohen:
Exploiting response models: optimizing cross-sell and up-sell opportunities in banking.
325-331
Electronic Edition (ACM DL) BibTeX
- Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan:
Customer lifetime value modeling and its use for customer retention planning.
332-340
Electronic Edition (ACM DL) BibTeX
- Satoshi Morinaga, Kenji Yamanishi, Kenji Tateishi, Toshikazu Fukushima:
Mining product reputations on the Web.
341-349
Electronic Edition (ACM DL) BibTeX
- Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning domain-independent string transformation weights for high accuracy object identification.
350-359
Electronic Edition (ACM DL) BibTeX
- Sholom M. Weiss, Naval K. Verma:
A system for real-time competitive market intelligence.
360-365
Electronic Edition (ACM DL) BibTeX
- Klaus Julisch, Marc Dacier:
Mining intrusion detection alarms for actionable knowledge.
366-375
Electronic Edition (ACM DL) BibTeX
- Matthew V. Mahoney, Philip K. Chan:
Learning nonstationary models of normal network traffic for detecting novel attacks.
376-385
Electronic Edition (ACM DL) BibTeX
- Karlton Sequeira, Mohammed Javeed Zaki:
ADMIT: anomaly-based data mining for intrusions.
386-395
Electronic Edition (ACM DL) BibTeX
- Alexander Tuzhilin, Gediminas Adomavicius:
Handling very large numbers of association rules in the analysis of microarray data.
396-404
Electronic Edition (ACM DL) BibTeX
- Peter Antal, Patrick Glenisson, Geert Fannes:
On the potential of domain literature for clustering and Bayesian network learning.
405-414
Electronic Edition (ACM DL) BibTeX
- Yulan Liang, Arpad Kelemen:
Mining heterogeneous gene expression data with time lagged recurrent neural networks.
415-421
Electronic Edition (ACM DL) BibTeX
Poster papers
- Charu C. Aggarwal:
Collaborative crawling: mining user experiences for topical resource discovery.
423-428
Electronic Edition (ACM DL) BibTeX
- Jay Ayres, Jason Flannick, Johannes Gehrke, Tomi Yiu:
Sequential PAttern mining using a bitmap representation.
429-435
Electronic Edition (ACM DL) BibTeX
- Florian Beil, Martin Ester, Xiaowei Xu:
Frequent term-based text clustering.
436-442
Electronic Edition (ACM DL) BibTeX
- Shai Ben-David, Johannes Gehrke, Reba Schuller:
A theoretical framework for learning from a pool of disparate data sources.
443-449
Electronic Edition (ACM DL) BibTeX
- Ella Bingham, Heikki Mannila, Jouni K. Seppänen:
Topics in 0--1 data.
450-455
Electronic Edition (ACM DL) BibTeX
- Olcay Boz:
Extracting decision trees from trained neural networks.
456-461
Electronic Edition (ACM DL) BibTeX
- Bin Chen, Peter J. Haas, Peter Scheuermann:
A new two-phase sampling based algorithm for discovering association rules.
462-468
Electronic Edition (ACM DL) BibTeX
- Christina Yip Chung, Bin Chen:
CVS: a Correlation-Verification based Smoothing technique on information retrieval and term clustering.
469-474
Electronic Edition (ACM DL) BibTeX
- William W. Cohen, Jacob Richman:
Learning to match and cluster large high-dimensional data sets for data integration.
475-480
Electronic Edition (ACM DL) BibTeX
- Alin Dobra, Johannes Gehrke:
SECRET: a scalable linear regression tree algorithm.
481-487
Electronic Edition (ACM DL) BibTeX
- Tina Eliassi-Rad, Terence Critchlow, Ghaleb Abdulla:
Tina Eliassi-Rad, Terence Critchlow, Ghaleb Abdulla.
488-494
Electronic Edition (ACM DL) BibTeX
- Bin Fang, Wynne Hsu, Mong-Li Lee:
Tumor cell identification using features rules.
495-500
Electronic Edition (ACM DL) BibTeX
- Dimitris Fragoudis, Dimitris Meretakis, Spiros Likothanassis:
Integrating feature and instance selection for text classification.
501-506
Electronic Edition (ACM DL) BibTeX
- Hichem Frigui:
SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets.
507-512
Electronic Edition (ACM DL) BibTeX
- Shantanu Godbole, Sunita Sarawagi, Soumen Chakrabarti:
Scaling multi-class support vector machines using inter-class confusion.
513-518
Electronic Edition (ACM DL) BibTeX
- Tu Bao Ho, Trong Dung Nguyen, DucDung Nguyen:
Visualization support for a user-centered KDD process.
519-524
Electronic Edition (ACM DL) BibTeX
- Geoff Hulten, Pedro Domingos:
Mining complex models from arbitrarily large databases in constant time.
525-531
Electronic Edition (ACM DL) BibTeX
- Srinivasan Jagannathan, Jayanth Nayak, Kevin C. Almeroth, Markus Hofmann:
A model for discovering customer value for E-content.
532-537
Electronic Edition (ACM DL) BibTeX
- Glen Jeh, Jennifer Widom:
SimRank: a measure of structural-context similarity.
538-543
Electronic Edition (ACM DL) BibTeX
- Xiaoming Jin, Yuchang Lu, Chunyi Shi:
Similarity measure based on partial information of time series.
544-549
Electronic Edition (ACM DL) BibTeX
- Eamonn J. Keogh, Stefano Lonardi, Bill Yuan-chi Chiu:
Finding surprising patterns in a time series database in linear time and space.
550-556
Electronic Edition (ACM DL) BibTeX
- Mahesh Kumar, Nitin R. Patel, Jonathan Woo:
Clustering seasonality patterns in the presence of errors.
557-563
Electronic Edition (ACM DL) BibTeX
- Jiuyong Li, Rodney W. Topor, Hong Shen:
Construct robust rule sets for classification.
564-569
Electronic Edition (ACM DL) BibTeX
- Ruey-Hsia Li, Geneva G. Belford:
Instability of decision tree classification algorithms.
570-575
Electronic Edition (ACM DL) BibTeX
- Cheng-Ru Lin, Chang-Hung Lee, Ming-Syan Chen, Philip S. Yu:
Distributed data mining in a chain store database of short transactions.
576-581
Electronic Edition (ACM DL) BibTeX
- Cheng-Ru Lin, Ming-Syan Chen:
A robust and efficient clustering algorithm based on cohesion self-merging.
582-587
Electronic Edition (ACM DL) BibTeX
- Shian-Hua Lin, Jan-Ming Ho:
Discovering informative content blocks from Web documents.
588-593
Electronic Edition (ACM DL) BibTeX
- Bertis B. Little, Walter L. Johnston, Ashley C. Lovell, Roderick M. Rejesus, Steve A. Steed:
Collusion in the U.S. crop insurance program: applied data mining.
594-598
Electronic Edition (ACM DL) BibTeX
- Rey-Long Liu, Yun-Ling Lu:
Incremental context mining for adaptive document classification.
599-604
Electronic Edition (ACM DL) BibTeX
- Anna Olecka:
Evaluating classifiers' performance in a constrained environment.
605-612
Electronic Edition (ACM DL) BibTeX
- Patrick Pantel, Dekang Lin:
Discovering word senses from text.
613-619
Electronic Edition (ACM DL) BibTeX
- Bhavani Raskutti, Herman L. Ferrá, Adam Kowalczyk:
Combining clustering and co-training to enhance text classification using unlabelled data.
620-625
Electronic Edition (ACM DL) BibTeX
- Naonori Ueda, Kazumi Saito:
Single-shot detection of multiple categories of text using parametric mixture models.
626-631
Electronic Edition (ACM DL) BibTeX
- Secil Ugurel, Robert Krovetz, C. Lee Giles:
What's the code?: automatic classification of source code archives.
639-644
Electronic Edition (ACM DL) BibTeX
- Jaideep Vaidya, Chris Clifton:
Privacy preserving association rule mining in vertically partitioned data.
639-644
Electronic Edition (ACM DL) BibTeX
- Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas:
Non-linear dimensionality reduction techniques for classification and visualization.
645-651
Electronic Edition (ACM DL) BibTeX
- Ke Wang, Ming-Yen Thomas Su:
Item selection by "hub-authority" profit ranking.
652-657
Electronic Edition (ACM DL) BibTeX
- Vasa Curcin, Moustafa Ghanem, Yike Guo, Martin Köhler, Anthony Rowe, Jameel Syed, Patrick Wendel:
Discovery net: towards a grid of knowledge discovery.
658-663
Electronic Edition (ACM DL) BibTeX
- Leejay Wu, Christos Faloutsos:
Making every bit count: fast nonlinear axis scaling.
664-669
Electronic Edition (ACM DL) BibTeX
- Xintao Wu, Jianping Fan, Kalpathi R. Subramanian:
B-EM: a classifier incorporating bootstrap with EM approach for data mining.
670-675
Electronic Edition (ACM DL) BibTeX
- Kenji Yamanishi, Jun-ichi Takeuchi:
A unifying framework for detecting outliers and change points from non-stationary time series data.
676-681
Electronic Edition (ACM DL) BibTeX
- Yiling Yang, Xudong Guan, Jinyuan You:
CLOPE: a fast and effective clustering algorithm for transactional data.
682-687
Electronic Edition (ACM DL) BibTeX
- Yiming Yang, Jian Zhang, Jaime G. Carbonell, Chun Jin:
Topic-conditioned novelty detection.
688-693
Electronic Edition (ACM DL) BibTeX
- Bianca Zadrozny, Charles Elkan:
Transforming classifier scores into accurate multiclass probability estimates.
694-699
Electronic Edition (ACM DL) BibTeX
Copyright © Sat May 16 23:27:56 2009
by Michael Ley (ley@uni-trier.de)
