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Data Mining and Knowledge Discovery, Volume 18
Volume 18, Number 1, February 2009
- Jianyong Wang, Yuzhou Zhang, Lizhu Zhou, George Karypis, Charu C. Aggarwal:
CONTOUR: an efficient algorithm for discovering discriminating subsequences. 1-29 - Christopher Whitrow, David J. Hand, Piotr Juszczak, David John Weston, Niall M. Adams:
Transaction aggregation as a strategy for credit card fraud detection. 30-55 - Szymon Jaroszewicz, Tobias Scheffer, Dan A. Simovici:
Scalable pattern mining with Bayesian networks as background knowledge. 56-100 - Shipra Agrawal, Jayant R. Haritsa, B. Aditya Prakash:
FRAPP: a framework for high-accuracy privacy-preserving mining. 101-139 - Ron Kohavi, Roger Longbotham, Dan Sommerfield, Randal M. Henne:
Controlled experiments on the web: survey and practical guide. 140-181
Volume 18, Number 2, April 2009
- Tzu-Tsung Wong:
Alternative prior assumptions for improving the performance of naïve Bayesian classifiers. 183-213 - Yu Xia:
A global optimization method for semi-supervised clustering. 214-256 - Ian Davidson, S. S. Ravi:
Using instance-level constraints in agglomerative hierarchical clustering: theoretical and empirical results. 257-282 - Nicolas Cebron, Michael R. Berthold:
Active learning for object classification: from exploration to exploitation. 283-299 - Erik Linstead, Sushil Krishna Bajracharya, Trung Chi Ngo, Paul Rigor, Cristina Videira Lopes, Pierre Baldi:
Sourcerer: mining and searching internet-scale software repositories. 300-336
Volume 18, Number 3, June 2009
- Tao Pei, Ajay Jasra, David J. Hand, A-Xing Zhu, Chenghu Zhou:
DECODE: a new method for discovering clusters of different densities in spatial data. 337-369 - Mehrdad Mahdavi, Hassan Abolhassani:
Harmony K-means algorithm for document clustering. 370-391 - Aida de Haro-García, Nicolás García-Pedrajas:
A divide-and-conquer recursive approach for scaling up instance selection algorithms. 392-418 - Germán Creamer, Salvatore J. Stolfo:
A link mining algorithm for earnings forecast and trading. 419-445 - Yasuki Kakishita, Kazutoshi Sasahara, Tetsuro Nishino, Miki Takahasi, Kazuo Okanoya:
Ethological data mining: an automata-based approach to extract behavioral units and rules. 446-471 - Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou:
Incremental sequence-based frequent query pattern mining from XML queries. 472-516
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