Journal: Data Min. Knowl. Discov.

Volume 18, Issue 3

337 -- 369Tao Pei, Ajay Jasra, David J. Hand, A-Xing Zhu, Chenghu Zhou. DECODE: a new method for discovering clusters of different densities in spatial data
370 -- 391Mehrdad Mahdavi, Hassan Abolhassani. Harmony ::::K::::-means algorithm for document clustering
392 -- 418Aida de Haro-García, Nicolás García-Pedrajas. A divide-and-conquer recursive approach for scaling up instance selection algorithms
419 -- 445Germán Creamer, Salvatore J. Stolfo. A link mining algorithm for earnings forecast and trading
446 -- 471Yasuki Kakishita, Kazutoshi Sasahara, Tetsuro Nishino, Miki Takahasi, Kazuo Okanoya. Ethological data mining: an automata-based approach to extract behavioral units and rules
472 -- 516Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. Incremental sequence-based frequent query pattern mining from XML queries

Volume 18, Issue 2

183 -- 213Tzu-Tsung Wong. Alternative prior assumptions for improving the performance of naïve Bayesian classifiers
214 -- 256Yu Xia. A global optimization method for semi-supervised clustering
257 -- 282Ian Davidson, S. S. Ravi. Using instance-level constraints in agglomerative hierarchical clustering: theoretical and empirical results
283 -- 299Nicolas Cebron, Michael R. Berthold. Active learning for object classification: from exploration to exploitation
300 -- 336Erik Linstead, Sushil Krishna Bajracharya, Trung Chi Ngo, Paul Rigor, Cristina Videira Lopes, Pierre Baldi. Sourcerer: mining and searching internet-scale software repositories

Volume 18, Issue 1

1 -- 29Jianyong Wang, Yuzhou Zhang, Lizhu Zhou, George Karypis, Charu C. Aggarwal. CONTOUR: an efficient algorithm for discovering discriminating subsequences
30 -- 55Christopher Whitrow, David J. Hand, Piotr Juszczak, David J. Weston, Niall M. Adams. Transaction aggregation as a strategy for credit card fraud detection
56 -- 100Szymon Jaroszewicz, Tobias Scheffer, Dan A. Simovici. Scalable pattern mining with Bayesian networks as background knowledge
101 -- 139Shipra Agrawal, Jayant R. Haritsa, B. Aditya Prakash. FRAPP: a framework for high-accuracy privacy-preserving mining
140 -- 181Ron Kohavi, Roger Longbotham, Dan Sommerfield, Randal M. Henne. Controlled experiments on the web: survey and practical guide