Journal: Data Min. Knowl. Discov.

Volume 15, Issue 3

297 -- 319S. Prabakaran, Rajendra Sahu, Sekher Verma. Classification of multi class dataset using wavelet power spectrum
321 -- 348Xiaoxin Yin, Jiawei Han, Philip S. Yu. CrossClus: user-guided multi-relational clustering
349 -- 381Wilson Wong, Wei Liu, Mohammed Bennamoun. Tree-Traversing Ant Algorithm for term clustering based on featureless similarities
383 -- 402Edward C. Malthouse. Mining for trigger events with survival analysis

Volume 15, Issue 2

107 -- 144Jessica Lin, Eamonn J. Keogh, Li Wei, Stefano Lonardi. Experiencing SAX: a novel symbolic representation of time series
145 -- 180Lijie Wen, Wil M. P. van der Aalst, Jianmin Wang, Jiaguang Sun. Mining process models with non-free-choice constructs
181 -- 215Fabian Mörchen, Alfred Ultsch. Efficient mining of understandable patterns from multivariate interval time series
217 -- 247Lucia Sacchi, Cristiana Larizza, Carlo Combi, Riccardo Bellazzi. Data mining with Temporal Abstractions: learning rules from time series
249 -- 273Muneaki Ohshima, Ning Zhong, Yiyu Yao, Chunnian Liu. Relational peculiarity-oriented mining
275 -- 296Qingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang. Detecting inconsistency in biological molecular databases using ontologies

Volume 15, Issue 1

1 -- 2Geoffrey I. Webb. Editorial
3 -- 20Christos Faloutsos, Vasileios Megalooikonomou. On data mining, compression, and Kolmogorov complexity
21 -- 28Pedro Domingos. Toward knowledge-rich data mining
29 -- 54Raghu Ramakrishnan, Bee-Chung Chen. Exploratory mining in cube space
55 -- 86Jiawei Han, Hong Cheng, Dong Xin, Xifeng Yan. Frequent pattern mining: current status and future directions
87 -- 97Hans-Peter Kriegel, Karsten M. Borgwardt, Peer Kröger, Alexey Pryakhin, Matthias Schubert, Arthur Zimek. Future trends in data mining
99 -- 105Gregory Piatetsky-Shapiro. Data mining and knowledge discovery 1996 to 2005: overcoming the hype and moving from university to business and analytics