Data Mining and Knowledge Discovery, Volume 15

Volume 15, Number 1, August 2007

10th Anniversary Issue

Geoffrey I. Webb:
Editorial. 1-2
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Christos Faloutsos, Vasileios Megalooikonomou:
On data mining, compression, and Kolmogorov complexity. 3-20
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Pedro Domingos:
Toward knowledge-rich data mining. 21-28
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Raghu Ramakrishnan, Bee-Chung Chen:
Exploratory mining in cube space. 29-54
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Jiawei Han, Hong Cheng, Dong Xin, Xifeng Yan:
Frequent pattern mining: current status and future directions. 55-86
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Hans-Peter Kriegel, Karsten M. Borgwardt, Peer Kröger, Alexey Pryakhin, Matthias Schubert, Arthur Zimek:
Future trends in data mining. 87-97
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Gregory Piatetsky-Shapiro:
Data mining and knowledge discovery 1996 to 2005: overcoming the hype and moving from "university" to "business" and "analytics". 99-105
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Jessica Lin, Eamonn J. Keogh, Li Wei, Stefano Lonardi:
Experiencing SAX: a novel symbolic representation of time series. 107-144
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Lijie Wen, Wil M. P. van der Aalst, Jianmin Wang, Jiaguang Sun:
Mining process models with non-free-choice constructs. 145-180
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Fabian Mörchen, Alfred Ultsch:
Efficient mining of understandable patterns from multivariate interval time series. 181-215
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Lucia Sacchi, Cristiana Larizza, Carlo Combi, Riccardo Bellazzi:
Data mining with Temporal Abstractions: learning rules from time series. 217-247
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Muneaki Ohshima, Ning Zhong, Yiyu Yao, Chunnian Liu:
Relational peculiarity-oriented mining. 249-273
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Qingfeng Chen, Yi-Ping Phoebe Chen, Chengqi Zhang:
Detecting inconsistency in biological molecular databases using ontologies. 275-296
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