Data Mining and Knowledge Discovery, Volume 15

Volume 15, Number 1, August 2007

• 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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Volume 15, Number 2, October 2007

• 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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Volume 15, Number 3, December 2007

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