Data Mining and Knowledge Discovery, Volume 19

Volume 19, Number 1, August 2009

• Dora Alvarez, Hugo Hidalgo:
  Document analysis and visualization with zero-inflated poisson. 1-23
  
• Jin Shieh, Eamonn J. Keogh:
  iSAX: disk-aware mining and indexing of massive time series datasets. 24-57
  
• Han-Shen Huang, Bo-Hou Yang, Yu-Ming Chang, Chun-Nan Hsu:
  Global and componentwise extrapolations for accelerating training of Bayesian networks and conditional random fields. 58-94
  
• Sattar Hashemi, Ying Yang:
  Flexible decision tree for data stream classification in the presence of concept change, noise and missing values. 95-131
  
• En Tzu Wang, Arbee L. P. Chen:
  A novel hash-based approach for mining frequent itemsets over data streams requiring less memory space. 132-172
  

Volume 19, Number 2, October 2009

• Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor:
  Guest editors' introduction: special issue of selected papers from ECML PKDD 2009. 173-175
  
• Matthijs van Leeuwen, Jilles Vreeken, Arno Siebes:
  Identifying the components. 176-193
  
• Leman Akoglu, Christos Faloutsos:
  RTG: a recursive realistic graph generator using random typing. 194-209
  
• Henrik Grosskreutz, Stefan Rüping:
  On subgroup discovery in numerical domains. 210-226
  
• Francesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis:
  Taxonomy-driven lumping for sequence mining. 227-244
  
• Philipp Kranen, Thomas Seidl:
  Harnessing the strengths of anytime algorithms for constant data streams. 245-260
  
• Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Oresic, Samuel Kaski:
  Two-way analysis of high-dimensional collinear data. 261-276
  
• Qiang-Li Zhao, Yan-Huang Jiang, Ming Xu:
  A fast ensemble pruning algorithm based on pattern mining process. 277-292
  

Volume 19, Number 3, December 2009

• Jens Christian Hühn, Eyke Hüllermeier:
  FURIA: an algorithm for unordered fuzzy rule induction. 293-319
  
• Vladimir Lipets, Natalia Vanetik, Ehud Gudes:
  Subsea: an efficient heuristic algorithm for subgraph isomorphism. 320-350
  
• Pierre Hansen, Jack Brimberg, Dragan Urosevic, Nenad Mladenovic:
  Solving large p-median clustering problems by primal-dual variable neighborhood search. 351-375
  
• Christie I. Ezeife, Yi Liu:
  Fast incremental mining of web sequential patterns with PLWAP tree. 376-416
  
• Christie I. Ezeife, Yi Liu:
  Fast incremental mining of web sequential patterns with PLWAP tree. 417-418