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