Intelligent Data Analysis, Volume 2

Volume 2, Numbers 1-4, 1998

• Fazel Famili:
  Letter From the Editor. 1-2
  
• Eric Bloedorn, Inderjeet Mani:
  Using NLP for Machine Learning of User Profiles. 3-18
  
• Milan Milatovic, Adedeji B. Badiru:
  Fast Estimation of the Modal Position for Unimodally Distributed Data. 19-30
  
• Nikolay I. Nikolaev, Vanio Slavov:
  Inductive Genetic Programming with Decision Trees. 31-44
  
• Alvin C. M. Kwan, Edward P. K. Tsang, James E. Borrett:
  Predicting Phase Transitions of Binary Constraint Satisfaction Problems with Constraint Graph Information. 45-62
  
• Xiaohui Liu, Paul R. Cohen, Michael R. Berthold:
  Editorial: Reasoning About Data. 63-66
  
• David J. Hand:
  Intelligent Data Analysis: Issues and Opportunities. 67-79
  
• Chidanand Apté, Se June Hong, Jonathan R. M. Hosking, Jorge Lepre, Edwin P. D. Pednault, Barry K. Rosen:
  Decomposition of Heterogeneous Classification Problems. 81-96
  
• Riccardo Bellazzi, Cristiana Larizza, Alberto Riva:
  Temporal Abstractions for Interpreting Diabetic Patients Monitoring Data. 97-122
  
• Elizabeth Bradley, Matthew Easley:
  Reasoning about Sensor Data for Automated System Identification. 123-138
  
• Marco Ramoni, Paola Sebastiani:
  Parameter Estimation in Bayesian Networks from Incomplete Databases. 139-160
  
• Fazel Famili:
  Letter From the Editor. 163-164
  
• Yuanhui Zhou, Yuchang Lu, Chunyi Shi:
  Mining Classification Rules in Multistrategy Learning Approach. 165-185
  
• Pedro Domingos:
  Knowledge Discovery Via Multiple Models. 187-202
  
• Matthew Partridge, Rafael A. Calvo:
  Fast Dimensionality Reduction and Simple PCA. 203-214
  
• Shusaku Tsumoto:
  Extraction of Experts' Decision Rules from Clinical Databases Using Rough Set Model. 215-227
  
• Eric Boudaillier, Georges Hébrail:
  Interactive Interpretation of Hierarchical Clustering. 229-244
  
• Lewis Frey, Cen Li, Douglas A. Talbert, Douglas H. Fisher:
  A Review of the Fourteenth International Conference on Machine Learning. 245-255
  
• Fazel Famili:
  Letter From the Editor. 263-264
  
• Joaquim Pinto da Costa, Israel-César Lerman:
  ARCADE: A Prediction Method for Nominal Variables. 265-286
  
• Sylvian R. Ray, William H. Hsu:
  Self-Organized-Expert Modular Network for Classification of Spatiotemporal Sequences. 287-301
  
• Nitin Indurkhya, Sholom M. Weiss:
  Estimating Performance Gains for Voted Decision Trees. 303-310
  
• Luis M. Camarinha-Matos, Fernando J. Martinelli:
  Application of Machine Learning in Water Distribution Networks. 311-332
  
• Matt Humphrey, Sally Jo Cunningham, Ian H. Witten:
  Knowledge Visualization Techniques for Machine Learning. 333-347