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Georgios Paliouras, Vangelis Karkaletsis and Constantine D. Spyropoulos
Front matter
1-21
Comparing Machine Learning and Knowledge Discovery in DataBases: An Application to Knowledge Discovery in Texts
22-38
Learning Patterns in Noisy Data: The AQ Approach
39-70
Unsupervised Learning of Probabilistic Concept Hierarchies
71-101
Function Decomposition in Machine Learning
102-126
How to Upgrade Propositional Learners to First Order Logic: A Case Study
127-145
Case-Based Reasoning
146-168
Genetic Algorithms in Machine Learning
169-195
Pattern Recognition and Neural Networks
196-217
Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications
218-229
Integrated Architectures for Machine Learning
230-248
The Computational Support of Scientic Discovery
249-257
Support Vector Machines: Theory and Applications
258-266
Pre- and Post-processing in Machine Learning and Data Mining
267-273
Machine Learning in Human Language Technology
274-280
Machine Learning for Intelligent Information Access
281-285
Machine Learning and Intelligent Agents
286-294
Machine Learning in User Modeling
295-299
Data Mining in Economics, Finance, and Marketing
300-307
Machine Learning in Medical Applications
308-317
Machine Learning Applications to Power Systems
318-324
Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications
Back matter
Yves Kodratoff
Ryszard S. Michalski and Kenneth A. Kaufman
Wayne Iba and Pat Langley
Blaž Zupan, Ivan Bratko, Marko Bohanec and Janez Demšar
Wim Van Laer and Luc De Raedt
Ramon Lopez de Mantaras
Jonathan Shapiro
Sergios Theodoridis and Konstantinos Koutroumbas
Maarten van Someren
Lorenza Saitta
Pat Langley
Theodoros Evgeniou and Massimiliano Pontil
Ivan Bruha
Nikos D. Fakotakis and Kyriakos N. Sgarbas
Grigoris Karakoulas and Giovanni Semeraro
Themis Panayiotopoulos and Nick Z. Zacharis
Christos Papatheodorou
Hans C. Jessen and Georgios Paliouras
George D. Magoulas and Andriana Prentza
Nikolaos Hatziargyriou
Nikolaos Vassilas, Elias Kalapanidas, Nikolaos Avouris and Stavros Perantonis
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