| Methods |
| Comparing Machine Learning and Knowledge Discovery in DataBases: An Application to Knowledge Discovery in Texts / Yves Kodratoff |
| Learning Patterns in Noisy Data: The AQ Approach / Ryszard S. Michalski ; Kenneth A. Kaufman |
| Unsupervised Learning of Probabilistic Concept Hierarchies / Wayne Iba ; Pat Langley |
| Function Decomposition in Machine Learning / Bla? Zupan ; Ivan Bratko ; Marko Bohanec ; Janez Demsar |
| How to Upgrade Propositional Learners to First Order Logic: A Case Study / Wim Van Laer ; Luc De Raedt |
| Case-Based Reasoning / Ramon Lopez de Mantaras |
| Genetic Algorithms in Machine Learning / Jonathan Shapiro |
| Pattern Recognition and Neural Networks / Sergios Theodoridis ; Konstantinos Koutroumbas |
| Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications / Maarten van Someren |
| Integrated Architectures for Machine Learning / Lorenza Saitta |
| Applications |
| The Computational Support of Scientific Discovery |
| Support Vector Machines: Theory and Applications / Theodoros Evgeniou ; Massimiliano Pontil |
| Pre- and Post-processing in Machine Learning and Data Mining / Ivan Bruha |
| Machine Learning in Human Language Technology / Nikos D. Fakotakis ; Kyriakos N. Sgarbas |
| Machine Learning for Intelligent Information Access / Grigoris Karakoulas ; Giovanni Semeraro |
| Machine Learning and Intelligent Agents / Themis Panayiotopoulos ; Nick Z. Zacharis |
| Machine Learning in User Modeling / Christos Papatheodorou |
| Data Mining in Economics, Finance, and Marketing / Hans C. Jessen ; Georgios Paliouras |
| Machine Learning in Medical Applications / George D. Magoulas ; Andriana Prentza |
| Machine Learning Applications to Power Systems / Nikolaos Hatziargyriou |
| Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications / Nikolaos Vassilas ; Elias Kalapanidas ; Nikolaos Avouris ; Stavros Perantonis |
| Author Index |
| Methods |
| Comparing Machine Learning and Knowledge Discovery in DataBases: An Application to Knowledge Discovery in Texts / Yves Kodratoff |
| Learning Patterns in Noisy Data: The AQ Approach / Ryszard S. Michalski ; Kenneth A. Kaufman |
