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Machine Learning and Its Applications [2001]

1
Comparing Machine Learning and Knowledge Discovery in DataBases: An Application to Knowledge Discovery in Texts
22
Learning Patterns in Noisy Data: The AQ Approach
39
Unsupervised Learning of Probabilistic Concept Hierarchies
71
Function Decomposition in Machine Learning
102
How to Upgrade Propositional Learners to First Order Logic: A Case Study
127
Case-Based Reasoning
146
Genetic Algorithms in Machine Learning
169
Pattern Recognition and Neural Networks
196
Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications
218
Integrated Architectures for Machine Learning
230
The Computational Support of Scientic Discovery
249
Support Vector Machines: Theory and Applications
258
Pre- and Post-processing in Machine Learning and Data Mining
267
Machine Learning in Human Language Technology
274
Machine Learning for Intelligent Information Access
281
Machine Learning and Intelligent Agents
286
Machine Learning in User Modeling
295
Data Mining in Economics, Finance, and Marketing
300
Machine Learning in Medical Applications
308
Machine Learning Applications to Power Systems
318
Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications
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