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Machine Learning and Its Applications [2001]
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Comparing Machine Learning and Knowledge Discovery in DataBases: An Application to Knowledge Discovery in Texts
- 22
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Learning Patterns in Noisy Data: The AQ Approach
- 39
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Unsupervised Learning of Probabilistic Concept Hierarchies
- 71
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Function Decomposition in Machine Learning
- 102
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How to Upgrade Propositional Learners to First Order Logic: A Case Study
- 127
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Case-Based Reasoning
- 146
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Genetic Algorithms in Machine Learning
- 169
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Pattern Recognition and Neural Networks
- 196
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Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications
- 218
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Integrated Architectures for Machine Learning
- 230
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The Computational Support of Scientic Discovery
- 249
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Support Vector Machines: Theory and Applications
- 258
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Pre- and Post-processing in Machine Learning and Data Mining
- 267
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Machine Learning in Human Language Technology
- 274
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Machine Learning for Intelligent Information Access
- 281
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Machine Learning and Intelligent Agents
- 286
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Machine Learning in User Modeling
- 295
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Data Mining in Economics, Finance, and Marketing
- 300
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Machine Learning in Medical Applications
- 308
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Machine Learning Applications to Power Systems
- 318
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Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications