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From the reviews: „In this book, we find many ways of representing machine learning from different fields, including active learning, algorithmic learning, case-based learning, classifier systems, clustering algorithms, decision-tree learning, inductive inference, kernel methods, knowledge discovery, multiple-instance learning, reinforcement learning, statistical learning, and support vector machines. Most of the current issues in machine learning research are discussed. … I strongly recommend this book for all researchers interested in the very best of machine learning studies.“ (Agliberto Cierco, ACM Computing Reviews, Vol. 49 (5), 2008)
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Machine learning, Johannes Fürnkranz
- Language
- Released
- 2006
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- Title
- Machine learning
- Language
- English
- Authors
- Johannes Fürnkranz
- Publisher
- Springer
- Publisher
- 2006
- ISBN10
- 354045375X
- ISBN13
- 9783540453758
- Category
- Computers, IT, Programming
- Description
- From the reviews: „In this book, we find many ways of representing machine learning from different fields, including active learning, algorithmic learning, case-based learning, classifier systems, clustering algorithms, decision-tree learning, inductive inference, kernel methods, knowledge discovery, multiple-instance learning, reinforcement learning, statistical learning, and support vector machines. Most of the current issues in machine learning research are discussed. … I strongly recommend this book for all researchers interested in the very best of machine learning studies.“ (Agliberto Cierco, ACM Computing Reviews, Vol. 49 (5), 2008)