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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)
Buchkauf
Machine learning, Johannes Fürnkranz
- Sprache
- Erscheinungsdatum
- 2006
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- Titel
- Machine learning
- Sprache
- Englisch
- Autor*innen
- Johannes Fürnkranz
- Verlag
- Springer
- Verlag
- 2006
- ISBN10
- 354045375X
- ISBN13
- 9783540453758
- Kategorie
- Informatik & Programmierung
- Beschreibung
- 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)