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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)
Nákup knihy
Machine learning, Johannes Fürnkranz
- Jazyk
- Rok vydania
- 2006
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- Titul
- Machine learning
- Jazyk
- anglicky
- Autori
- Johannes Fürnkranz
- Vydavateľ
- Springer
- Vydavateľ
- 2006
- ISBN10
- 354045375X
- ISBN13
- 9783540453758
- Kategórie
- Počítače, IT, programovanie
- Anotácia
- 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)