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2008, ISBN 9812771719, xviii, 244
Book
Journal Article
Machine learning, ISSN 0885-6125, 2004, Volume 55, Issue 3, pp. 219 - 250
Journal Article
Pattern recognition, ISSN 0031-3203, 02/2016, Volume 50, pp. 195 - 209
Decision trees are comprehensible, but at the cost of a relatively lower prediction accuracy compared to other powerful black-box classifiers such as SVMs... 
Boosting | Alternating decision tree | Multivariate decision tree | LARS | Lasso | REGRESSION | VARIABLE SELECTION | LEAST ANGLE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms
Journal Article
The Artificial intelligence review, ISSN 1573-7462, 2011, Volume 39, Issue 4, pp. 261 - 283
Journal Article
Foundations and trends in machine learning, ISSN 1935-8237, 2014, Volume 7, Issue 1, pp. 1 - 129
... (Upper Confidence Bound) strategy and several extensions. In Chapter 2 we present the Monte-Carlo Tree Search method applied to Computer Go and show the limitations of previous algorithms such as UCT... 
Trees | Monte Carlo methods | Foundations | Algorithms | Confidence | Adaptive algorithms | Strategy | Optimization
Journal Article
Pattern recognition, ISSN 0031-3203, 2015, Volume 48, Issue 1, pp. 50 - 59
This paper presents a new architecture of a fuzzy decision tree based on fuzzy rules... 
Fuzzy confidence | Fuzzy rules | Fuzzy classifier | Decision tree | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Data mining | Analysis | Machine learning
Journal Article
2016, 4th revised edition., ISBN 9780128042915, xxxii, 621 pages
"Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical... 
Data mining
Book
Production and operations management, ISSN 1059-1478, 04/2018, Volume 27, Issue 4, pp. 696 - 716
Journal Article
Journal Article
2016, 4th revised edition., ISBN 9780128042915, xxxii, 621 pages
"Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical... 
Data mining
Book