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  • Data Mining with Decision Treesby Lior Rokach; Oded Maimon

    World Scientific Publishing Company 2007; US$ 172.00

    This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique. Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining, the science and technology of exploring large and complex bodies of data in order... more...

  • Data Mining with Decision Treesby Lior Rokach; Oded Maimon

    World Scientific Publishing Company 2014; US$ 143.00

    Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced. This... more...

  • Data Mining and Knowledge Discovery Handbookby Oded Maimon; Lior Rokach

    Springer US 2010; US$ 319.00

    This handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified whole. The book first surveys, then provides comprehensive yet concise algorithmic descriptions of classic methods plus recently-developed extensions and... more...

  • Data Mining and Knowledge Discovery Handbookby Oded Maimon; Lior Rokach

    Springer US 2006; US$ 295.00

    This handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified whole. The book first surveys, then provides comprehensive yet concise algorithmic descriptions of classic methods plus recently-developed extensions and... more...

  • Soft Computing for Knowledge Discovery and Data Miningby Oded Maimon; Lior Rokach

    Springer US 2007; US$ 119.00

    This book introduces soft computing methods that extend the envelope of problems that data mining can efficiently solve. It presents practical soft-computing approaches in data mining, including various real-world case studies with detailed results and featuring illustrations of such applications as manufacturing, medical, banking, insurance and others.... more...

  • Proactive Data Mining with Decision Treesby Haim Dahan; Shahar Cohen; Lior Rokach; Oded Maimon

    Springer 2014; US$ 54.99

    This book explores a proactive and domain-driven method to classification tasks. This novel proactive approach to data mining not only induces a model for predicting or explaining a phenomenon, but also utilizes specific problem/domain knowledge to suggest specific actions to achieve optimal changes in the value of the target attribute. In particular,... more...

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