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

    Springer US 2006; US$ 295.00

    Data Mining and Knowledge Discovery 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 repository. This book first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including... 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 extending the envelope of problems that data mining can solve efficiently. It presents practical soft-computing approaches in data mining and includes various real-world case studies with detailed results. more...

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

    Springer US 2010; US$ 319.00

    Updated and revised, Data Mining and Knowledge Discovery Handbook , 2nd Edition, presents the concepts, theories, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD). The text includes over 25 new topics, new case studies based on real-word examples, and more. more...

  • 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...

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

    Springer New York 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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