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1 - 12 de 12 resultados para “lior rokach”
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  • Cluster Analysis

    A Primer Using R

    de Lior Rokach ...
    Cluster analysis is a fundamental data analysis task that aims to group similar data points together, revealing the inherent structure and patterns within complex datasets. This book serves as a comprehensive and accessible guide, taking readers on a captivating journey through the foundational principles of cluster analysis.At its core, the book delves deeply into various clustering algorithms, ... Leer más

    $77.99 USD

  • Machine Learning for Data Science Handbook

    Data Mining and Knowledge Discovery Handbook

    Edición de Lior Rokach, Oded Maimon, Erez Shmueli ...
    Series series Mathematics and Statistics (R0)
    This book is a major update to the very successful first and second editions (2005 and 2010) of Data Mining and Knowledge Discovery Handbook. Since the last edition, this field has continued to evolve and to gain popularity. Existing methods are constantly being improved and new methods, applications and aspects are introduced. The new title of this handbook and its content reflect these changes ... Leer más

    $260.99 USD

  • Recommender Systems Handbook

    Edición de Francesco Ricci, Lior Rokach, Bracha Shapira ...
    Series series Computer Science (R0)
    This third edition handbook describes in detail the classical methods as well as extensions and novel approaches that were more recently introduced within this field. It consists of five parts: general recommendation techniques, special recommendation techniques, value and impact of recommender systems, human computer interaction, and applications. The first part presents the most popular and ... Leer más

    $332.09 USD

  • Recommender Systems Handbook

    Edición de Bracha Shapira, Lior Rokach, Francesco Ricci ...
    Series series Computer Science (R0)
    This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to wholesale revision of the existing chapters, this edition includes new topics including: decision making and ... Leer más

    $332.09 USD

  • A Survey of Data Leakage Detection and Prevention Solutions

    de Asaf Shabtai, Yuval Elovici, Lior Rokach ...
    Series series Computer Science (R0)
    SpringerBriefs present concise summaries of cutting-edge research and practical applications across a wide spectrum of fields. Featuring compact volumes of 50 to 100 pages (approximately 20,000- 40,000 words), the series covers a range of content from professional to academic. Briefs allow authors to present their ideas and readers to absorb them with minimal time investment. As part of Springer’s ... Leer más

    $49.99 USD

  • Proactive Data Mining with Decision Trees

    de Haim Dahan, Shahar Cohen, Lior Rokach, Oded Maimon ...
    Series series Computer Science (R0)
    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, the authors suggest a specific implementation ... Leer más

    $49.99 USD

  • Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition)

    de Lior Rokach ...
    Series Libro 85 - Series In Machine Perception And Artificial Intelligence
    This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.Along with algorithmic descriptions of each method ... Leer más

    $84.99 USD

  • Data Mining With Decision Trees: Theory And Applications (2nd Edition)

    de Lior Rokach, Oded Z Maimon ...
    Series Libro 81 - Series In Machine Perception And Artificial Intelligence
    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 2nd Edition is dedicated entirely to the field of ... Leer más

    $39.99 USD

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  • AI 2017: Advances in Artificial Intelligence

    30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19–20, 2017, Proceedings

    Edición de Wei Peng, Damminda Alahakoon, Xiaodong Li ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 30th Australasian Joint Conference on Artificial Intelligence, AI 2017, held in Melbourne, VIC, Australia, in August 2017.The 29 full papers were carefully reviewed and selected from 58 submissions. This volume covers a wide spectrum of research streams in artificial intelligence ranging from machine learning, optimization to big data science ... Leer más

    $49.99 USD

  • Advances in Knowledge Discovery and Data Mining

    21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part II

    Edición de Jinho Kim, Kyuseok Shim, Longbing Cao, Jae-Gil Lee, Xuemin Lin, Yang-Sae Moon ...
    Series Libro 2 - Springer Nature Proceedings Computer Science
    This two-volume set, LNAI 10234 and 10235, constitutes the thoroughly refereed proceedings of the 21st Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2017, held in Jeju, South Korea, in May 2017.The 129 full papers were carefully reviewed and selected from 458 submissions. They are organized in topical sections named: classification and deep learning; social ... Leer más

    $89.99 USD

  • Personalized Task Recommendation in Crowdsourcing Systems

    de David Geiger ...
    Series series Business and Management (R0)
    This book examines the principles of and advances in personalized task recommendation in crowdsourcing systems, with the aim of improving their overall efficiency. It discusses the challenges faced by personalized task recommendation when crowdsourcing systems channel human workforces, knowledge, skills and perspectives beyond traditional organizational boundaries. The solutions presented help ... Leer más

    $49.99 USD

  • Algorithms and Parallel Computing

    de Fayez Gebali ...
    Series Libro 84 - Wiley Series on Parallel and Distributed Computing
    There is a software gap between the hardware potential and the performance that can be attained using today's software parallel program development tools. The tools need manual intervention by the programmer to parallelize the code. Programming a parallel computer requires closely studying the target algorithm or application, more so than in the traditional sequential programming we have all ... Leer más

    $113.00 USD