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Showing 1 - 12 of 12 results for “xindong wu”
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  • The Top Ten Algorithms in Data Mining

    Edited by Xindong Wu, Vipin Kumar ...
    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the ... Read more

    $145.99 USD

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  • Data Mining

    Practical Machine Learning Tools and Techniques

    by Eibe Frank, Mark A. Hall, Ian H. Witten ...
    Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about ... Read more

    $62.99 USD

  • Data Mining: Concepts and Techniques

    by Jiawei Han, Micheline Kamber, Jian Pei ...
    Series series The Morgan Kaufmann Series in Data Management Systems
    Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and ... Read more

    $67.49 USD

  • Data Mining

    Practical Machine Learning Tools and Techniques, Second Edition

    by Eibe Frank, Ian H. Witten ...
    Series series The Morgan Kaufmann Series in Data Management Systems
    Data Mining, Second Edition, describes data mining techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights of this new edition include thirty new technique sections; an ... Read more

    $67.49 USD

  • Data Mining Techniques

    by Arun K.Pujari ...
    Data Mining Techniques addresses all the major and latest techniques of data mining and data warehousing. It deals in detail with the latest algorithms for discovering association rules, decision trees, clustering, neural networks and genetic algorithms. The book contains the algorithmic details of different techniques such as A priori, Pincer-search, Dynamic Itemset Counting, FP-Tree growth, SLIQ ... Read more

    $14.00 USD

  • Automated Machine Learning

    Methods, Systems, Challenges

    Edited by Frank Hutter, Lars Kotthoff, Joaquin Vanschoren ...
    Series series The Springer Series on Challenges in Machine Learning
    This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML ... Read more

    Free

  • Machine Learning for Data Streams

    with Practical Examples in MOA

    by Albert Bifet, Ricard Gavalda, Bernhard Pfahringer, Geoffrey Holmes ...
    Series series Adaptive Computation and Machine Learning series
    A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework.Today many information sources—including sensor networks, financial markets, social networks, and healthcare monitoring—are so-called data streams, arriving sequentially and at high speed. Analysis must take place in real time, ... Read more

    $38.99 USD

  • Security Infrastructure Technology for Integrated Utilization of Big Data

    Applied to the Living Safety and Medical Fields

    Edited by Atsuko Miyaji, Tomoaki Mimoto ...
    This open access book describes the technologies needed to construct a secure big data infrastructure that connects data owners, analytical institutions, and user institutions in a circle of trust. It begins by discussing the most relevant technical issues involved in creating safe and privacy-preserving big data distribution platforms, and especially focuses on cryptographic primitives and ... Read more

    Free

  • Data-Intensive Text Processing with MapReduce

    by Jimmy Lin, Chris Dyer ...
    Series series Synthesis Lectures on Human Language Technologies
    Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new insights and opened exciting new opportunities in commerce, science, and computing applications. Processing the enormous quantities of data necessary for these advances requires large clusters, making distributed computing paradigms more crucial than ever. MapReduce is a programming model ... Read more

    $36.89 USD

  • Formal Methods

    26th International Symposium, FM 2024, Milan, Italy, September 9–13, 2024, Proceedings, Part I

    Edited by André Platzer, Kristin Yvonne Rozier, Matteo Pradella, Matteo Rossi ...
    Series Book 1 - Springer Nature Proceedings Computer Science
    The open access book set LNCS 14933 + 14934 constitutes the refereed proceedings of the 26th International Symposium on Formal Methods, FM 2024, which took place in Milan, Italy, in September 2024.The 51 full and 4 short papers included in these proceedings were carefully reviewed and selected from 219 submissions. They also include 2 invited talks in full paper length and 10 tutorial papers. The ... Read more

    Free

  • Handbook of Constraint Programming

    Edited by Francesca Rossi, Peter van Beek, Toby Walsh ...
    Series series Foundations of Artificial Intelligence
    Constraint programming is a powerful paradigm for solving combinatorial search problems that draws on a wide range of techniques from artificial intelligence, computer science, databases, programming languages, and operations research. Constraint programming is currently applied with success to many domains, such as scheduling, planning, vehicle routing, configuration, networks, and bioinformatics ... Read more

    $193.49 USD

  • Computer Aided Verification

    32nd International Conference, CAV 2020, Los Angeles, CA, USA, July 21–24, 2020, Proceedings, Part II

    Edited by Shuvendu K. Lahiri, Chao Wang ...
    Series Book 2 - Springer Nature Proceedings Computer Science
    The open access two-volume set LNCS 12224 and 12225 constitutes the refereed proceedings of the 32st International Conference on Computer Aided Verification, CAV 2020, held in Los Angeles, CA, USA, in July 2020.*The 43 full papers presented together with 18 tool papers and 4 case studies, were carefully reviewed and selected from 240 submissions. The papers were organized in the following topical ... Read more

    Free