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Showing 1 - 11 of 11 results for “jiawei han”
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  • 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

  • Automated Taxonomy Discovery and Exploration

    by Jiaming Shen, Jiawei Han ...
    Series series eBColl Synthesis Collection 11
    This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, which is time-consuming and costly. In today’s information era, people are inundated with the vast amounts of text data. Despite their ... Read more

    $53.99 USD

  • Data Mining

    Concepts and Techniques

    by Jiawei Han, Jian Pei, Hanghang Tong ...
    Series series The Morgan Kaufmann Series in Data Management Systems
    Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, ... Read more

    $63.89 USD

  • Link Mining: Models, Algorithms, and Applications

    Edited by Christos Faloutsos, Philip S. Yu, Jiawei Han ...
    Series series Biomedical and Life Sciences (R0)

    $188.09 USD

  • Next Generation of Data Mining

    Edited by Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar ...
    Drawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field.Gathering perspectives from top experts across different di ... Read more

    $87.99 USD

  • Geographic Data Mining and Knowledge Discovery

    Edited by Harvey J. Miller, Jiawei Han ...
    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    The Definitive Volume on Cutting-Edge Exploratory Analysis of Massive Spatial and Spatiotemporal DatabasesSince the publication of the first edition of Geographic Data Mining and Knowledge Discovery, new techniques for geographic data warehousing (GDW), spatial data mining, and geovisualization (GVis) have been developed. In addition, there has bee ... Read more

    $190.00 USD

  • Frequent Pattern Mining

    Edited by Charu C. Aggarwal, Jiawei Han ...
    Series series Computer Science (R0)
    This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each chapter contains a survey describing key research on the topic, a case study and future directions. ... Read more

    $116.09 USD

  • Mining Software Specifications

    Methodologies and Applications

    Edited by David Lo, Siau-Cheng Khoo, Jiawei Han, Chao Liu ...
    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    An emerging topic in software engineering and data mining, specification mining tackles software maintenance and reliability issues that cost economies billions of dollars each year. The first unified reference on the subject, Mining Software Specifications: Methodologies and Applications describes recent approaches for mining specifications of sof ... Read more

    $102.99 USD

  • Machine Learning and Knowledge Discovery for Engineering Systems Health Management

    Edited by Ashok N. Srivastava, Jiawei Han ...
    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to maintain a high degree of reliability. Reflecting the interdisciplinary nature of the field, the ... Read more

    $73.99 USD

  • Mining Heterogeneous Information Networks

    Principles and Methodologies

    by Yizhou Sun, Jiawei Han ...
    Series series Synthesis Lectures on Data Mining and Knowledge Discovery
    Real world physical and abstract data objects are interconnected, forming gigantic, interconnected networks. By structuring these data objects and interactions between these objects into multiple types, such networks become semi-structured heterogeneous information networks. Most real world applications that handle big data, including interconnected social media and social networks, scientific, ... Read more

    $36.89 USD

  • Data Mining: Know It All

    by Soumen Chakrabarti, Earl Cox, Eibe Frank, Ralf Hartmut Güting, Jiawei Han, Xia Jiang, Micheline Kamber, Thomas P. Nadeau, Richard E. Neapolitan, Dorian Pyle, Mamdouh Refaat, Markus Schneider, Sam S. Lightstone, Toby J. Teorey, Ian H. Witten ...
    This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics ? from data integration and pre-processing, to fundamental algorithms, to optimization techniques and web mining methodology ... Read more

    $73.79 USD