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1-12 sur 12 résultats pour « jiawei han »
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  • Automated Taxonomy Discovery and Exploration

    par Jiaming Shen, Jiawei Han ...
    Collections 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 ... En savoir plus

    $70.99 CAD

  • Data Mining

    Concepts and Techniques

    par Jiawei Han, Jian Pei, Hanghang Tong ...
    Collections 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, ... En savoir plus

    $63.99 CAD

  • Data Mining: Concepts and Techniques

    par Jiawei Han, Micheline Kamber, Jian Pei ...
    Collections 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 ... En savoir plus

    $82.99 CAD

  • Link Mining: Models, Algorithms, and Applications

    Modifié par Christos Faloutsos, Philip S. Yu, Jiawei Han ...
    Collections series Biomedical and Life Sciences (R0)

    $256.99 CAD

  • Next Generation of Data Mining

    Modifié par 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 ... En savoir plus

    $126.41 CAD

  • Geographic Data Mining and Knowledge Discovery

    Modifié par Harvey J. Miller, Jiawei Han ...
    Collections 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 ... En savoir plus

    $274.82 CAD

  • Frequent Pattern Mining

    Modifié par Charu C. Aggarwal, Jiawei Han ...
    Collections 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. ... En savoir plus

    $153.99 CAD

  • Mining Software Specifications

    Methodologies and Applications

    Modifié par David Lo, Siau-Cheng Khoo, Jiawei Han, Chao Liu ...
    Collections 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 ... En savoir plus

    $148.99 CAD

  • Machine Learning and Knowledge Discovery for Engineering Systems Health Management

    Modifié par Ashok N. Srivastava, Jiawei Han ...
    Collections 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 ... En savoir plus

    $107.17 CAD

  • Mining Heterogeneous Information Networks

    Principles and Methodologies

    par Yizhou Sun, Jiawei Han ...
    Collections 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, ... En savoir plus

    $45.99 CAD

  • Data Mining: Know It All

    par 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 ... En savoir plus

    $72.99 CAD

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  • Feature Engineering for Machine Learning and Data Analytics

    Modifié par Guozhu Dong, Huan Liu ...
    Collections series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if there are few features to represent the underlying data objects, and the quality of results of those algorithms largely depends on the quality of the available features. Feature Engineering for Machine Learning and Data Analytics provides a ... En savoir plus

    $92.99 CAD