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Data Mining

Most popular at the top

  • Rule Based Systems for Big Databy Han Liu; Alexander Gegov; Mihaela Cocea

    Springer International Publishing 2015; US$ 76.02

    The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data. The book focuses on the development and evaluation of rule based systems in terms of accuracy,... more...

  • Data Miningby Thomas A. Runkler

    Springer Fachmedien Wiesbaden 2015; US$ 18.25

    Dieses Lehrbuch behandelt die wichtigsten Methoden zur Erkennung und Extraktion von ?Wissen? aus numerischen und nicht-numerischen Datenbanken in Technik und Wirtschaft. Der Autor vermittelt einen kompakten und zugleich fundierten Überblick über die verschiedenen Methoden sowie deren Zielsetzungen und Eigenschaften. Dadurch werden Leser befähigt, Data... more...

  • Intelligent Agents in Data-intensive Computingby Joanna Kolodziej; Luís Correia; José Manuel Molina

    Springer International Publishing 2015; US$ 119.46

    This book presents new approaches that advance research in all aspects of agent-based models, technologies, simulations and implementations for data intensive applications. The nine chapters contain a review of recent cross-disciplinary approaches in cloud environments and multi-agent systems, and important formulations of data intensive problems... more...

  • Interpretability of Computational Intelligence-Based Regression Modelsby Tamás Kenesei; János Abonyi

    Springer International Publishing 2015; US$ 46.69

    The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques. The first part of the book deals with the identification of hinging hyperplane-based... more...

  • Intelligent and Evolutionary Systemsby Kittichai Lavangnananda; Somnuk Phon-Amnuaisuk; Worrawat Engchuan; Jonathan H. Chan

    Springer International Publishing 2015; US$ 184.63

    This PALO volume constitutes the Proceedingsof the 19 th Asia Pacific Symposium on Intelligent and EvolutionarySystems (IES 2015), held in Bangkok, Thailand, November 22-25, 2015. The IES seriesof conference is an annual event that was initiated back in 1997 in Canberra,Australia. IES aims to bring together researchers from countries of the AsianPacific... more...

  • Research and Development in Intelligent Systems XXXIIby Max Bramer; Miltos Petridis

    Springer International Publishing 2015; US$ 184.63

    The papers in this volume are the refereed papers presented at AI-2015, the Thirty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2015 in both the technical and the application streams. They present new and innovative developments and applications, divided... more...

  • Big Data Fundamentalsby Thomas Erl; Wajid Khattak; Paul Buhler

    Pearson Education 2015; US$ 31.99

    ?This text should be required reading for everyone in contemporary business.? --Peter Woodhull, CEO, Modus21 ?The one book that clearly describes and links Big Data concepts to business utility.? --Dr. Christopher Starr, PhD ?Simply, this is the best Big Data book on the market!? --Sam Rostam, Cascadian IT Group ?...one of the most contemporary... more...

  • Data Simplificationby Jules J. Berman

    Elsevier Science 2016; US$ 59.95

    Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is... more...

  • Numeric Computation and Statistical Data Analysis on the Java Platformby Sergei V. Chekanov

    Springer International Publishing 2016; US$ 86.88

    Numericalcomputation, knowledge discovery and statistical data analysis integrated withpowerful 2D and 3D graphics for visualization are the key topics of this book. ThePython code examples powered by the Java platform can easily be transformed toother programming languages, such as Java, Groovy, Ruby and BeanShell. Thisbook equips the reader with... more...

  • Recommender Systemsby Charu C. Aggarwal

    Springer International Publishing 2016; US$ 65.16

    This book comprehensively covers the topic of recommender systems, which provide personalized recommendations of products or services to users based on their previous searches or purchases. Recommender system methods have been adapted to diverse applications including query log mining, social networking, news recommendations, and computational advertising.... more...