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Data Mining

Most popular at the top

  • Computational Models of Motivation for Game-Playing Agentsby Kathryn E. Merrick

    Springer International Publishing 2016; US$ 90.30

    The focus of this book is on three influential cognitive motives: achievement, affiliation, and power motivation. Incentive-based theories of achievement, affiliation and power motivation are the basis for competence-seeking behaviour, relationship-building, leadership, and resource-controlling behaviour in humans. In this book we show how these motives... more...

  • Data Miningby Ian H. Witten; Eibe Frank; Mark A. Hall; Christopher J. Pal

    Elsevier Science 2016; US$ 69.95

    Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches... more...

  • Data Privacyby Nataraj Venkataramanan; Ashwin Shriram

    CRC Press 2016; US$ 139.95

    The book covers data privacy in depth with respect to data mining, test data management, synthetic data generation etc. It formalizes principles of data privacy that are essential for good anonymization design based on the data format and discipline. The principles outline best practices and reflect on the conflicting relationship between privacy... more...

  • Intelligent Distributed Computing Xby Costin Badica; Amal El Fallah Seghrouchni; Aurélie Beynier; David Camacho; Cédric Herpson; Koen Hindriks; Paulo Novais

    Springer International Publishing 2016; US$ 106.24

    This book presents the combined peer-reviewed proceedings of the tenth International Symposium on Intelligent Distributed Computing (IDC?2016), which was held in Paris, France from October 10 th to 12 th , 2016. The 23 contributions address a range of topics related to theory and application of intelligent distributed computing, including: Intelligent... more...

  • PostgreSQL Development Essentialsby Manpreet Kaur; Baji Shaik

    Packt Publishing 2016; US$ 31.99

    Develop programmatic functions to create powerful database applications About This Book: Write complex SQL queries and design a robust database design that fits your application's need; Improve database performance by indexing, partitioning tables, and query optimizing; A comprehensive guide covering the advanced PostgreSQL concepts without any... more...

  • Big Data Analyticsby Venkat Ankam

    Packt Publishing 2016; US$ 39.99

    A handy reference guide for data analysts and data scientists to help to obtain value from big data analytics using Spark on Hadoop clusters About This Book: This book is based on the latest 2.0 version of Apache Spark and 2.7 version of Hadoop integrated with most commonly used tools.; Learn all Spark stack components including latest topics such... more...

  • Spark for Data Scienceby Srinivas Duvvuri; Bikramaditya Singhal

    Packt Publishing 2016; US$ 39.99

    Analyze your data and delve deep into the world of machine learning with the latest Spark version, 2.0 About This Book: Perform data analysis and build predictive models on huge datasets that leverage Apache Spark; Learn to integrate data science algorithms and techniques with the fast and scalable computing features of Spark to address big data challenges;... more...

  • Advances in Big Databy Plamen Angelov; Yannis Manolopoulos; Lazaros Iliadis; Asim Roy; Marley Vellasco

    Springer International Publishing 2016; US$ 211.43

    The book offers a timely snapshot of neural network technologies as a significant component of big data analytics platforms. It promotes new advances and research directions in efficient and innovative algorithmic approaches to analyzing big data (e.g. deep networks, nature-inspired and brain-inspired algorithms); implementations on different computing... more...

  • Data Miningby Jürgen Cleve; Uwe Lämmel

    De Gruyter 2016; US$ 42.45

    Modern databases contain vast quantities of undiscovered knowledge that cannot be exploited without the proper tools. Data mining and algorithms allow us to discover previously unknown interconnections. This textbook covers the material of a one-semester university course and is designed as a classic textbook. It offers summaries, numerous examples,... more...

  • Advances in Knowledge Discovery and Managementby Fabrice Guillet; Bruno Pinaud; Gilles Venturini

    Springer International Publishing 2016; US$ 106.24

    This book presents a collection of representative and novel work in the field of data mining, knowledge discovery, clustering and classification, based on expanded and reworked versions of a selection of the best papers originally presented in French at the EGC 2014 and EGC 2015 conferences held in Rennes (France) in January 2014 and Luxembourg in... more...