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Data mining

  • Data Mining and Machine Learning in Cybersecurityby Sumeet Dua; Xian Du

    CRC Press 2016; US$ 99.95

    With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible... more...

  • Contrast Data Miningby Guozhu Dong; James Bailey

    CRC Press 2016; US$ 108.95

    A Fruitful Field for Researching Data Mining Methodology and for Solving Real-Life Problems Contrast Data Mining: Concepts, Algorithms, and Applications collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more accessible to researchers and developers in data mining... more...

  • Knowledge Scienceby Yoshiteru Nakamori

    CRC Press 2016; US$ 162.95

    Knowledge science is an emerging discipline resulting from the demands of a knowledge-based economy and information revolution. Explaining how to improve our knowledge-based society, Knowledge Science: Modeling the Knowledge Creation Process addresses problems in collecting, synthesizing, coordinating, and creating knowledge. The book introduces... more...

  • Clusteringby Boris Mirkin

    CRC Press 2016; US$ 114.95

    Often considered more of an art than a science, books on clustering have been dominated by learning through example with techniques chosen almost through trial and error. Even the two most popular, and most related, clustering methods—K-Means for partitioning and Ward's method for hierarchical clustering—have lacked the theoretical underpinning required... more...

  • Data Mining Mobile Devicesby Jesus Mena

    CRC Press 2016; US$ 71.95

    With today’s consumers spending more time on their mobiles than on their PCs, new methods of empirical stochastic modeling have emerged that can provide marketers with detailed information about the products, content, and services their customers desire. Data Mining Mobile Devices defines the collection of machine-sensed environmental data pertaining... more...

  • Data Management Technologies and Applicationsby Markus Helfert; Andreas Holzinger; Orlando Belo; Chiara Francalanci

    Springer International Publishing 2016; US$ 52.58

    This book constitutes the thoroughly refereed proceedingsof the Fourth International Conference on Data Technologies and Applications,DATA 2015, held in Colmar, France, in July 2015. The 9 revised full papers were carefully reviewed andselected from 70 submissions. The papers deal with the following topics:databases, data warehousing, data mining,... more...

  • Machine Learning for Cyber Physical Systemsby Oliver Niggemann; Jürgen Beyerer

    Springer Berlin Heidelberg 2016; US$ 146.76

    The work presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It  contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Lemgo, October 1-2, 2015. Cyber Physical Systems are characterized by their ability to adapt... more...

  • Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVby Abdelkader Hameurlain; Josef Küng; Roland Wagner

    Springer Berlin Heidelberg 2016; US$ 57.47

    This, the 25th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains five fully revised selected papers focusing on data and knowledge management systems. Topics covered include a framework consisting of two heuristics with slightly different characteristics to compute the action rating of data stores, a theoretical and... more...

  • Proceedings of International Conference on ICT for Sustainable Developmentby Suresh Chandra Satapathy; Amit Joshi; Nilesh Modi; Nisarg Pathak

    Springer Singapore 2016; US$ 280.09

    The two volumes of this bookcollect high-quality peer-reviewed research papers presented in theInternational Conference on ICT for Sustainable Development (ICT4SD 2015) heldat Ahmedabad, India during 3 – 4 July 2015. The book discusses all areas of Informationand Communication Technologies and its applications in field for engineeringand management.... more...

  • Techniques and Environments for Big Data Analysisby B. S.P. Mishra; Satchidananda Dehuri; Euiwhan Kim; Gi-Name Wang

    Springer International Publishing 2016; US$ 122.30

    This volume is aiming at a wide range of readers andresearchers in the area of Big Data by presenting the recent advances in the fieldsof Big Data Analysis, as well as the techniques and tools used to analyze it. The book includes 10 distinct chaptersproviding a concise introduction to Big Data Analysis and recent Techniques and Environments... more...