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Data mining

  • Statistical Data Analyticsby Walter W. Piegorsch

    Wiley 2015; US$ 115.00

      A comprehensive introduction to statistical methods for data mining and knowledge discovery. Applications of data mining and ‘big data’ increasingly take center stage in our modern, knowledge-driven society, supported by advances in computing power, automated data acquisition, social media development and... more...

  • Efficient Clustering of Big Data Streamsby Marwan Hassani

    Apprimus Wissenschaftsverlag 2015; US$ 37.22

    Today's applications and research issues in data mining have to deal with continuous, possibly infinite streams of data, arriving at high velocity. Web traffic, sensor measurements and stock trading data are just examples of these daily-increasing applications. This thesis presents and evaluates novel methods for an efficient subspace clustering of... more...

  • Learning Apache Mahoutby Chandramani Tiwary

    Packt Publishing 2015; US$ 35.99

    If you are a Java developer and want to use Mahout and machine learning to solve Big Data Analytics use cases then this book is for you. Familiarity with shell scripts is assumed but no prior experience is required. more...

  • Social Big Data Miningby Hiroshi Ishikawa

    CRC Press 2015; US$ 99.95

    This book focuses on the basic concepts and the related technologies of data mining for social medial. Topics include: big data and social data, data mining for making a hypothesis, multivariate analysis for verifying the hypothesis, web mining and media mining, natural language processing, social big data applications, and scalability. It explains... more...

  • Data Mining and Predictive Analyticsby Daniel T. Larose; Chantal D. Larose

    Wiley 2015; US$ 140.00

    Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified “white box” approach to data mining... more...

  • Improving the User Experience through Practical Data Analyticsby Mike Fritz; Paul D. Berger

    Elsevier Science 2015; US$ 49.95

    Improving the User Experience through Practical Data Analytics shows you how to make UX design decisions based on data-not hunches. Authors Fritz and Berger help the UX professional recognize the enormous potential of user data that is collected as a natural by-product of routine UX research methods, including moderated usability tests, unmoderated... more...

  • Big Databy Kuan-Ching Li; Hai Jiang; Laurence T. Yang; Alfredo Cuzzocrea

    CRC Press 2015; US$ 119.95

    As today?s organizations are capturing exponentially larger amounts of data than ever, now is the time for organizations to rethink how they digest that data. Through advanced algorithms and analytics techniques, organizations can harness this data, discover hidden patterns, and use the newly acquired knowledge to achieve competitive advantages. ... more...

  • Mapping Urban Practices Through Mobile Phone Databy Paola Pucci; Fabio Manfredini; Paolo Tagliolato

    Springer International Publishing 2015; US$ 54.99

    This book explains the potential value of using mobile phone data to monitor urban practices and identify rhythms of use in today?s cities. Drawing upon research conducted in the Italian region of Lombardy, the authors demonstrate how maps based on mobile phone data, which are better tailored to the dynamic processes at work in cities, can document... more...

  • Recommendation and Search in Social Networksby Özgür Ulusoy; Abdullah Uz Tansel; Erol Arkun

    Springer International Publishing 2015; US$ 109.00

    This edited volume offers a clear in-depth overview of research covering a variety of issues in social search and recommendation systems. Within the broader context of social network analysis it focuses on important and up-coming topics such as real-time event data collection, frequent-sharing pattern mining, improvement of computer-mediated communication,... more...

  • Guide to High Performance Distributed Computingby K.G. Srinivasa; Anil Kumar Muppalla

    Springer International Publishing 2015; US$ 79.99

    This timely text/reference describes the development and implementation of large-scale distributed processing systems using open source tools and technologies such as Hadoop, Scalding and Spark. Comprehensive in scope, the book presents state-of-the-art material on building high performance distributed computing systems, providing practical guidance... more...