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Data mining

  • Data Mining Methods and Modelsby Daniel T. 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...

  • 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...

  • Automatic Design of Decision-Tree Induction Algorithmsby Rodrigo C. Barros; André C. P. L. F. de Carvalho; Alex A. Freitas

    Springer International Publishing 2015; US$ 54.99

    Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning, and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a 'generic' decision-tree induction algorithm regardless... more...

  • Suchmaschinen verstehenby Dirk Lewandowski

    Springer Berlin Heidelberg 2015; US$ 49.99

    Das Buch betrachtet das Thema Suchmaschinen ausgehend von der täglichen Recherche und führt in die technischen Grundlagen, in Recherchetechniken sowie die gesellschaftlichen und wirtschaftlichen Bedingungen der Recherche im Web ein. Suchmaschinen sind heute die wichtigsten Werkzeuge, um an Informationen zu gelangen. Wir verwenden Suchmaschinen täglich,... more...

  • Analysis and Visualization of Citation Networksby Dangzhi Zhao; Andreas Strotmann

    Morgan & Claypool Publishers 2015; US$ 55.00

    Citation analysis?the exploration of reference patterns in the scholarly and scientific literature?has long been applied in a number of social sciences to study research impact, knowledge flows, and knowledge networks. It has important information science applications as well, particularly in knowledge representation and in information retrieval. Recent... more...

  • Learning Data Mining with Rby Bater Makhabel

    Packt Publishing 2015; US$ 29.99

    This book is intended for the budding data scientist or quantitative analyst with only a basic exposure to R and statistics. This book assumes familiarity with only the very basics of R, such as the main data types, simple functions, and how to move data around. No prior experience with data mining packages is necessary; however, you should have a... more...

  • Online Social Media Analysis and Visualizationby Jalal Kawash

    Springer International Publishing 2015; US$ 109.00

    This edited volume addresses the vast challenges of adapting Online Social Media (OSM) to developing research methods and applications. The topics cover generating realistic social network topologies, awareness of user activities, topic and trend generation, estimation of user attributes from their social content, behavior detection, mining social... more...

  • Smart Information Systemsby Frank Hopfgartner

    Springer International Publishing 2015; US$ 129.00

    This must-read text/reference presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence. The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of... more...

  • Social Network Analysis - Community Detection and Evolutionby Rokia Missaoui; Idrissa Sarr

    Springer International Publishing 2015; US$ 109.00

    This book is devoted to recent progress in social network analysis with a high focus on community detection and evolution. The eleven chapters cover the identification of cohesive groups, core components and key players either in static or dynamic networks of different kinds and levels of heterogeneity. Other important topics in social network analysis... more...

  • Mining User Generated Contentby Marie-Francine Moens; Juanzi Li; Tat-Seng Chua

    CRC Press 2015; US$ 99.95

    Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other networking sites, the social media shared by users and the associated metadata are collectively known as user generated content (UGC). To analyze UGC and glean insight about user behavior, robust techniques are needed to tackle the huge amount of real-time, multimedia,... more...