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Data Mining

Most popular at the top

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

    Springer International Publishing 2015; US$ 200.93

    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...

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

    Springer International Publishing 2015; US$ 50.82

    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...

  • 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...

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

    Springer International Publishing 2016; US$ 94.55

    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$ 70.91

    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...

  • SPSS Statistics for Data Analysis and Visualizationby Keith McCormick; Jesus Salcedo; Jon Peck; Andrew Wheeler; Jason Verlen

    Wiley 2017; US$ 50.00 US$ 43.99

    Dive deeper into SPSS Statistics for more efficient, accurate, and sophisticated data analysis and visualization SPSS Statistics for Data Analysis and Visualization goes beyond the basics of SPSS Statistics to show you advanced techniques that exploit the full capabilities of SPSS. The authors explain when and why to use each technique, and then... more...

  • Practical Data Analysis Cookbookby Tomasz Drabas

    Packt Publishing 2016; US$ 39.99

    Over 60 practical recipes on data exploration and analysis About This Book: Clean dirty data, extract accurate information, and explore the relationships between variables; Forecast the output of an electric plant and the water flow of American rivers using pandas, NumPy, Statsmodels, and scikit-learn; Find and extract the most important features from... more...

  • Apache Hive Cookbookby Hanish Bansal; Saurabh Chauhan; Shrey Mehrotra

    Packt Publishing 2016; US$ 35.99

    Easy, hands-on recipes to help you understand Hive and its integration with frameworks that are used widely in today's big data world About This Book: Grasp a complete reference of different Hive topics.; Get to know the latest recipes in development in Hive including CRUD operations; Understand Hive internals and integration of Hive with different... more...

  • Exploratory Causal Analysis with Time Series Databy James M. McCracken

    Morgan & Claypool Publishers 2016; US$ 44.00

    Many scientific disciplines rely on observational data of systems for which it is difficult (or impossible) to implement controlled experiments. Data analysis techniques are required for identifying causal information and relationships directly from such observational data. This need has led to the development of many different time series causality... more...

  • Querying and Mining Uncertain Data Streamsby Cheqing Jin; Aoying Zhou

    World Scientific Publishing Company 2016; US$ 46.00 US$ 41.86

    Data uncertainty widely exists in many applications, and an uncertain data stream is a series of uncertain tuples that arrive rapidly. However, traditional techniques for deterministic data streams cannot be applied to deal with data uncertainty directly due to the exponential growth of possible solution space. This book provides a comprehensive overview... more...