{"product_id":"data-mining-and-data-visualization-hardback-9780444511416","title":"Data Mining and Data Visualization (Hardback) 9780444511416","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eData Mining and Data Visualization\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eC.R. Rao (Volume editor)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780444511416, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 2 May 2005\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e800 pages\u003cbr\u003e24 x 16.5 x 4 cm, 1.36 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003ci\u003eData Mining and Data Visualization\u003c\/i\u003e focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining and machine learning and includes applications to text analysis, computer intrusion detection, and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, and dimensionality reduction. The third section focuses on data visualization and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eChapter 1: Statistical Data Mining, Wegman, Edward J. and Solka, Jeffrey L.\u003cbr\u003e\u003cbr\u003eChapter 2: From Data Mining to Knowledge Mining, Kaufman, Kenneth A. and Michalski, Ryszard S.\u003cbr\u003e\u003cbr\u003eChapter 3: Mining Computer Security Data, Marchette, David J.\u003cbr\u003e\u003cbr\u003eChapter 4: Data Mining of Text Files, Martinez, Angel R.\u003cbr\u003e\u003cbr\u003eChapter 5: Text Data Mining with Minimal Spanning Trees, Solka, Jeffrey L., Bryant, Avory C., and Wegman, Edward J.\u003cbr\u003e\u003cbr\u003eChapter 6: Information Hiding: Steganography and Steganalysis, Duric, Zoran, Jacobs, Michael, and Jajodia, Sushil\u003cbr\u003e\u003cbr\u003eChapter 7: Canonical Variate Analysis and Related Methods for Reduction of Dimensionality and Graphical Representation, Rao, C. Radhakrishna\u003cbr\u003e\u003cbr\u003eChapter 8: Pattern Recognition, Hand, David J.\u003cbr\u003e\u003cbr\u003eChapter 9: Multivariate Density Estimation, Scott, David J. and Sain, Stephan R.\u003cbr\u003e\u003cbr\u003eChapter 10: Multivariate Outlier Detection and Robustness, Hubert, Mia, Rousseeuw, Peter J., and Van Aelst, Stefan\u003cbr\u003e\u003cbr\u003eChapter 11: Classification and Regression Trees, Bagging, and Boosting, Sutton, Clifton D.\u003cbr\u003e\u003cbr\u003eChapter 12: Fast Algorithms for Classification Using Class Cover Catch Digraphs, Marchette, David J., Wegman, Edward J., and Priebe, Carey E.\u003cbr\u003e\u003cbr\u003eChapter 13: On Genetic Algorithms and their Applications, Said, Yasmin\u003cbr\u003e\u003cbr\u003eChapter 14: Computational Methods for High-Dimensional Rotations in Data Visualization, Buja, Andreas, Cook, Dianne, Asimov, Daniel, and Hurley, Catherine\u003cbr\u003e\u003cbr\u003eChapter 15: Some Recent Graphics Templates and Software for Showing Statistical Summaries, Carr, Daniel B.\u003cbr\u003e\u003cbr\u003eChapter 16: Interactive Statistical Graphics: The Paradigm of Linked Views, Wilhelm, Adalbert\u003cbr\u003e\u003cbr\u003eChapter 17: Data Visualization and Virtual Reality, Chen, Jim X.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Probability \u0026amp; statistics [\u003ca title=\"See our other books on Probability \u0026amp; statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Probability%20\u0026amp;%20statistics%20%5BPBT%5D%22\"\u003ePBT\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"North Holland","offers":[{"title":"Default Title","offer_id":46651428634904,"sku":"9780444511416","price":196.68,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780444511416.jpg?v=1694979970","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/data-mining-and-data-visualization-hardback-9780444511416","provider":"Freshly Printed Books","version":"1.0","type":"link"}