Introduction to Data Mining and its Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Introduction to Data Mining and its Applications write by S. Sumathi. This book was released on 2006-10-12. Introduction to Data Mining and its Applications available in PDF, EPUB and Kindle. This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in database systems, and presents a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work from areas including database technology, artificial intelligence, machine learning, neural networks, statistics, pattern recognition, knowledge based systems, knowledge acquisition, information retrieval, high performance computing and data visualization.
Introduction to Data Mining and Its Applications
Introduction to Data Mining and Its Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Introduction to Data Mining and Its Applications write by S. Sumathi. This book was released on 2006-09-26. Introduction to Data Mining and Its Applications available in PDF, EPUB and Kindle. This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in data base systems and new data base applications and is also designed to give a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work from areas including database technology, AI, machine learning, NN, statistics, pattern recognition, knowledge based systems, knowledge acquisition, information retrieval, high performance computing and data visualization. This book is intended for a wide audience of readers who are not necessarily experts in data warehousing and data mining, but are interested in receiving a general introduction to these areas and their many practical applications. Since data mining technology has become a hot topic not only among academic students but also for decision makers, it provides valuable hidden business and scientific intelligence from a large amount of historical data. It is also written for technical managers and executives as well as for technologists interested in learning about data mining.
Practical Applications of Data Mining
Practical Applications of Data Mining - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Practical Applications of Data Mining write by Sang Suh. This book was released on 2012. Practical Applications of Data Mining available in PDF, EPUB and Kindle. Introduction to data mining -- Association rules -- Classification learning -- Statistics for data mining -- Rough sets and bayes theories -- Neural networks -- Clustering -- Fuzzy information retrieval.
Discovering Knowledge in Data
Discovering Knowledge in Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Discovering Knowledge in Data write by Daniel T. Larose. This book was released on 2005-01-28. Discovering Knowledge in Data available in PDF, EPUB and Kindle. Learn Data Mining by doing data mining Data mining can be revolutionary-but only when it's done right. The powerful black box data mining software now available can produce disastrously misleading results unless applied by a skilled and knowledgeable analyst. Discovering Knowledge in Data: An Introduction to Data Mining provides both the practical experience and the theoretical insight needed to reveal valuable information hidden in large data sets. Employing a "white box" methodology and with real-world case studies, this step-by-step guide walks readers through the various algorithms and statistical structures that underlie the software and presents examples of their operation on actual large data sets. Principal topics include: * Data preprocessing and classification * Exploratory analysis * Decision trees * Neural and Kohonen networks * Hierarchical and k-means clustering * Association rules * Model evaluation techniques Complete with scores of screenshots and diagrams to encourage graphical learning, Discovering Knowledge in Data: An Introduction to Data Mining gives students in Business, Computer Science, and Statistics as well as professionals in the field the power to turn any data warehouse into actionable knowledge. An Instructor's Manual presenting detailed solutions to all the problems in the book is available online.
Introduction To Data Mining And Its Application
Introduction To Data Mining And Its Application - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Introduction To Data Mining And Its Application write by Sumathi. This book was released on 2008-09-01. Introduction To Data Mining And Its Application available in PDF, EPUB and Kindle.
