Data Mining

Written By Ian H. Witten
Data Mining
  • Publsiher : Elsevier
  • Release : 13 July 2005
  • ISBN : 9780080477022
  • Pages : 560 pages
  • Rating : 4/5 from 24 reviews
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Read or download book entitled Data Mining written by Ian H. Witten which was release on 13 July 2005, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Data Mining, Second Edition, describes data mining techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights of this new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensive information on neural networks; a new section on Bayesian networks; and much more. This text is designed for information systems practitioners, programmers, consultants, developers, information technology managers, specification writers as well as professors and students of graduate-level data mining and machine learning courses. Algorithmic methods at the heart of successful data mining—including tried and true techniques as well as leading edge methods Performance improvement techniques that work by transforming the input or output

Data Mining

Data Mining
  • Author : Ian H. Witten,Eibe Frank
  • Publisher : Elsevier
  • Release Date : 2005-07-13
  • Total pages : 560
  • ISBN : 9780080477022
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Summary : Data Mining, Second Edition, describes data mining techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now ...

Advanced Data Mining and Applications

Advanced Data Mining and Applications
  • Author : Xue Li,Shuliang Wang
  • Publisher : Springer Science & Business Media
  • Release Date : 2005-07-12
  • Total pages : 835
  • ISBN : 9780080477022
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Summary : This book constitutes the refereed proceedings of the First International Conference on Advanced Data Mining and Applications, ADMA 2005, held in Wuhan, China in July 2005. The conference was focused on sophisticated techniques and tools that can handle new fields of data mining, e.g. spatial data mining, biomedical data mining, and ...

Data Mining and Data Visualization

Data Mining and Data Visualization
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2005-05-02
  • Total pages : 800
  • ISBN : 9780080477022
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Summary : Data Mining and Data Visualization 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, ...

Predictive Analytics and Data Mining

Predictive Analytics and Data Mining
  • Author : Vijay Kotu,Bala Deshpande
  • Publisher : Morgan Kaufmann
  • Release Date : 2014-11-27
  • Total pages : 446
  • ISBN : 9780080477022
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Summary : Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will ...

Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences

Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences
  • Author : John J. McArdle,Gilbert Ritschard
  • Publisher : Routledge
  • Release Date : 2013-08-15
  • Total pages : 474
  • ISBN : 9780080477022
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Summary : This book reviews the latest techniques in exploratory data mining (EDM) for the analysis of data in the social and behavioral sciences to help researchers assess the predictive value of different combinations of variables in large data sets. Methodological findings and conceptual models that explain reliable EDM techniques for predicting ...

Mathematical Tools for Data Mining

Mathematical Tools for Data Mining
  • Author : Dan A. Simovici,Chaabane Djeraba
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-08-15
  • Total pages : 615
  • ISBN : 9780080477022
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Summary : This volume was born from the experience of the authors as researchers and educators,whichsuggeststhatmanystudentsofdataminingarehandicapped in their research by the lack of a formal, systematic education in its mat- matics. The data mining literature contains many excellent titles that address the needs of users with a variety of interests ranging ...

Prediction of Highly Lucrative Companies Using Annual Statements A Data Mining Based Approach

Prediction of Highly Lucrative Companies Using Annual Statements  A Data Mining Based Approach
  • Author : Jurij Weinblat
  • Publisher : Anchor Academic Publishing (aap_verlag)
  • Release Date : 2014-08
  • Total pages : 100
  • ISBN : 9780080477022
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Summary : The intention of this study is to predict one year in advance whether a regarded firm will grow extraordinarily in the next year. This is crucial for private investors and fund managers who need to decide whether they should invest in a certain firm. Companies like Apple and Amazon have ...

Data Mining VI

Data Mining VI
  • Author : A. Zanasi,C. A. Brebbia,Nelson F. F. Ebecken
  • Publisher : Wit Pr/Computational Mechanics
  • Release Date : 2005
  • Total pages : 550
  • ISBN : 9780080477022
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Summary : This book contains most of the papers presented at the Sixth International Conference on Data Mining held in Skiathos, Greece. Twenty-five countries from all the continents are represented in the papers published in the book, offering a real multinational and multicultural range of experiences and ideas....

Data Mining

Data Mining
  • Author : Robert Groth
  • Publisher : Prentice Hall
  • Release Date : 1998
  • Total pages : 316
  • ISBN : 9780080477022
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Summary : This book contains all the practical information, hands-on demos and software you need to understand data mining.This book doesn't just explain data mining concepts: it shows you exactly how to make the most of them. If you're in marketing, you'll learn how data mining can help you rank your ...

Next Generation of Data Mining Applications

Next Generation of Data Mining Applications
  • Author : Mehmed Kantardzic,Jozef Zurada
  • Publisher : Wiley-IEEE Press
  • Release Date : 2005-03-08
  • Total pages : 671
  • ISBN : 9780080477022
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Summary : Discover the next generation of data-mining tools and technology This book brings together an international team of eighty experts to present readers with the next generation of data-mining applications. Unlike other publications that take a strictly academic and theoretical approach, this book features authors who have successfully developed data-mining solutions ...

Data Mining VII

Data Mining VII
  • Author : A. Zanasi,C. A. Brebbia,Nelson F. F. Ebecken
  • Publisher : Wit Pr/Computational Mechanics
  • Release Date : 2006
  • Total pages : 460
  • ISBN : 9780080477022
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Summary : This book publishes papers from the Seventh International Conference on Data Mining and Information Systems. The book brings together state-of-the-art research results and practical development experiences from researchers and application developers from many different areas. The book covers topics as diverse as: Data Mining Themes such as Text Mining; Web ...

Fuzzy Systems and Knowledge Discovery

Fuzzy Systems and Knowledge Discovery
  • Author : Lipo Wang,Licheng Jiao,Guanming Shi,Xue Lu,Jing Liu
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-09-19
  • Total pages : 1340
  • ISBN : 9780080477022
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Summary : This book constitutes the refereed proceedings of the Third International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2006, held in federation with the Second International Conference on Natural Computation ICNC 2006. The book presents 115 revised full papers and 50 revised short papers. Coverage includes neural computation, quantum computation, evolutionary computation, DNA computation, ...

Resource Management for Big Data Platforms

Resource Management for Big Data Platforms
  • Author : Florin Pop,Joanna Kołodziej,Beniamino Di Martino
  • Publisher : Springer
  • Release Date : 2016-10-27
  • Total pages : 516
  • ISBN : 9780080477022
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Summary : Serving as a flagship driver towards advance research in the area of Big Data platforms and applications, this book provides a platform for the dissemination of advanced topics of theory, research efforts and analysis, and implementation oriented on methods, techniques and performance evaluation. In 23 chapters, several important formulations of the ...

Data Mining Methods and Applications

Data Mining Methods and Applications
  • Author : Kenneth D. Lawrence,Stephan Kudyba,Ronald K. Klimberg
  • Publisher : Auerbach Publications
  • Release Date : 2008
  • Total pages : 309
  • ISBN : 9780080477022
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Summary : Addressing a variety of organizational issues, Data Mining Methods and Applications presents a compilation of recent research works on data mining and forecasting techniques, including multivariate, evolutionary, and neural net methods. This book focuses in particular on data mining techniques used for conducting marketing research. Written by a wide range ...

Handbook of Research on Computational Intelligence Applications in Bioinformatics

Handbook of Research on Computational Intelligence Applications in Bioinformatics
  • Author : Dash, Sujata,Subudhi, Bidyadhar
  • Publisher : IGI Global
  • Release Date : 2016-06-20
  • Total pages : 514
  • ISBN : 9780080477022
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Summary : Developments in the areas of biology and bioinformatics are continuously evolving and creating a plethora of data that needs to be analyzed and decrypted. Since it can be difficult to decipher the multitudes of data within these areas, new computational techniques and tools are being employed to assist researchers in ...