Introduction To Data Mining And Its Applications

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Introduction to Data Mining and Its Applications

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Author by : S. Sumathi
Languange Used : English, France, Spanish, Italia and chinese
Page : 828
Isbn : 3540343504
Identifier : 9783540343509
Release : 2006-09-26
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Introduction To Data Mining And Its Applications by S. Sumathi and you can download with pub, pdf, txt, doc, and more file format with free account. 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

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Author by : Sang C. Suh
Languange Used : English, France, Spanish, Italia and chinese
Page : 414
Isbn : 0763785873
Identifier : 9780763785871
Release : 2012
Publisher by : Jones & Bartlett Publishers
Category : Computers
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Description : Read Now Practical Applications Of Data Mining by Sang C. Suh and you can download with pub, pdf, txt, doc, and more file format with free account. various topics of data mining techniques are identified and described throughout, including clustering, association rules, rough set theory, probability theory, neural networks, classification, and fuzzy logic. each of these techniques is explored with a theoretical introduction and its effectiveness is demonstrated with various chapter examples.

Introduction to Data Mining

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Author by : Pang-Ning Tan
Languange Used : English, France, Spanish, Italia and chinese
Page : 864
Isbn : 9780133128901
Identifier : 0133128903
Release : 2013
Publisher by : Addison-Wesley
Category : Computers
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Description : Read Now Introduction To Data Mining by Pang-Ning Tan and you can download with pub, pdf, txt, doc, and more file format with free account. introducing the fundamental concepts and algorithms of data mining introduction to data mining, 2nd edition , gives a comprehensive overview of the background and general themes of data mining and is designed to be useful to students, instructors, researchers, and professionals. presented in a clear and accessible way, the book outlines fundamental concepts and algorithms for each topic, thus providing the reader with the necessary background for the application of data mining to real problems. the text helps readers understand the nuances of the subject, and includes important sections on classification, association analysis, and cluster analysis. this edition improves on the first iteration of the book, published over a decade ago, by addressing the significant changes in the industry as a result of advanced technology and data growth.

Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications Concepts, Methodologies, Tools, and Applications

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Author by : Wang, John
Languange Used : English, France, Spanish, Italia and chinese
Page : 4092
Isbn : 159904952X
Identifier : 9781599049526
Release : 2008-05-31
Publisher by : IGI Global
Category : Technology & Engineering
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Description : Read Now Data Warehousing And Mining Concepts Methodologies Tools And Applications by Wang, John and you can download with pub, pdf, txt, doc, and more file format with free account. in recent years, the science of managing and analyzing large datasets has emerged as a critical area of research. in the race to answer vital questions and make knowledgeable decisions, impressive amounts of data are now being generated at a rapid pace, increasing the opportunities and challenges associated with the ability to effectively analyze this data.

Data Mining Techniques and Applications An Introduction

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Author by : Hongbo Du
Languange Used : English, France, Spanish, Italia and chinese
Page : 315
Isbn : 9781844808915
Identifier : 1844808912
Release : 2010
Publisher by : no defined
Category : Data mining
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Description : Read Now Data Mining Techniques And Applications by Hongbo Du and you can download with pub, pdf, txt, doc, and more file format with free account. this concise and approachable introduction to data mining selects a mixture of data mining techniques originating from statistics, machine learning and databases, and presents them in an algorithmic approach. aimed primarily at undergraduate readers, it presents not only the fundamental principles and concepts of the subject in an easy-to-understand way, but also hands on, practical instruction on data mining techniques, that readers can put into practice as they go along using the freely downloadable weka toolkit. author hongbo du shares his years of commercial, as well as research-based, experience in the field through extensive examples and real-world case studies, highlighting how data mining solutions provided by software tools are used in practical problem solving. covering not only traditional areas of data mining such as association, clustering and classification, this text also explains topics such as data warehousing, online-analytic processing, and text mining.

Introduction To Data Mining

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Author by : Chaitanya P Agrawal, Meena Agrawal
Languange Used : English, France, Spanish, Italia and chinese
Page : 112
Isbn :
Identifier :
Release :
Publisher by : Educreation Publishing
Category : Self-Help
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Description : Read Now Introduction To Data Mining by Chaitanya P Agrawal, Meena Agrawal and you can download with pub, pdf, txt, doc, and more file format with free account. this book is a small endeavor to share the journey of getting introduced to a wonderful topic data mining. personally we came across this during the process of evaluating new tools to be included in the post graduate study curricula of the university we are working in. soon it became a friendly affair to see the power, potential and ease of empowering the databases with concepts of data mining. it has become powerful in rediscovering the hidden values in data base and soon in data warehouse, equally efficiently. the data mining is a powerful new technology with great potential focusing on the most important information in their data warehouses. it involves extraction of hidden predictive information from large databases with ease and efficiency. it facilitates to make proactive, knowledge-driven decisions and predict future trends and behaviors. data mining tools move beyond the analyses of past events provided by retrospective tools typical of decision support systems. the automated, prospective analyses offered by data mining tools can answer finding predictive information easily. this small book is an introduction to the basics of data mining. it also introduces the techniques and technologies behind data mining, the impact of artificial intelligence, artificial neural networks, and fuzzy logic et cetera as the basic building blocks for the same. it concludes with common practical applications, trends and its impact on social and computing environment.

Data Mining and Applications in Genomics

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Author by : Sio-Iong Ao
Languange Used : English, France, Spanish, Italia and chinese
Page : 152
Isbn : 1402089759
Identifier : 9781402089756
Release : 2008-09-25
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Data Mining And Applications In Genomics by Sio-Iong Ao and you can download with pub, pdf, txt, doc, and more file format with free account. data mining and applications in genomics contains the data mining algorithms and their applications in genomics, with frontier case studies based on the recent and current works at the university of hong kong and the oxford university computing laboratory, university of oxford. it provides a systematic introduction to the use of data mining algorithms as an investigative tool for applications in genomics. data mining and applications in genomics offers state of the art of tremendous advances in data mining algorithms and applications in genomics and also serves as an excellent reference work for researchers and graduate students working on data mining algorithms and applications in genomics.

Data Mining Applications with R

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Author by : Yanchang Zhao
Languange Used : English, France, Spanish, Italia and chinese
Page : 514
Isbn : 0124115209
Identifier : 9780124115200
Release : 2013-11-26
Publisher by : Academic Press
Category : Computers
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Description : Read Now Data Mining Applications With R by Yanchang Zhao and you can download with pub, pdf, txt, doc, and more file format with free account. data mining applications with r is a great resource for researchers and professionals to understand the wide use of r, a free software environment for statistical computing and graphics, in solving different problems in industry. r is widely used in leveraging data mining techniques across many different industries, including government, finance, insurance, medicine, scientific research and more. this book presents 15 different real-world case studies illustrating various techniques in rapidly growing areas. it is an ideal companion for data mining researchers in academia and industry looking for ways to turn this versatile software into a powerful analytic tool. r code, data and color figures for the book are provided at the rdatamining.com website. helps data miners to learn to use r in their specific area of work and see how r can apply in different industries presents various case studies in real-world applications, which will help readers to apply the techniques in their work provides code examples and sample data for readers to easily learn the techniques by running the code by themselves

Applied Data Mining for Business and Industry

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Author by : Paolo Giudici
Languange Used : English, France, Spanish, Italia and chinese
Page : 249
Isbn : 0470058862
Identifier : 9780470058862
Release : 2009-05-26
Publisher by : John Wiley & Sons
Category : Computers
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Description : Read Now Applied Data Mining For Business And Industry by Paolo Giudici and you can download with pub, pdf, txt, doc, and more file format with free account. this new edition sees the inclusion of 70% new material, including eight new case studies, that brings this best selling title up to date with the many advances made in the field since its original publication. in the text all the methods described are either computational or of a statistical modelling nature; complex probabilistic models and mathematical tools are not used, so the book is accessible to a wide audience of both students and industry professionals.

Discovering Knowledge in Data An Introduction to Data Mining

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Author by : Daniel T. Larose
Languange Used : English, France, Spanish, Italia and chinese
Page : 336
Isbn : 1118873572
Identifier : 9781118873571
Release : 2014-06-02
Publisher by : John Wiley & Sons
Category : Computers
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Description : Read Now Discovering Knowledge In Data by Daniel T. Larose and you can download with pub, pdf, txt, doc, and more file format with free account. the field of data mining lies at the confluence of predictive analytics, statistical analysis, and business intelligence. due to the ever-increasing complexity and size of data sets and the wide range of applications in computer science, business, and health care, the process of discovering knowledge in data is more relevant than ever before. this book provides the tools needed to thrive in today’s big data world. the author demonstrates how to leverage a company’s existing databases to increase profits and market share, and carefully explains the most current data science methods and techniques. the reader will “learn data mining by doing data mining”. by adding chapters on data modelling preparation, imputation of missing data, and multivariate statistical analysis, discovering knowledge in data, second edition remains the eminent reference on data mining. the second edition of a highly praised, successful reference on data mining, with thorough coverage of big data applications, predictive analytics, and statistical analysis. includes new chapters on multivariate statistics, preparing to model the data, and imputation of missing data, and an appendix on data summarization and visualization offers extensive coverage of the r statistical programming language contains 280 end-of-chapter exercises includes a companion website for university instructors who adopt the book

Discovering Knowledge in Data An Introduction to Data Mining

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Author by : Daniel T. Larose
Languange Used : English, France, Spanish, Italia and chinese
Page : 336
Isbn : 0471687537
Identifier : 9780471687535
Release : 2005-02-11
Publisher by : John Wiley & Sons
Category : Computers
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Data Mining Concepts, Methods and Applications in Management and Engineering Design

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Author by : Yong Yin
Languange Used : English, France, Spanish, Italia and chinese
Page : 312
Isbn : 9781849963381
Identifier : 184996338X
Release : 2011-03-16
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Data Mining by Yong Yin and you can download with pub, pdf, txt, doc, and more file format with free account. data mining introduces in clear and simple ways how to use existing data mining methods to obtain effective solutions for a variety of management and engineering design problems. data mining is organised into two parts: the first provides a focused introduction to data mining and the second goes into greater depth on subjects such as customer analysis. it covers almost all managerial activities of a company, including: • supply chain design, • product development, • manufacturing system design, • product quality control, and • preservation of privacy. incorporating recent developments of data mining that have made it possible to deal with management and engineering design problems with greater efficiency and efficacy, data mining presents a number of state-of-the-art topics. it will be an informative source of information for researchers, but will also be a useful reference work for industrial and managerial practitioners.