Data Mining And Medical Knowledge Management Cases And Applications

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Data Mining and Medical Knowledge Management: Cases and Applications Cases and Applications

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Author by : Berka, Petr
Languange Used : English, France, Spanish, Italia and chinese
Page : 464
Isbn : 1605662194
Identifier : 9781605662190
Release : 2009-02-28
Publisher by : IGI Global
Category : Computers
Total Download : 7566788
Total Read : 9794127
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Description : Read Now Data Mining And Medical Knowledge Management Cases And Applications by Berka, Petr and you can download with pub, pdf, txt, doc, and more file format with free account. the healthcare industry produces a constant flow of data, creating a need for deep analysis of databases through data mining tools and techniques resulting in expanded medical research, diagnosis, and treatment. data mining and medical knowledge management: cases and applications presents case studies on applications of various modern data mining methods in several important areas of medicine, covering classical data mining methods, elaborated approaches related to mining in electroencephalogram and electrocardiogram data, and methods related to mining in genetic data. a premier resource for those involved in data mining and medical knowledge management, this book tackles ethical issues related to cost-sensitive learning in medicine and produces theoretical contributions concerning general problems of data, information, knowledge, and ontologies.

Medical Informatics Knowledge Management and Data Mining in Biomedicine

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Author by : Hsinchun Chen, Sherrilynne S. Fuller, Carol Friedman, William Hersh
Languange Used : English, France, Spanish, Italia and chinese
Page : 648
Isbn : 038725739X
Identifier : 9780387257396
Release : 2006-07-19
Publisher by : Springer Science & Business Media
Category : Medical
Total Download : 4126361
Total Read : 349923
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Description : Read Now Medical Informatics by Hsinchun Chen, Sherrilynne S. Fuller, Carol Friedman, William Hersh and you can download with pub, pdf, txt, doc, and more file format with free account. comprehensively presents the foundations and leading application research in medical informatics/biomedicine. the concepts and techniques are illustrated with detailed case studies. authors are widely recognized professors and researchers in schools of medicine and information systems from the university of arizona, university of washington, columbia university, and oregon health & science university. related springer title, shortliffe: medical informatics, has sold over 8000 copies the title will be positioned at the upper division and graduate level medical informatics course and a reference work for practitioners in the field.

Advances in Data Mining Applications in E-Commerce, Medicine, and Knowledge Management

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Author by : Petra Perner
Languange Used : English, France, Spanish, Italia and chinese
Page : 112
Isbn : 3540461310
Identifier : 9783540461319
Release : 2003-08-02
Publisher by : Springer
Category : Computers
Total Download : 4802456
Total Read : 9088723
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Description : Read Now Advances In Data Mining by Petra Perner and you can download with pub, pdf, txt, doc, and more file format with free account. this book presents papers describing selected projects on the topic of data mining in fields like e commerce, medicine, and knowledge management. the objective is to report on current results and at the same time to give a review on the present activities in this field in germany. an effort has been made to include the latest scientific results, as well as lead the reader to the various fields of activity and the problems related to them. knowledge discovery on the basis of web data is a wide and fast growing area. e commerce is the principal theme of motivation in this field, as companies invest large sums in the electronic market, in order to maximize their profits and minimize their risks. other applications are telelearning, teleteaching, service support, and citizen information systems. concerning these applications, there is a great need to understand and support the user by means of recommendation systems, adaptive information systems, as well as by personalization. in this respect giudici and blanc present in their paper procedures for the generation of associative models from the tracking behavior of the user. perner and fiss present in their paper a strategy for intelligent e marketing with web mining and personalization. methods and procedures for the generation of associative rules are presented in the paper by hipp, güntzer, and nakhaeidizadeh.

Social and Political Implications of Data Mining: Knowledge Management in E-Government Knowledge Management in E-Government

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Author by : Rahman, Hakikur
Languange Used : English, France, Spanish, Italia and chinese
Page : 378
Isbn : 1605662313
Identifier : 9781605662312
Release : 2009-02-28
Publisher by : IGI Global
Category : Computers
Total Download : 3494200
Total Read : 3515979
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Description : Read Now Social And Political Implications Of Data Mining Knowledge Management In E Government by Rahman, Hakikur and you can download with pub, pdf, txt, doc, and more file format with free account. "this book focuses on the data mining and knowledge management implications that lie within online government"--provided by publisher.

Data Mining Applications for Empowering Knowledge Societies

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Author by : Rahman, Hakikur
Languange Used : English, France, Spanish, Italia and chinese
Page : 356
Isbn : 1599046598
Identifier : 9781599046594
Release : 2008-07-31
Publisher by : IGI Global
Category : Technology & Engineering
Total Download : 4886259
Total Read : 2655961
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Description : Read Now Data Mining Applications For Empowering Knowledge Societies by Rahman, Hakikur and you can download with pub, pdf, txt, doc, and more file format with free account. presents an overview of the main issues of data mining, including its classification, regression, clustering, and ethical issues. provides readers with knowledge enhancing processes as well as a wide spectrum of data mining applications.

Terrorism Informatics Knowledge Management and Data Mining for Homeland Security

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Author by : Hsinchun Chen, Edna Reid, Joshua Sinai, Andrew Silke, Boaz Ganor
Languange Used : English, France, Spanish, Italia and chinese
Page : 558
Isbn : 0387716130
Identifier : 9780387716138
Release : 2008-06-17
Publisher by : Springer Science & Business Media
Category : Business & Economics
Total Download : 1364041
Total Read : 4396106
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Description : Read Now Terrorism Informatics by Hsinchun Chen, Edna Reid, Joshua Sinai, Andrew Silke, Boaz Ganor and you can download with pub, pdf, txt, doc, and more file format with free account. this book is nothing less than a complete and comprehensive survey of the state-of-the-art of terrorism informatics. it covers the application of advanced methodologies and information fusion and analysis. it also lays out techniques to acquire, integrate, process, analyze, and manage the diversity of terrorism-related information for international and homeland security-related applications. the book details three major areas of terrorism research: prevention, detection, and established governmental responses to terrorism. it systematically examines the current and ongoing research, including recent case studies and application of terrorism informatics techniques. the coverage then presents the critical and relevant social/technical areas to terrorism research including social, privacy, data confidentiality, and legal challenges.

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
Total Download : 89420
Total Read : 5629247
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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.

RapidMiner Data Mining Use Cases and Business Analytics Applications

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Author by : Markus Hofmann, Ralf Klinkenberg
Languange Used : English, France, Spanish, Italia and chinese
Page : 525
Isbn : 1482205505
Identifier : 9781482205503
Release : 2016-04-19
Publisher by : CRC Press
Category : Business & Economics
Total Download : 6132440
Total Read : 3140583
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Description : Read Now Rapidminer by Markus Hofmann, Ralf Klinkenberg and you can download with pub, pdf, txt, doc, and more file format with free account. powerful, flexible tools for a data-driven world as the data deluge continues in today’s world, the need to master data mining, predictive analytics, and business analytics has never been greater. these techniques and tools provide unprecedented insights into data, enabling better decision making and forecasting, and ultimately the solution of increasingly complex problems. learn from the creators of the rapidminer software written by leaders in the data mining community, including the developers of the rapidminer software, rapidminer: data mining use cases and business analytics applications provides an in-depth introduction to the application of data mining and business analytics techniques and tools in scientific research, medicine, industry, commerce, and diverse other sectors. it presents the most powerful and flexible open source software solutions: rapidminer and rapidanalytics. the software and their extensions can be freely downloaded at www.rapidminer.com. understand each stage of the data mining process the book and software tools cover all relevant steps of the data mining process, from data loading, transformation, integration, aggregation, and visualization to automated feature selection, automated parameter and process optimization, and integration with other tools, such as r packages or your it infrastructure via web services. the book and software also extensively discuss the analysis of unstructured data, including text and image mining. easily implement analytics approaches using rapidminer and rapidanalytics each chapter describes an application, how to approach it with data mining methods, and how to implement it with rapidminer and rapidanalytics. these application-oriented chapters give you not only the necessary analytics to solve problems and tasks, but also reproducible, step-by-step descriptions of using rapidminer and rapidanalytics. the case studies serve as blueprints for your own data mining applications, enabling you to effectively solve similar problems.

ICICKM2015-12th International Conference on Intellectual Capital Knowledge Management & Organisational Learning ICICKM2015

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Author by : Vincent Ribière and Lugkana Worasinchai
Languange Used : English, France, Spanish, Italia and chinese
Page : 470
Isbn : 1910810738
Identifier : 9781910810736
Release : 2015-10-20
Publisher by : Academic Conferences and publishing limited
Category : Business & Economics
Total Download : 4121352
Total Read : 3920248
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Temporal Data Mining

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Author by : Theophano Mitsa
Languange Used : English, France, Spanish, Italia and chinese
Page : 395
Isbn : 9781420089776
Identifier : 1420089773
Release : 2010-03-10
Publisher by : CRC Press
Category : Computers
Total Download : 4716976
Total Read : 8257708
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Description : Read Now Temporal Data Mining by Theophano Mitsa and you can download with pub, pdf, txt, doc, and more file format with free account. temporal data mining deals with the harvesting of useful information from temporal data. new initiatives in health care and business organizations have increased the importance of temporal information in data today. from basic data mining concepts to state-of-the-art advances, temporal data mining covers the theory of this subject as well as its application in a variety of fields. it discusses the incorporation of temporality in databases as well as temporal data representation, similarity computation, data classification, clustering, pattern discovery, and prediction. the book also explores the use of temporal data mining in medicine and biomedical informatics, business and industrial applications, web usage mining, and spatiotemporal data mining. along with various state-of-the-art algorithms, each chapter includes detailed references and short descriptions of relevant algorithms and techniques described in other references. in the appendices, the author explains how data mining fits the overall goal of an organization and how these data can be interpreted for the purpose of characterizing a population. she also provides programs written in the java language that implement some of the algorithms presented in the first chapter. check out the author's blog at http://theophanomitsa.wordpress.com/

Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects 8th Industrial Conference, ICDM 2008 Leipzig, Germany, July 16-18, 2008, Proceedings

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Author by : Petra Perner
Languange Used : English, France, Spanish, Italia and chinese
Page : 428
Isbn : 3540707174
Identifier : 9783540707172
Release : 2008-07-07
Publisher by : Springer Science & Business Media
Category : Computers
Total Download : 9213238
Total Read : 4157389
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Description : Read Now Advances In Data Mining Medical Applications E Commerce Marketing And Theoretical Aspects by Petra Perner and you can download with pub, pdf, txt, doc, and more file format with free account. icdm / mldm medaillie (limited edition) meissner porcellan, the “white gold” of king august the strongest of saxonia icdm 2008 was the eighth event of the industrial conference on data mining held in leipzig (www.data-mining-forum.de). for this edition the program committee received 116 submissions from 20 countries. after the peer-review process, we accepted 36 high-quality papers for oral presentation, which are included in these proceedings. the topics range from aspects of classification and prediction, clustering, web mining, data mining in medicine, applications of data mining, time series and frequent pattern mining, and association rule mining. thirteen papers were selected for poster presentations that are published in the icdm poster proceeding volume. in conjunction with icdm there were three workshops focusing on special hot application-oriented topics in data mining. the workshop data mining in life science dmls 2008 was held the third time this year and the workshop data mining in marketing dmm 2008 ran for the second time this year. additionally, we introduced an international workshop on case-based reasoning for multimedia data cbr-md.

Data Mining Applications with R

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Author by : Yanchang Zhao, Yonghua Cen
Languange Used : English, France, Spanish, Italia and chinese
Page : 514
Isbn : 0124115209
Identifier : 9780124115200
Release : 2013-11-26
Publisher by : Academic Press
Category : Computers
Total Download : 609449
Total Read : 5714967
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Description : Read Now Data Mining Applications With R by Yanchang Zhao, Yonghua Cen 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

Handbook of Statistical Analysis and Data Mining Applications

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Author by : Robert Nisbet, Gary Miner, Ken Yale
Languange Used : English, France, Spanish, Italia and chinese
Page : 822
Isbn : 0124166458
Identifier : 9780124166455
Release : 2017-11-09
Publisher by : Elsevier
Category : Mathematics
Total Download : 2183587
Total Read : 3148895
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Description : Read Now Handbook Of Statistical Analysis And Data Mining Applications by Robert Nisbet, Gary Miner, Ken Yale and you can download with pub, pdf, txt, doc, and more file format with free account. handbook of statistical analysis and data mining applications, second edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. the handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. this book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. it has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce. includes input by practitioners for practitioners includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models contains practical advice from successful real-world implementations brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications

Knowledge Discovery and Data Mining: Challenges and Realities Challenges and Realities

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Author by : Zhu, Xingquan
Languange Used : English, France, Spanish, Italia and chinese
Page : 290
Isbn : 1599042541
Identifier : 9781599042541
Release : 2007-04-30
Publisher by : IGI Global
Category : Computers
Total Download : 4769913
Total Read : 4763543
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Description : Read Now Knowledge Discovery And Data Mining Challenges And Realities by Zhu, Xingquan and you can download with pub, pdf, txt, doc, and more file format with free account. "this book provides a focal point for research and real-world data mining practitioners that advance knowledge discovery from low-quality data; it presents in-depth experiences and methodologies, providing theoretical and empirical guidance to users who have suffered from underlying low-quality data. contributions also focus on interdisciplinary collaborations among data quality, data processing, data mining, data privacy, and data sharing"--provided by publisher.

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
Total Download : 4692406
Total Read : 4508821
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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 in Biomedicine

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Author by : Panos M. Pardalos, Vladimir L. Boginski, Alkis Vazacopoulos
Languange Used : English, France, Spanish, Italia and chinese
Page : 582
Isbn : 038769319X
Identifier : 9780387693194
Release : 2008-12-10
Publisher by : Springer Science & Business Media
Category : Medical
Total Download : 4226277
Total Read : 5435673
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Description : Read Now Data Mining In Biomedicine by Panos M. Pardalos, Vladimir L. Boginski, Alkis Vazacopoulos and you can download with pub, pdf, txt, doc, and more file format with free account. this volume presents an extensive collection of contributions covering aspects of the exciting and important research field of data mining techniques in biomedicine. coverage includes new approaches for the analysis of biomedical data; applications of data mining techniques to real-life problems in medical practice; comprehensive reviews of recent trends in the field. the book addresses incorporation of data mining in fundamental areas of biomedical research: genomics, proteomics, protein characterization, and neuroscience.