Advances In Data Mining

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Recent Advances in Data Mining of Enterprise Data Algorithms and Applications

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Author by : T. Warren Liao
Languange Used : English, France, Spanish, Italia and chinese
Page : 786
Isbn : 9812779868
Identifier : 9789812779861
Release : 2008-01-15
Publisher by : World Scientific
Category : Business enterprises
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Description : Read Now Recent Advances In Data Mining Of Enterprise Data by T. Warren Liao and you can download with pub, pdf, txt, doc, and more file format with free account. the main goal of the new field of data mining is the analysis of large and complex datasets. some very important datasets may be derived from business and industrial activities. this kind of data is known as oc enterprise dataoco. the common characteristic of such datasets is that the analyst wishes to analyze them for the purpose of designing a more cost-effective strategy for optimizing some type of performance measure, such as reducing production time, improving quality, eliminating wastes, or maximizing profit. data in this category may describe different scheduling scenarios in a manufacturing environment, quality control of some process, fault diagnosis in the operation of a machine or process, risk analysis when issuing credit to applicants, management of supply chains in a manufacturing system, or data for business related decision-making. sample chapter(s). foreword (37 kb). chapter 1: enterprise data mining: a review and research directions (655 kb). contents: enterprise data mining: a review and research directions (t w liao); application and comparison of classification techniques in controlling credit risk (l yu et al.); predictive classification with imbalanced enterprise data (s daskalaki et al.); data mining applications of process platform formation for high variety production (j jiao & l zhang); multivariate control charts from a data mining perspective (g c porzio & g ragozini); maintenance planning using enterprise data mining (l p khoo et al.); mining images of cell-based assays (p perner); support vector machines and applications (t b trafalis & o o oladunni); a survey of manifold-based learning methods (x huo et al.); and other papers. readership: graduate students in engineering, computer science, and business schools; researchers and practioners of data mining with emphazis of enterprise data mining."

Author by : Petra Perner
Languange Used : English, France, Spanish, Italia and chinese
Page : 176
Isbn : 9783540240549
Identifier : 3540240543
Release : 2004-12-09
Publisher by : Springer Science & Business Media
Category : Computers
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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. the industrial conference on data mining icdm-leipzig was the fourth meeting in a series of annual events which started in 2000, organized by the institute of computer vision and applied computer sciences (ibai) in leipzig. the mission of the conference is to bring together researchers and people from industry in order to discuss together new trends and applications in data mining. this year a broad spectrum of work of different applications was presented ranging from image mining, medicine and biotechnology, management and environmental control, to telecommunications. besides that an industrial exhibition showed the successful application of data mining methods by industries in different areas such as medical devices, mass data management systems, data mining tools, etc. during the discussion many projects were inspired leading to new and joint work. the fruitful discussions, the exchange of ideas and the spirit of the conference made it a remarkable event for both sides, industry and research. we would like to express our appreciation to the reviewers for their precise and highly professional work. we appreciate the help and understanding of the editorial staff at springer and in particular alfred hofmann, who supported the publication of these proceedings in the lnai series. last, but not least, we wish to thank all speakers, participants and industrial exhibitors who contributed to the success of the conference. we are looking forward to welcoming you to icdm 2005 (www.data-mini- forum.de) and to the new work you will present there.

Advances in Data Mining: Applications and Theoretical Aspects 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings

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Author by : Petra Perner
Languange Used : English, France, Spanish, Italia and chinese
Page : 654
Isbn : 3642143997
Identifier : 9783642143991
Release : 2010-07-05
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Advances In Data Mining Applications And Theoretical Aspects by Petra Perner and you can download with pub, pdf, txt, doc, and more file format with free account. these are the proceedings of the tenth event of the industrial conference on data mining icdm held in berlin (www.data-mining-forum.de). for this edition the program committee received 175 submissions. after the pe- review process, we accepted 49 high-quality papers for oral presentation that are included in this book. the topics range from theoretical aspects of data mining to app- cations of data mining such as on multimedia data, in marketing, finance and telec- munication, in medicine and agriculture, and in process control, industry and society. extended versions of selected papers will appear in the international journal trans- tions on machine learning and data mining (www.ibai-publishing.org/journal/mldm). ten papers were selected for poster presentations and are published in the icdm poster proceeding volume by ibai-publishing (www.ibai-publishing.org). in conjunction with icdm four workshops were held on special hot applicati- oriented topics in data mining: data mining in marketing dmm, data mining in lifescience dmls, the workshop on case-based reasoning for multimedia data cbr-md, and the workshop on data mining in agriculture dma. the workshop on data mining in agriculture ran for the first time this year. all workshop papers will be published in the workshop proceedings by ibai-publishing (www.ibai-publishing.org). selected papers of cbr-md will be published in a special issue of the international journal transactions on case-based reasoning (www.ibai-publishing.org/journal/cbr).

Advances in Machine Learning and Data Mining for Astronomy

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Author by : Michael J. Way
Languange Used : English, France, Spanish, Italia and chinese
Page : 744
Isbn : 143984173X
Identifier : 9781439841730
Release : 2012-03-29
Publisher by : CRC Press
Category : Computers
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Description : Read Now Advances In Machine Learning And Data Mining For Astronomy by Michael J. Way and you can download with pub, pdf, txt, doc, and more file format with free account. advances in machine learning and data mining for astronomy documents numerous successful collaborations among computer scientists, statisticians, and astronomers who illustrate the application of state-of-the-art machine learning and data mining techniques in astronomy. due to the massive amount and complexity of data in most scientific disciplines, the material discussed in this text transcends traditional boundaries between various areas in the sciences and computer science. the book’s introductory part provides context to issues in the astronomical sciences that are also important to health, social, and physical sciences, particularly probabilistic and statistical aspects of classification and cluster analysis. the next part describes a number of astrophysics case studies that leverage a range of machine learning and data mining technologies. in the last part, developers of algorithms and practitioners of machine learning and data mining show how these tools and techniques are used in astronomical applications. with contributions from leading astronomers and computer scientists, this book is a practical guide to many of the most important developments in machine learning, data mining, and statistics. it explores how these advances can solve current and future problems in astronomy and looks at how they could lead to the creation of entirely new algorithms within the data mining community.

Advances in Data Mining. Applications and Theoretical Aspects 17th Industrial Conference, ICDM 2017, New York, NY, USA, July 12-13, 2017, Proceedings

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Author by : Petra Perner
Languange Used : English, France, Spanish, Italia and chinese
Page : 346
Isbn : 3319627015
Identifier : 9783319627014
Release : 2017-06-30
Publisher by : Springer
Category : Computers
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Description : Read Now Advances In Data Mining Applications And Theoretical Aspects by Petra Perner and you can download with pub, pdf, txt, doc, and more file format with free account. this book constitutes the refereed proceedings of the 17th industrial conference on advances in data mining, icdm 2017, held in new york, ny, usa, in july 2017. the 27 revised full papers presented were carefully reviewed and selected from 71 submissions. the topics range from theoretical aspects of data mining to applications of data mining, such as in multimedia data, in marketing, in medicine, and in process control in industry and society.

Data Mining in E-learning

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Author by : Cristobal Romero
Languange Used : English, France, Spanish, Italia and chinese
Page : 300
Isbn : 1845641523
Identifier : 9781845641528
Release : 2006-01
Publisher by : WIT Press
Category : Computers
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Description : Read Now Data Mining In E Learning by Cristobal Romero and you can download with pub, pdf, txt, doc, and more file format with free account. the development of e-learning systems, particularly, web-based education systems, has increased exponentially in recent years. following this line, one of the most promising areas is the application of knowledge extraction. as one of the first of its kind, this book presents an introduction to e-learning systems, data mining concepts and the interaction between both areas.

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
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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.

Visual and Spatial Analysis Advances in Data Mining, Reasoning, and Problem Solving

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Author by : Boris Kovalerchuk
Languange Used : English, France, Spanish, Italia and chinese
Page : 576
Isbn : 1402029586
Identifier : 9781402029585
Release : 2007-11-06
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Visual And Spatial Analysis by Boris Kovalerchuk and you can download with pub, pdf, txt, doc, and more file format with free account. advanced visual analysis and problem solving has been conducted successfully for millennia. the pythagorean theorem was proven using visual means more than 2000 years ago. in the 19th century, john snow stopped a cholera epidemic in london by proposing that a specific water pump be shut down. he discovered that pump by visually correlating data on a city map. the goal of this book is to present the current trends in visual and spatial analysis for data mining, reasoning, problem solving and decision-making. this is the first book to focus on visual decision making and problem solving in general with specific applications in the geospatial domain - combining theory with real-world practice. the book is unique in its integration of modern symbolic and visual approaches to decision making and problem solving. as such, it ties together much of the monograph and textbook literature in these emerging areas. this book contains 21 chapters that have been grouped into five parts: (1) visual problem solving and decision making, (2) visual and heterogeneous reasoning, (3) visual correlation, (4) visual and spatial data mining, and (5) visual and spatial problem solving in geospatial domains. each chapter ends with a summary and exercises. the book is intended for professionals and graduate students in computer science, applied mathematics, imaging science and geospatial information systems (gis). in addition to being a state-of-the-art research compilation, this book can be used a text for advanced courses on the subjects such as modeling, computer graphics, visualization, image processing, data mining, gis, and algorithm analysis.

Big Data Management, Technologies, and Applications

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Author by : Hu, Wen-Chen
Languange Used : English, France, Spanish, Italia and chinese
Page : 342
Isbn : 1466647000
Identifier : 9781466647008
Release : 2013-10-31
Publisher by : IGI Global
Category : Computers
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Description : Read Now Big Data Management Technologies And Applications by Hu, Wen-Chen and you can download with pub, pdf, txt, doc, and more file format with free account. "this book discusses the exponential growth of information size and the innovative methods for data capture, storage, sharing, and analysis for big data"--provided by publisher.

Foundations and Advances in Data Mining

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Author by : Wesley Chu
Languange Used : English, France, Spanish, Italia and chinese
Page : 342
Isbn : 9783540250579
Identifier : 3540250573
Release : 2005-09-15
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Foundations And Advances In Data Mining by Wesley Chu and you can download with pub, pdf, txt, doc, and more file format with free account. with the growing use of information technology and the recent advances in web systems, the amount of data available to users has increased exponentially. thus, there is a critical need to understand the content of the data. as a result, data-mining has become a popular research topic in recent years for the treatment of the "data rich and information poor" syndrome. in this carefully edited volume a theoretical foundation as well as important new directions for data-mining research are presented. it brings together a set of well respected data mining theoreticians and researchers with practical data mining experiences. the presented theories will give data mining practitioners a scientific perspective in data mining and thus provide more insight into their problems, and the provided new data mining topics can be expected to stimulate further research in these important directions.

Exploring the Convergence of Big Data and the Internet of Things

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Author by : Prasad, A.V. Krishna
Languange Used : English, France, Spanish, Italia and chinese
Page : 332
Isbn : 1522529489
Identifier : 9781522529484
Release : 2017-08-11
Publisher by : IGI Global
Category : Computers
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Description : Read Now Exploring The Convergence Of Big Data And The Internet Of Things by Prasad, A.V. Krishna and you can download with pub, pdf, txt, doc, and more file format with free account. the growth of internet use and technologies has increased exponentially within the business sector. when utilized properly, these applications can enhance business functions and make them easier to perform. exploring the convergence of big data and the internet of things is a pivotal reference source featuring the latest empirical research on the business use of computing devices to send and receive data in conjunction with analytic applications to reduce maintenance costs, avoid equipment failures, and improve business operations. including research on a broad range of topics such as supply chain, aquaculture, and speech recognition systems, this book is ideally designed for researchers, academicians, and practitioners seeking current research on various technology uses in business.

Advances in Data Analysis Theory and Applications to Reliability and Inference, Data Mining, Bioinformatics, Lifetime Data, and Neural Networks

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Author by : Christos H. Skiadas
Languange Used : English, France, Spanish, Italia and chinese
Page : 364
Isbn : 0817647996
Identifier : 9780817647995
Release : 2009-11-25
Publisher by : Springer Science & Business Media
Category : Mathematics
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Description : Read Now Advances In Data Analysis by Christos H. Skiadas and you can download with pub, pdf, txt, doc, and more file format with free account. this unified volume is a collection of invited chapters presenting recent developments in the field of data analysis, with applications to reliability and inference, data mining, bioinformatics, lifetime data, and neural networks. the book is a useful reference for graduate students, researchers, and practitioners in statistics, mathematics, engineering, economics, social science, bioengineering, and bioscience.