Principles Of Data Mining And Knowledge Discovery PDF Download

Principles of Data Mining and Knowledge Discovery PDF
Author: Jan Komorowski
Publisher: Springer Science & Business Media
ISBN: 9783540632238
Size: 26.41 MB
Format: PDF, ePub, Docs
Category : Business & Economics
Languages : en
Pages : 396
View: 2010

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Principles Of Data Mining And Knowledge Discovery Book Description:

This book constitutes the refereed proceedings of the First European Symposium on Principles of Data Mining and Knowledge Discovery, PKDD '97, held in Trondheim, Norway, in June 1997. The volume presents a total of 38 revised full papers together with abstracts of one invited talk and four tutorials. Among the topics covered are data and knowledge representation, statistical and probabilistic methods, logic-based approaches, man-machine interaction aspects, AI contributions, high performance computing support, machine learning, automated scientific discovery, quality assessment, and applications.

Principles Of Data Mining And Knowledge Discovery PDF Download

Principles of Data Mining and Knowledge Discovery PDF
Author: Jan Zytkow
Publisher: Springer Science & Business Media
ISBN: 3540664904
Size: 59.16 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 593
View: 2893

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Principles Of Data Mining And Knowledge Discovery Book Description:

This book constitutes the refereed proceedings of the Third European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD'99, held in Prague, Czech Republic in September 1999. The 28 revised full papers and 48 poster presentations were carefully reviewed and selected from 106 full papers submitted. The papers are organized in topical sections on time series, applications, taxonomies and partitions, logic methods, distributed and multirelational databases, text mining and feature selection, rules and induction, and interesting and unusual issues.

Principles Of Data Mining And Knowledge Discovery PDF Download

Principles of Data Mining and Knowledge Discovery PDF
Author: Djamel A. Zighed
Publisher: Springer Science & Business Media
ISBN: 354041066X
Size: 61.29 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 701
View: 5782

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Principles Of Data Mining And Knowledge Discovery Book Description:

This book constitutes the refereed proceedings of the 4th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2000, held in Lyon, France in September 2000. The 86 revised papers included in the book correspond to the 29 oral presentations and 57 posters presented at the conference. They were carefully reviewed and selected from 147 submissions. The book offers topical sections on new directions, rules and trees, databases and reward-based learning, classification, association rules and exceptions, instance-based discovery, clustering, and time series analysis.

Principles Of Data Mining And Knowledge Discovery PDF Download

Principles of Data Mining and Knowledge Discovery PDF
Author: Luc de Raedt
Publisher: Springer Science & Business Media
ISBN: 3540425349
Size: 51.18 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 514
View: 2465

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Principles Of Data Mining And Knowledge Discovery Book Description:

This book constitutes the refereed proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery, PKDD 2001, held in Freiburg, Germany, in September 2001. The 40 revised full papers presented together with four invited contributions were carefully reviewed and selected from close to 100 submissions. Among the topics addressed are hidden Markov models, text summarization, supervised learning, unsupervised learning, demographic data analysis, phenotype data mining, spatio-temporal clustering, Web-usage analysis, association rules, clustering algorithms, time series analysis, rule discovery, text categorization, self-organizing maps, filtering, reinforcemant learning, support vector machines, visual data mining, and machine learning.

Statistical Data Mining And Knowledge Discovery PDF Download

Statistical Data Mining and Knowledge Discovery PDF
Author: Hamparsum Bozdogan
Publisher: CRC Press
ISBN: 1135441022
Size: 34.93 MB
Format: PDF, Mobi
Category : Business & Economics
Languages : en
Pages : 624
View: 7337

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Statistical Data Mining And Knowledge Discovery Book Description:

Massive data sets pose a great challenge to many cross-disciplinary fields, including statistics. The high dimensionality and different data types and structures have now outstripped the capabilities of traditional statistical, graphical, and data visualization tools. Extracting useful information from such large data sets calls for novel approaches that meld concepts, tools, and techniques from diverse areas, such as computer science, statistics, artificial intelligence, and financial engineering. Statistical Data Mining and Knowledge Discovery brings together a stellar panel of experts to discuss and disseminate recent developments in data analysis techniques for data mining and knowledge extraction. This carefully edited collection provides a practical, multidisciplinary perspective on using statistical techniques in areas such as market segmentation, customer profiling, image and speech analysis, and fraud detection. The chapter authors, who include such luminaries as Arnold Zellner, S. James Press, Stephen Fienberg, and Edward K. Wegman, present novel approaches and innovative models and relate their experiences in using data mining techniques in a wide range of applications.

Data Mining And Medical Knowledge Management Cases And Applications PDF Download

Data Mining and Medical Knowledge Management  Cases and Applications PDF
Author: Berka, Petr
Publisher: IGI Global
ISBN: 1605662194
Size: 57.46 MB
Format: PDF
Category : Computers
Languages : en
Pages : 464
View: 602

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Data Mining And Medical Knowledge Management Cases And Applications Book Description:

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.

Multimedia Data Mining And Knowledge Discovery PDF Download

Multimedia Data Mining and Knowledge Discovery PDF
Author: Valery A. Petrushin
Publisher: Springer Science & Business Media
ISBN: 1846287995
Size: 41.79 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 521
View: 5629

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Multimedia Data Mining And Knowledge Discovery Book Description:

This volume provides an overview of multimedia data mining and knowledge discovery and discusses the variety of hot topics in multimedia data mining research. It describes the objectives and current tendencies in multimedia data mining research and their applications. Each part contains an overview of its chapters and leads the reader with a structured approach through the diverse subjects in the field.

Data Mining Applications For Empowering Knowledge Societies PDF Download

Data Mining Applications for Empowering Knowledge Societies PDF
Author: Rahman, Hakikur
Publisher: IGI Global
ISBN: 1599046598
Size: 61.43 MB
Format: PDF, ePub, Docs
Category : Technology & Engineering
Languages : en
Pages : 356
View: 4502

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Data Mining Applications For Empowering Knowledge Societies Book Description:

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.