Coverart for item
The Resource Mathematical methods for knowledge discovery and data mining, [edited by] Giovanni Felici, Carlo Vercellis

Mathematical methods for knowledge discovery and data mining, [edited by] Giovanni Felici, Carlo Vercellis

Label
Mathematical methods for knowledge discovery and data mining
Title
Mathematical methods for knowledge discovery and data mining
Statement of responsibility
[edited by] Giovanni Felici, Carlo Vercellis
Contributor
Subject
Language
eng
Summary
"This book focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; an invaluable resource for scholars and practitioners in the fields of biomedicine, engineering, finance, manufacturing, marketing, performance measurement, and telecommunications"--Provided by publisher
Dewey number
006.3/12
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Felici, Giovanni
  • Vercellis, Carlo
  • IGI Global
http://library.link/vocab/subjectName
  • Data mining
  • Data mining
  • Knowledge acquisition (Expert systems)
Target audience
  • adult
  • specialized
Label
Mathematical methods for knowledge discovery and data mining, [edited by] Giovanni Felici, Carlo Vercellis
Instantiates
Publication
Note
Title from PDF title page (viewed July 6, 2010)
Bibliography note
Includes bibliographical references (pages 338-360) and index
Contents
1. Discretization of rational data / Jonathan Mugan, Klaus Truemper -- 2. Vector DNF for datasets classifications / Massimo Liquori, Andrea Scozzari -- 3. Reducing a class of machine learning algorithms to logical commonsense reasoning operations / Xenia Naidenova -- 4. The analysis of service quality through stated preference models and rule-based classification / Giovanni Felici, Valerio Gatta -- 5. Support vector machines for business applications / Brian Lovell, Christian Walder -- 6. Kernel width selection for SVM classification / Ali Smith, Kate Smith -- 7. Protein folding classification through multicategory discrete SVM / Carlotta Orsenigo, Carlo Vercellis -- 8. Hierarchical profiling, scoring, and applications in bioinformatics / Li Liao -- 9. Hierarchical clustering using evolutionary algorithms / Monica Chis -- 10. Exploratory time series data mining by genetic clustering / T. Liao -- 11. Development of control signatures with a hybrid data mining and genetic algorithm / Alex Burns, Shital Shah, Andrew Kusiak -- 12. Bayesian belief networks for data cleaning / Enrico Fagiuoli, Sara, Fabio Stella -- 13. A comparison of revision schemes for cleaning labeling noise / Chuck Lam, David Stork -- 14. Improving web clickstream analysis / Paolo Baldini, Paolo Giudici -- 15. Advanced data mining and visualization techniques with probabilistic principal surfaces / Antonino Staiano [and others] -- 16. Spatial navigation assistance system for large virtual environments / Mehmed Kantardzic, Pedram Sadeghian, Walaa Sheta -- 17. Using grids for distributed knowledge discovery / Antonio Congiusta, Domenico Talia, Paolo Trunfio -- 18. Fuzzy Miner / Nikos Pelekis [and others] -- 19. Routing attribute data mining based on Rough Set Theory / Yanbing Liu, Menghao Wang, Jong Tang
Control code
ocn707615412
Extent
1 online resource (electronic texts (xxi, 369 pages
Form of item
online
Isbn
9781599045306
Other control number
10.4018/978-1-59904-528-3
Other physical details
illustrations))
Specific material designation
remote
System control number
(OCoLC)707615412
Label
Mathematical methods for knowledge discovery and data mining, [edited by] Giovanni Felici, Carlo Vercellis
Publication
Note
Title from PDF title page (viewed July 6, 2010)
Bibliography note
Includes bibliographical references (pages 338-360) and index
Contents
1. Discretization of rational data / Jonathan Mugan, Klaus Truemper -- 2. Vector DNF for datasets classifications / Massimo Liquori, Andrea Scozzari -- 3. Reducing a class of machine learning algorithms to logical commonsense reasoning operations / Xenia Naidenova -- 4. The analysis of service quality through stated preference models and rule-based classification / Giovanni Felici, Valerio Gatta -- 5. Support vector machines for business applications / Brian Lovell, Christian Walder -- 6. Kernel width selection for SVM classification / Ali Smith, Kate Smith -- 7. Protein folding classification through multicategory discrete SVM / Carlotta Orsenigo, Carlo Vercellis -- 8. Hierarchical profiling, scoring, and applications in bioinformatics / Li Liao -- 9. Hierarchical clustering using evolutionary algorithms / Monica Chis -- 10. Exploratory time series data mining by genetic clustering / T. Liao -- 11. Development of control signatures with a hybrid data mining and genetic algorithm / Alex Burns, Shital Shah, Andrew Kusiak -- 12. Bayesian belief networks for data cleaning / Enrico Fagiuoli, Sara, Fabio Stella -- 13. A comparison of revision schemes for cleaning labeling noise / Chuck Lam, David Stork -- 14. Improving web clickstream analysis / Paolo Baldini, Paolo Giudici -- 15. Advanced data mining and visualization techniques with probabilistic principal surfaces / Antonino Staiano [and others] -- 16. Spatial navigation assistance system for large virtual environments / Mehmed Kantardzic, Pedram Sadeghian, Walaa Sheta -- 17. Using grids for distributed knowledge discovery / Antonio Congiusta, Domenico Talia, Paolo Trunfio -- 18. Fuzzy Miner / Nikos Pelekis [and others] -- 19. Routing attribute data mining based on Rough Set Theory / Yanbing Liu, Menghao Wang, Jong Tang
Control code
ocn707615412
Extent
1 online resource (electronic texts (xxi, 369 pages
Form of item
online
Isbn
9781599045306
Other control number
10.4018/978-1-59904-528-3
Other physical details
illustrations))
Specific material designation
remote
System control number
(OCoLC)707615412

Library Locations

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