Coverart for item
The Resource Data mining applications using artificial adaptive systems, William J. Tastle, editor

Data mining applications using artificial adaptive systems, William J. Tastle, editor

Label
Data mining applications using artificial adaptive systems
Title
Data mining applications using artificial adaptive systems
Statement of responsibility
William J. Tastle, editor
Contributor
Subject
Language
eng
Summary
This volume directly addresses the complexities involved in data mining and the development of new algorithms, built on an underlying theory consisting of linear and non-linear dynamics, data selection, filtering, and analysis, while including analytical projection and prediction. The results derived from the analysis are then further manipulated such that a visual representation is derived with an accompanying analysis. The book brings very current methods of analysis to the forefront of the discipline, provides researchers and practitioners the mathematical underpinning of the algorithms, and the non-specialist with a visual representation such that a valid understanding of the meaning of the adaptive system can be attained with careful attention to the visual representation. The book presents, as a collection of documents, sophisticated and meaningful methods that can be immediately understood and applied to various other disciplines of research. The content is composed of chapters addressing: An application of adaptive systems methodology in the field of post-radiation treatment involving brain volume differences in children;A new adaptive system for computer-aided diagnosis of the characterization of lung nodules;A new method of multi-dimensional scaling with minimal loss of information;A description of the semantics of point spaces with an application on the analysis of terrorist attacks in Afghanistan;The description of a new family of meta-classifiers;A new method of optimal informational sorting;A general method for the unsupervised adaptive classification for learning; and the presentation of two new theories, one in target diffusion and the other in twisting theory
Is part of
Cataloging source
GW5XE
Dewey number
006.3/12
Index
no index present
Language note
English
LC call number
QA76.9.D343
LC item number
D38 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
QA 76.9.D343
http://library.link/vocab/relatedWorkOrContributorName
Tastle, William J
http://library.link/vocab/subjectName
  • Data mining
  • Artificial intelligence
  • Self-adaptive software
  • Data Mining
  • Artificial Intelligence
  • Software
  • COMPUTERS
  • Artificial intelligence
  • Data mining
  • Self-adaptive software
Label
Data mining applications using artificial adaptive systems, William J. Tastle, editor
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Meta Net: A New Meta-Classifier Family
  • Massimo Buscema, William J. Tastle and Stefano Terzi
  • Optimal Informational Sorting: The ACS-ULA Approach
  • Massimo Buscema and Pier Luigi Sacco
  • GUACAMOLE: A New Paradigm for Unsupervised Competitive Learning
  • Massimo Buscema and Pier Luigi Sacco
  • Spatiotemporal Mining: A Systematic Approach to Discrete Diffusion Models for Time and Space Extrapolation
  • Massimo Buscema, Pier Luigi Sacco, Enzo Grossi and Weldon A. Lodwick
  • Assessing Post-Radiotherapy Treatment Involving Brain Volume Differences in Children: An Application of Adaptive Systems Methodology
  • Massimo Buscema, Francis Newman, Giulia Massini, Enzo Grossi and William J. Tastle, et al.
  • J-Net: An Adaptive System for Computer-Aided Diagnosis in Lung Nodule Characterization
  • Massimo Buscema, Roberto Passariello, Enzo Grossi, Giulia Massini and Francesco Fraioli, et al.
  • Population Algorithm: A New Method of Multi-Dimensional Scaling
  • Giulia Massini, Stefano Terzi and Massimo Buscema
  • Semantics of Point Spaces Through the Topological Weighted Centroid and Other Mathematical Quantities: Theory and Applications
  • Massimo Buscema, Marco Breda, Enzo Grossi, Luigi Catzola and Pier Luigi Sacco
Control code
808818336
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781461442233
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-4223-3
http://library.link/vocab/ext/overdrive/overdriveId
393634
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)808818336
Label
Data mining applications using artificial adaptive systems, William J. Tastle, editor
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Meta Net: A New Meta-Classifier Family
  • Massimo Buscema, William J. Tastle and Stefano Terzi
  • Optimal Informational Sorting: The ACS-ULA Approach
  • Massimo Buscema and Pier Luigi Sacco
  • GUACAMOLE: A New Paradigm for Unsupervised Competitive Learning
  • Massimo Buscema and Pier Luigi Sacco
  • Spatiotemporal Mining: A Systematic Approach to Discrete Diffusion Models for Time and Space Extrapolation
  • Massimo Buscema, Pier Luigi Sacco, Enzo Grossi and Weldon A. Lodwick
  • Assessing Post-Radiotherapy Treatment Involving Brain Volume Differences in Children: An Application of Adaptive Systems Methodology
  • Massimo Buscema, Francis Newman, Giulia Massini, Enzo Grossi and William J. Tastle, et al.
  • J-Net: An Adaptive System for Computer-Aided Diagnosis in Lung Nodule Characterization
  • Massimo Buscema, Roberto Passariello, Enzo Grossi, Giulia Massini and Francesco Fraioli, et al.
  • Population Algorithm: A New Method of Multi-Dimensional Scaling
  • Giulia Massini, Stefano Terzi and Massimo Buscema
  • Semantics of Point Spaces Through the Topological Weighted Centroid and Other Mathematical Quantities: Theory and Applications
  • Massimo Buscema, Marco Breda, Enzo Grossi, Luigi Catzola and Pier Luigi Sacco
Control code
808818336
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781461442233
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-4223-3
http://library.link/vocab/ext/overdrive/overdriveId
393634
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)808818336

Library Locations

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      38.946102 -92.330125
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