Data Mining Applications Using Artificial Adaptive Systems

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Database Management, General Computing
Cover of the book Data Mining Applications Using Artificial Adaptive Systems by , Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9781461442233
Publisher: Springer New York Publication: August 27, 2012
Imprint: Springer Language: English
Author:
ISBN: 9781461442233
Publisher: Springer New York
Publication: August 27, 2012
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer New York

Cover of the book Teaching Mindfulness by
Cover of the book Cancer Caregiving in the United States by
Cover of the book Harmonic Analysis on Symmetric Spaces—Euclidean Space, the Sphere, and the Poincaré Upper Half-Plane by
Cover of the book Behavior Genetics of Psychopathology by
Cover of the book Foot and Ankle Arthroscopy by
Cover of the book Economics of Wildfire Management by
Cover of the book Military Geosciences and Desert Warfare by
Cover of the book Transitional Justice and Civil Society in the Balkans by
Cover of the book Case Studies of Near Misses in Clinical Anesthesia by
Cover of the book Biofuels by
Cover of the book The Psychological Science of Money by
Cover of the book Military and Veteran Mental Health by
Cover of the book Space Weather and Coronal Mass Ejections by
Cover of the book Brain Inspired Cognitive Systems 2008 by
Cover of the book Dropwise Condensation on Inclined Textured Surfaces by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy