Learning, Networks and Statistics
Published on 20. October 1997
Book
Paperback/Softback
VIII, 230 pages
978-3-211-82910-3 (ISBN)
Description
The contents of these proceedings reflect the intention of the organizers of the workshop to bring together scientists and engineers having a strong interest in interdisciplinary work in the fields of computer science, mathematics and applied statistics. Results of this collaboration are illustrated in problems dealing with neural nets, statistics and networks, classification and data mining, and (machine) learning.
More details
Series
Edition
1997 ed.
Language
English
Place of publication
Vienna
Austria
Publishing group
Springer Wien
Target group
Professional and scholarly
Research
Illustrations
23 s/w Abbildungen
VIII, 230 p. 23 illus.
Dimensions
Height: 244 mm
Width: 170 mm
Thickness: 14 mm
Weight
422 gr
ISBN-13
978-3-211-82910-3 (9783211829103)
DOI
10.1007/978-3-7091-2668-4
Schweitzer Classification
Other editions
Additional editions
Giacomo Della Riccia | Hans-Joachim Lenz | Rudolf Kruse
Learning, Networks and Statistics
E-Book
05/2014
Springer
€53.49
Available for download
Persons
Content
Neural Nets: Overtraining in Single-Layer Perceptrons; Neural Networks for Rapid Learning in Computer Vision and Robotics.- Statistics and Networks: Adaptive Market Simulation and Risk Assessment; Processing of Prior-Information in Statistics by Projections on Convex Cones.- Classification and Data Mining: Simultaneous Visualization and Clustering Methods as an Alternative to Kohonen Maps; Data analysis in Industry - A Practical Guideline; Fuzzy Shell Cluster Analysis; Automatic Construction of Decision Trees and Neural Nets for Classification Using Statistical Considerations; From the Art of KDD to the Science of KDD.- Machine Learning: Machine Learning: Between Accuracy and Interpretability; Preprocessing by a Cost-Sensitive Literal Reduction Algorithm: REDUCE; A General Framework for Supporting Relational Concept Learning; Machine Learning and Case-Based Reasoning: Their Potential Role in Preventing the Outbreak of Wars or in Ending Them.