This thoroughly refereed and well organized collection of papers is largely based on papers originally presented at the IJCAI'95 Workshop on Fuzzy Logic in AI, held in Montreal, Canada, in August 1995. Additionally, a few papers were invited in order to round off the scope and competent coverage of relevant topics.
The 20 revised full papers included are organized in sections on hybrid and novel architectures, machine learning and data mining, image processing and computer vision, and theoretical developments. Focusing on the most pressing problems of AI, the volume supports the view that fuzzy systems combined with traditional AI leads the move towards the next generation of intelligent systems.
Author(s): Ronald R. Yager (auth.), Trevor P. Martin, Anca L. Ralescu (eds.)
Series: Lecture Notes in Computer Science 1188 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 1997
Language: English
Pages: 282
Tags: Artificial Intelligence (incl. Robotics); Mathematical Logic and Formal Languages; Control Engineering
Constructing prioritized fuzzy models....Pages 1-13
Integrating activities with neurofuzzy distributed systems....Pages 14-28
The use of fuzzy representation in a CBR system for mesh design....Pages 29-43
FLIP++ a fuzzy logic inference processor library....Pages 44-56
Fuzzy reasoning and applications for intelligent scheduling of robots....Pages 57-68
Fuzzy Logic as interfacing technique in hybrid AI-systems....Pages 69-80
Extracting knowledge from data using an intelligent fuzzy data browser....Pages 81-100
Fuzzy systems with learning capability....Pages 101-115
Automatic knowledge base tuning....Pages 116-127
A fuzzy-based approach to the analysis of financial investments....Pages 128-143
Searching for the organizational memory using fuzzy modeling....Pages 144-152
Fuzzy geodesic distance in images....Pages 153-166
Using fuzzy information in knowledge guided segmentation of brain tumors....Pages 167-181
FEDGE — Fuzzy edge detection by Fuzzy Categorization and Classification of edges....Pages 182-196
Towards hybrid spatial reasoning....Pages 197-206
Mobile robot localization using fuzzy maps....Pages 207-224
Structure cognition from images....Pages 225-239
Towards possibilistic decision theory....Pages 240-251
Measurement-theoretic frameworks for fuzzy set theory....Pages 252-265
A resemblance approach to analogical reasoning functions....Pages 266-272
