product iamge

Modeling Decisions for Artificial Intelligence: First International Conference, MDAI 2004, Barcelona, Spain, August 2-4, 2004. Proceedings

This document was uploaded by one of our users. The uploader already confirmed that they had the permission to publish it. If you are author/publisher or own the copyright of this documents, please report to us by using this DMCA report form.

Download
Search on Amazon

Simply click on the Download Book button.

Yes, Book downloads on Ebookily are 100% Free.

Sometimes the book is free on Amazon As well, so go ahead and hit "Search on Amazon"

This book constitutes the refereed proceedings of the First International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2004, held in Barcelona, Spain in August 2004.

The 26 revised full papers presented together with 4 invited papers were carefully reviewed and selected from 53 submissions. The papers are devoted to topics like models for information fusion, aggregation operators, model selection, fuzzy integrals, fuzzy sets, fuzzy multisets, neural learning, rule-based classification systems, fuzzy association rules, algorithmic learning, diagnosis, text categorization, unsupervised aggregation, the Choquet integral, group decision making, preference relations, vague knowledge processing, etc.

Author(s): Yoichiro Maeda (auth.), Vicenç Torra, Yasuo Narukawa (eds.)
Series: Lecture Notes in Computer Science 3131 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2004

Language: English
Pages: 330
Tags: Artificial Intelligence (incl. Robotics); Mathematical Logic and Formal Languages; Computation by Abstract Devices; Database Management; Simulation and Modeling; Operations Research/Decision Theory

Front Matter....Pages -
Introduction to RoboCup Research in Japan....Pages 1-6
Fuzzy Integrals....Pages 7-14
Fuzzy Qualitative Models to Evaluate the Quality on the Web....Pages 15-26
Multisets and Fuzzy Multisets as a Framework of Information Systems....Pages 27-40
Stock Price Forecasting: Statistical, Classical and Fuzzy Neural Network Approach....Pages 41-48
Wavelet Time Shift Properties Integration with Support Vector Machines....Pages 49-59
A Study on Weighting Training Patterns for Fuzzy Rule-Based Classification Systems....Pages 60-69
A Machine Learning Approach for Modeling Algorithm Performance Predictors....Pages 70-80
A Novel Network Traffic Analysis Method Based on Fuzzy Association Rules....Pages 81-91
Quantum Computing Based Machine Learning Method and Its Application in Radar Emitter Signal Recognition....Pages 92-103
Modeling the Distributed Control of the Lower Urinary Tract Using a Multiagent System....Pages 104-114
Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases....Pages 115-126
Combining Multiple Classifiers Using Dempster’s Rule of Combination for Text Categorization....Pages 127-138
An Empirical Analysis of Assessment Errors for Weights and Andness in LSP Criteria....Pages 139-150
Reliability of LSP Criteria....Pages 151-162
Unsupervised Aggregation by the Choquet Integral Based on Entropy Functionals: Application to the Evaluation of Students....Pages 163-174
Preservation of Distinguished Fuzzy Measure Classes by Distortion....Pages 175-182
Decision Modelling Using the Choquet Integral....Pages 183-193
Measurements of Consensus in Multi-granular Linguistic Group Decision-Making....Pages 194-204
On Detecting Interactions in Hayashi’s Second Method of Quantification....Pages 205-214
A Generalization of Symbolic Data Analysis Allowing the Processing of Fuzzy Granules....Pages 215-226
A Learning Procedure to Estimate Missing Values in Fuzzy Preference Relations Based on Additive Consistency....Pages 227-238
Decision Making in a Dynamic System Based on Aggregated Fuzzy Preferences....Pages 239-251
Object Positioning Based on Partial Preferences....Pages 252-259
A Comparative Study of Clustering Methods for Long Time-Series Medical Databases....Pages 260-272
Fuzzy Multiset Model and Methods of Nonlinear Document Clustering for Information Retrieval....Pages 273-283
A Feature Weighting Approach to Building Classification Models by Interactive Clustering....Pages 284-294
A Framework for Representation and Manipulation of Vague Knowledge....Pages 295-305
Comparing Transitive Closure with a New T-transitivization Method....Pages 306-315
On the Interpretation of Some Fuzzy Integrals....Pages 316-327
Back Matter....Pages -