Ebook: Modeling Decisions for Artificial Intelligence: Second International Conference, MDAI 2005, Tsukuba, Japan, July 25-27, 2005. Proceedings
- Tags: Artificial Intelligence (incl. Robotics), Computation by Abstract Devices, Mathematical Logic and Formal Languages, Database Management, Simulation and Modeling, Operations Research/Decision Theory
- Series: Lecture Notes in Computer Science 3558
- Year: 2005
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
This volume contains papers presented at the 2nd International Conference on Modeling Decisions for Arti?cial Intelligence (MDAI 2005), held in Tsukuba, Japan, July 25–27. This conference follows MDAI 2004 (held in Barcelona, Catalonia, Spain), the proceedings of which were also published in the LNAI series (Vol. 3131). The aim of this conference was to provide a forum for researchers to discuss about theory and tools for modeling decisions, as well as applications that - compass decision-making processes and information fusion techniques. In this second edition, special focus was given to applications related to risk, security and safety. The organizers received 118 papers, from 14 di?erent countries, 40 of which are published in this volume. Each submission received at least two reviews from the Program Committee and a few external reviewers. We would like to express our gratitude to them for their work. The plenary talks presented at the conference are also included in this volume. The conference was supported by the Department of Risk Engineering of the University of Tsukuba, the Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT), the Catalan Association for Arti?cial Intelligence (ACIA), the European Society for Fuzzy Logic and Technology (EUSFLAT) and the Generalitat de Catalunya (AGAUR 2004XT 0004).
This book constitutes the refereed proceedings of the Second International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2005, held in Tsukuba, Japan in July 2005.
The 40 revised full papers presented together with an introduction by the editors and 4 invited lectures were thoroughly reviewed and selected from 118 submissions. The papers are devoted to theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques. Special focus is given to applications related with risk, security and safety.
This book constitutes the refereed proceedings of the Second International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2005, held in Tsukuba, Japan in July 2005.
The 40 revised full papers presented together with an introduction by the editors and 4 invited lectures were thoroughly reviewed and selected from 118 submissions. The papers are devoted to theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques. Special focus is given to applications related with risk, security and safety.
Content:
Front Matter....Pages -
Modeling Decisions for Artificial Intelligence: Theory, Tools and Applications....Pages 1-8
Capacities and Games on Lattices: A Survey of Results....Pages 9-12
Cryptosystems Based on Elliptic Curve Pairing....Pages 13-23
Building a Brain-Informatics Portal on the Wisdom Web with a Multi-layer Grid: A New Challenge for Web Intelligence Research....Pages 24-35
Soft Computing in Human Centered Systems Thinking....Pages 36-46
Qualitative Model of Game Theory....Pages 47-58
Regularity Properties of Null-Additive Fuzzy Measure on Metric Spaces....Pages 59-66
A Statistical Criterion of Consistency in the Analytic Hierarchy Process....Pages 67-76
Evaluating the Airline Service Quality by Fuzzy OWA Operators....Pages 77-88
An Adaptive Module for the Consensus Reaching Process in Group Decision Making Problems....Pages 89-98
Qualitative Reasoning Model for Tradeoff Analysis....Pages 99-109
Evaluation of Control Performance of Multi-stage Fuzzy Reasoning in Anti-lock Braking System for Railways Using Fuzzy Reasoning....Pages 110-121
One-Way and Two-Party Authenticated ID-Based Key Agreement Protocols Using Pairing....Pages 122-133
Noise-Robust Watermarking for Numerical Datasets....Pages 134-143
Possibilistic Approach to Kernel-Based Fuzzy c-Means Clustering with Entropy Regularization....Pages 144-155
Fuzzy c-Means Clustering in the Presence of Noise Cluster for Time Series Analysis....Pages 156-163
Quantification of Multivariate Categorical Data Considering Clusters of Items and Individuals....Pages 164-171
A New Approach to Fuzzification of Memberships in Cluster Analysis....Pages 172-182
Dynamic Clustering Based on Universal Gravitation Model....Pages 183-193
Extracting Classification Rules with Support Rough Neural Networks....Pages 194-202
On a Tool for Rough Non-deterministic Information Analysis and Its Perspective for Handling Numerical Data....Pages 203-214
Several Approaches to Attribute Reduction in Variable Precision Rough Set Model....Pages 215-226
Checking Whether or Not Rough-Set-Based Methods to Incomplete Data Satisfy a Correctness Criterion....Pages 227-239
Fuzzy Model Based Environmental Stiffness Identification in Stable Force Control of a Robot Manipulator....Pages 240-251
Omnidirectional Adaptive Behavior Control for Autonomous Mobile Robot....Pages 252-263
Pairwise Matching of Spots in 2-DE Images Using Hopfield Network....Pages 264-271
A New Concept of a Similarity Measure for Intuitionistic Fuzzy Sets and Its Use in Group Decision Making....Pages 272-282
Perceptive Evaluation for the Optimal Discounted Reward in Markov Decision Processes....Pages 283-293
Cancer Prediction Using Diversity-Based Ensemble Genetic Programming....Pages 294-304
Language Generation for Conversational Agent by Evolution of Plan Trees with Genetic Programming....Pages 305-315
Optimization of Fuzzy Systems Based on Fuzzy Set Using Genetic Optimization and Information Granulation....Pages 316-327
A New Approach to Genetically Optimized Hybrid Fuzzy Set-Based Polynomial Neural Networks with FSPNs and PNs....Pages 328-337
Genetically Optimized Hybrid Fuzzy Neural Networks in Modeling Software Data....Pages 338-345
Genetically Dynamic Optimized Self-organizing Fuzzy Polynomial Neural Networks with Information Granulation Based FPNs....Pages 346-353
NMF-Based Approach to Font Classification of Printed English Alphabets for Document Image Understanding....Pages 354-364
Edge-Based Spatial Descriptor Using Color Vector Angle for Effective Image Retrieval....Pages 365-375
Efficient 3D Model Retrieval Method Using Geometric Characteristics in Intersected Meshes....Pages 376-386
Bipolar Queries Revisited....Pages 387-398
A Decision Support System for Rheumatic Evaluation and Treatment in Oriental Medicine Using Fuzzy Logic and Neural Network....Pages 399-409
Modeling Designers’ Color Decision Processes Through Emotive Choice Mapping....Pages 410-420
An Automatic Rule Creating Method for Kansei Data and Its Application to a Font Creating System....Pages 421-430
Video Motion Capture for Virtual Characters....Pages 431-441
Picture Languages in Medical Pattern Knowledge Representation and Understanding....Pages 442-447
Loading Problem in Multiple Containers and Pallets Using Strategic Search Method....Pages 448-456
Meta-data: Characterization of Input Features for Meta-learning....Pages 457-468
Back Matter....Pages -
This book constitutes the refereed proceedings of the Second International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2005, held in Tsukuba, Japan in July 2005.
The 40 revised full papers presented together with an introduction by the editors and 4 invited lectures were thoroughly reviewed and selected from 118 submissions. The papers are devoted to theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques. Special focus is given to applications related with risk, security and safety.
Content:
Front Matter....Pages -
Modeling Decisions for Artificial Intelligence: Theory, Tools and Applications....Pages 1-8
Capacities and Games on Lattices: A Survey of Results....Pages 9-12
Cryptosystems Based on Elliptic Curve Pairing....Pages 13-23
Building a Brain-Informatics Portal on the Wisdom Web with a Multi-layer Grid: A New Challenge for Web Intelligence Research....Pages 24-35
Soft Computing in Human Centered Systems Thinking....Pages 36-46
Qualitative Model of Game Theory....Pages 47-58
Regularity Properties of Null-Additive Fuzzy Measure on Metric Spaces....Pages 59-66
A Statistical Criterion of Consistency in the Analytic Hierarchy Process....Pages 67-76
Evaluating the Airline Service Quality by Fuzzy OWA Operators....Pages 77-88
An Adaptive Module for the Consensus Reaching Process in Group Decision Making Problems....Pages 89-98
Qualitative Reasoning Model for Tradeoff Analysis....Pages 99-109
Evaluation of Control Performance of Multi-stage Fuzzy Reasoning in Anti-lock Braking System for Railways Using Fuzzy Reasoning....Pages 110-121
One-Way and Two-Party Authenticated ID-Based Key Agreement Protocols Using Pairing....Pages 122-133
Noise-Robust Watermarking for Numerical Datasets....Pages 134-143
Possibilistic Approach to Kernel-Based Fuzzy c-Means Clustering with Entropy Regularization....Pages 144-155
Fuzzy c-Means Clustering in the Presence of Noise Cluster for Time Series Analysis....Pages 156-163
Quantification of Multivariate Categorical Data Considering Clusters of Items and Individuals....Pages 164-171
A New Approach to Fuzzification of Memberships in Cluster Analysis....Pages 172-182
Dynamic Clustering Based on Universal Gravitation Model....Pages 183-193
Extracting Classification Rules with Support Rough Neural Networks....Pages 194-202
On a Tool for Rough Non-deterministic Information Analysis and Its Perspective for Handling Numerical Data....Pages 203-214
Several Approaches to Attribute Reduction in Variable Precision Rough Set Model....Pages 215-226
Checking Whether or Not Rough-Set-Based Methods to Incomplete Data Satisfy a Correctness Criterion....Pages 227-239
Fuzzy Model Based Environmental Stiffness Identification in Stable Force Control of a Robot Manipulator....Pages 240-251
Omnidirectional Adaptive Behavior Control for Autonomous Mobile Robot....Pages 252-263
Pairwise Matching of Spots in 2-DE Images Using Hopfield Network....Pages 264-271
A New Concept of a Similarity Measure for Intuitionistic Fuzzy Sets and Its Use in Group Decision Making....Pages 272-282
Perceptive Evaluation for the Optimal Discounted Reward in Markov Decision Processes....Pages 283-293
Cancer Prediction Using Diversity-Based Ensemble Genetic Programming....Pages 294-304
Language Generation for Conversational Agent by Evolution of Plan Trees with Genetic Programming....Pages 305-315
Optimization of Fuzzy Systems Based on Fuzzy Set Using Genetic Optimization and Information Granulation....Pages 316-327
A New Approach to Genetically Optimized Hybrid Fuzzy Set-Based Polynomial Neural Networks with FSPNs and PNs....Pages 328-337
Genetically Optimized Hybrid Fuzzy Neural Networks in Modeling Software Data....Pages 338-345
Genetically Dynamic Optimized Self-organizing Fuzzy Polynomial Neural Networks with Information Granulation Based FPNs....Pages 346-353
NMF-Based Approach to Font Classification of Printed English Alphabets for Document Image Understanding....Pages 354-364
Edge-Based Spatial Descriptor Using Color Vector Angle for Effective Image Retrieval....Pages 365-375
Efficient 3D Model Retrieval Method Using Geometric Characteristics in Intersected Meshes....Pages 376-386
Bipolar Queries Revisited....Pages 387-398
A Decision Support System for Rheumatic Evaluation and Treatment in Oriental Medicine Using Fuzzy Logic and Neural Network....Pages 399-409
Modeling Designers’ Color Decision Processes Through Emotive Choice Mapping....Pages 410-420
An Automatic Rule Creating Method for Kansei Data and Its Application to a Font Creating System....Pages 421-430
Video Motion Capture for Virtual Characters....Pages 431-441
Picture Languages in Medical Pattern Knowledge Representation and Understanding....Pages 442-447
Loading Problem in Multiple Containers and Pallets Using Strategic Search Method....Pages 448-456
Meta-data: Characterization of Input Features for Meta-learning....Pages 457-468
Back Matter....Pages -
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