Integrated Uncertainty in Knowledge Modelling and Decision Making: International Symposium, IUKM 2011, Hangzhou, China, October 28-30, 2011. Proceedings

✍ Scribed by Toyoaki Nishida (auth.), Yongchuan Tang, Van-Nam Huynh, Jonathan Lawry (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2011
• Tongue: English
• Leaves: 278
• Series: Lecture Notes in Computer Science 7027 Lecture Notes in Artificial Intelligence
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of the International
Symposium on Integrated Uncertainty in Knowledge Modeling and Decision Making, IUKM 2011, held in Hangzhou, China, in October 2011.

The 21 revised full papers presented together with 1 keynote lecture and 5 invited talks were carefully reviewed and selected from 55 submissions. The papers provide a wealth of new ideas and report both theoretical and applied research on integrated uncertainty modeling and management.

✦ Table of Contents

Front Matter....Pages -
Talking with Uncertainty....Pages 1-6
Introduction to the ER Rule for Evidence Combination....Pages 7-15
Theories and Approaches to Treat Incomparability....Pages 16-17
Knowledge Science – Modeling the Knowledge Creation Process....Pages 18-18
Two Classes of Algorithms for Data Clustering....Pages 19-30
Fusing Conceptual Graphs and Fuzzy Logic: Towards the Structure and Expressiveness of Natural Language....Pages 31-32
A MMORPG Decision-Making Model Based on Persuasive Reciprocity....Pages 33-47
A Computing with Words Based Approach to Multicriteria Energy Planning....Pages 48-59
Bipolar Semantic Cells: An Interval Model for Linguistic Labels....Pages 60-71
A Fuzzy Rule-Based Classification System Using Interval Type-2 Fuzzy Sets....Pages 72-80
Rough Approximations in General Approximation Spaces....Pages 81-89
Multi-agents and Non-classical Logic Systems....Pages 90-97
An Information Processing Model for Emotional Agents Based on the OCC Model and the Mood Congruent Effect....Pages 98-108
On Distributive Equations of Implications and Contrapositive Symmetry Equations of Implications Based on a Continuous t -Norm....Pages 109-120
A Novel Cultural Algorithm Based on Differential Evolution for Hybrid Flow Shop Scheduling Problems with Fuzzy Processing Time....Pages 121-132
An Over-Relaxed ( A , η , m )-Proximal Point Algorithm for System of Nonlinear Fuzzy-Set Valued Operator Equation Frameworks and Fixed Point Problems....Pages 133-142
Reliability-Based Route Optimization of a Transportation Network with Random Arc Capacities and Time Threshold....Pages 143-156
Modeling Multilocation Transshipment with Application of Stochastic Programming Approach....Pages 157-167
Identifying a Non-normal Evolving Stochastic Process Based upon the Genetic Methods....Pages 168-178
Clustering Based Bagging Algorithm on Imbalanced Data Sets....Pages 179-186
Agglomerative Hierarchical Clustering Using Asymmetric Similarity Based on a Bag Model and Application to Information on the Web....Pages 187-196
Applying Agglomerative Fuzzy K-Means to Reduce the Cost of Telephone Marketing....Pages 197-208
Kansei Information Transfer Technology....Pages 209-218
Combining Binary Classifiers with Imprecise Probabilities....Pages 219-230
Applying Hierarchical Information with Learning Approach for Activity Recognition....Pages 231-242
Querying in Spaces of Music Information....Pages 243-255
Automatic Music Transcription: An Experiment with Simple Tools....Pages 256-267
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet); Database Management; Information Storage and Retrieval; Data Mining and Knowledge Discovery; Algorithm Analysis and Problem Complexity