Research and Development in Intelligent Systems XXVI: Incorporating Applications and Innovations in Intelligent Systems XVII

✍ Scribed by Pierre-Antoine Champin, Peter Briggs, Maurice Coyle, Barry Smyth (auth.), Max Bramer, Richard Ellis, Miltos Petridis (eds.)

• Publisher: Springer-Verlag London
• Year: 2010
• Tongue: English
• Leaves: 502
• Edition: 1
• Category: Library

✦ Synopsis

RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEMS XXVI

INCORPORATING APPLICATIONS AND INNOVATIONS IN INTELLIGENT SYSTEMS XVII

The papers in this volume are the refereed papers presented at AI-2009, the Twenty-ninth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2009 in both the technical and the application streams.

They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining, Reasoning, Data Mining and Machine Learning, Optimisation and Planning, and Knowledge Acquisition and Evolutionary Computation, followed by application stream sections on AI and Design, Commercial Applications of AI and Further AI Applications. The volume also includes the text of short papers presented as posters at the conference.

This is the twenty-sixth volume in the Research and Development in Intelligent Systems series, which also incorporates the seventeenth volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field.

✦ Table of Contents

Front Matter....Pages i-xiv
Front Matter....Pages 1-2
Coping with Noisy Search Experiences....Pages 5-18
Front Matter....Pages 19-19
Text Classification using Graph Mining-based Feature Extraction....Pages 21-34
A Sliding Windows based Dual Support Framework for Discovering Emerging Trends from Temporal Data....Pages 35-48
A Classification-based Review Recommender....Pages 49-62
Ontology-Driven Hypothesis Generation to Explain Anomalous Patient Responses to Treatment....Pages 63-76
Front Matter....Pages 77-77
Dual Rationality and Deliberative Agents....Pages 79-92
Deriving Extensional Spatial Composition Tables....Pages 93-106
A New Approach to Influence Diagrams Evaluation....Pages 107-120
Analogical proportions: another logical view....Pages 121-134
Front Matter....Pages 135-135
Evaluating Clustering Algorithms for Genetic Regulatory Network Structural Inference....Pages 137-149
Parallel Rule Induction with Information Theoretic Pre-Pruning....Pages 151-164
A kernel extension to handle missing data....Pages 165-178
Template Learning using Wavelet Domain Statistical Models....Pages 179-192
Front Matter....Pages 193-193
Group Counseling Optimization: A Novel Approach....Pages 195-208
Firefly Algorithm, Lévy Flights and Global Optimization....Pages 209-218
Improving Cooperative PSO using Fuzzy Logic....Pages 219-232
Context-sensitive Plan Execution Language for Adaptive Robot Behaviour....Pages 233-246
Front Matter....Pages 247-247
Explaining How to Play Real-Time Strategy Games....Pages 249-262
On the Structure of a Best Possible Crossover Selection Strategy in Genetic Algorithms....Pages 263-276
Chunking Natural Language Texts using Evolutionary Methods*....Pages 277-290
Front Matter....Pages 479-479
Multi-Agent Reinforcement Learning – An Exploration Using Q-Learning....Pages 293-298
Leveraging Sub-class Partition Information in Binary Classification and Its Application....Pages 299-304
A Linguistic Truth-Valued Temporal Reasoning Formalism and Its Implementation....Pages 305-310
Extending arc-consistency algorithms for Non-Normalized CSPs....Pages 311-316
Remainder Subset Awareness for Feature Subset Selection....Pages 317-322
An e-Manufacturing environment for Open Manufacturing Systems....Pages 323-328
Front Matter....Pages 329-330
Corpus Callosum MR Image Classification....Pages 333-346
Front Matter....Pages 347-347
Architectures by Design: The Iterative Development of an Integrated Intelligent Agent....Pages 349-362
From Source Code to Runtime Behaviour: Software Metrics Help to Select the Computer Architecture.....Pages 363-376
Learning to Improve E-mail Classification with numéro interactive....Pages 377-390
Front Matter....Pages 391-391
An AI-Based System for Pricing Diverse Products and Services....Pages 393-406
An Interval Type-2 Fuzzy Multiple Echelon Supply Chain Model....Pages 407-420
Allocating Railway Platforms Using A Genetic Algorithm....Pages 421-434
Front Matter....Pages 435-435
An Optimal Dynamic Threat Evaluation and Weapon Scheduling Technique....Pages 437-450
On Assisting a Visual-Facial Affect Recognition System with Keyboard-Stroke Pattern Information....Pages 451-463
Feature Selection for Wheat Yield Prediction....Pages 465-478
Front Matter....Pages 291-291
Method of Combining the Degrees of Similarity in Handwritten Signature Authentication Using Neural Networks....Pages 481-486
Evolutionary Physical Model Design....Pages 487-492
Decision Support in Designing with Polymers....Pages 493-498
Cluster-Based Benchmarking of Universities as an Alternative to League Tables....Pages 499-504

✦ Subjects

Artificial Intelligence (incl. Robotics)