This book constitutes the refereed proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science, AICS 2002, held in Limerick, Ireland in September 2002.
The 16 revised full papers and 17 revised short papers presented were carefully reviewed and selected for inclusion in the book. Among the topics addressed are cognitive modeling, case-based reasoning, constraint processing, data mining, evolutionary computation, intelligent agents, information retrieval, knowledge representation, reasoning, machine learning, natural language processing, neural networks, perception, AI planning, robotics, and scheduling.
Author(s): Miguel A. Alonso, Jesús Vilares, Víctor M. Darriba (auth.), Michael O’Neill, Richard F. E. Sutcliffe, Conor Ryan, Malachy Eaton, Niall J. L. Griffith (eds.)
Series: Lecture Notes in Computer Science 2464 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2002
Language: English
Pages: 252
Tags: Artificial Intelligence (incl. Robotics); Computation by Abstract Devices
On the Usefulness of Extracting Syntactic Dependencies for Text Indexing....Pages 3-11
Using Latent Semantic Indexing as a Measure of Conceptual Association for Noun Compound Disambiguation....Pages 12-19
RADAR: Finding Analogies Using Attributes of Structure....Pages 20-27
Classifying Languages Based on Speech Rhythm....Pages 28-35
Finding Agents in a Two-Dimensional Boolean STaM....Pages 36-44
Neuro-symbolic System for Forecasting Red Tides....Pages 45-52
Improved Learning for Hidden Markov Models Using Penalized Training....Pages 53-60
Recovering High-Level Structure of Software Systems Using a Minimum Description Length Principle....Pages 61-69
A System for Multi-agent Information Retrieval....Pages 70-77
All There Is to the Mind Is to Have the Right Genes, or, Consciousness as a Form of Genetic Engineering....Pages 78-86
Towards Robust Collaborative Filtering....Pages 87-94
GVR: A New Genetic Representation for the Vehicle Routing Problem....Pages 95-102
An Empirical Comparison of Particle Swarm and Predator Prey Optimisation....Pages 103-110
Data Mining Support for Case-Based Collaborative Recommendation....Pages 111-118
The Feasibility of Machine Learning for Query Answering — An Experiment in Two Domains....Pages 119-126
Meta-knowledge Annotation for Efficient Natural-Language Question-Answering....Pages 127-134
Financial Time Series Modelling Using Neural Networks: An Assessment of the Utility of a Stacking Methodology....Pages 137-143
Experiments in Sparsity Reduction: Using Clustering in Collaborative Recommenders....Pages 144-149
Identification of Visual Features Using a Neural Version of Exploratory Projection Pursuit....Pages 150-157
How People Compare an Item’s Placement in Two Alternative Categories....Pages 158-164
Investigations into Market Index Trading Models Using Evolutionary Automatic Programming....Pages 165-170
An Interactive Story Engine....Pages 171-176
Coherence, Explanation, and Bayesian Networks....Pages 177-182
Combining Case-Based Reasoning and Analogical Reasoning in Software Design....Pages 183-189
Combination Methods for Improving the Reliability of Machine Translation Based Cross-Language Information Retrieval....Pages 190-196
A System for Music Information Retrieval....Pages 197-202
A New Bayesian Network Structure for Classification Tasks....Pages 203-208
Evaluating Preference-Based Feedback in Recommender Systems....Pages 209-214
Design of a Musical Instrument Classifier System Based on Mel Scaled Cepstral Coefficient Supervectors and a Supervised Two-Layer Feedforward Neural Network....Pages 215-220
An Interactive Learning Environment for Knowledge Engineering....Pages 221-227
Customising a Copying-Identi.er for Biomedical Science Student Reports: Comparing Simple and Smart Analyses....Pages 228-233
A Hybridised GA for the Steiner Minimal Tree Problem....Pages 234-239
Speaking Autonomous Intelligent Devices....Pages 240-245
