This book constitutes the refereed proceedings of the 14th Australian Joint Conference on Artificial Intelligence, AI 2001, held in Adelaide, Australia, in December 2001.
The 55 revised full papers presented together with one invited contribution were carefully reviewed and selected from a total of 100 submissions. The papers cover the whole range of artificial intelligence from theoretical and foundational issues to advanced applications in a variety of fields.
Author(s): H.A. Abbass (auth.), Markus Stumptner, Dan Corbett, Mike Brooks (eds.)
Series: Lecture Notes in Computer Science 2256 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2001
Language: English
Pages: 672
Tags: Artificial Intelligence (incl. Robotics); Computation by Abstract Devices; Mathematical Logic and Formal Languages
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks....Pages 1-12
Relating Defeasible and Default Logic....Pages 13-24
Resolving Minsky’s Paradox : The d -Dimensional Normal Distribution Case....Pages 25-36
Solving Overconstrained Temporal Reasoning Problems....Pages 37-49
How the Level of Interchangeability Embedded in a Finite Constraint Satisfaction Problem Affects the Performance of Search....Pages 50-61
Towards Learning Naive Physics by Visual Observation: Qualitative Spatial Representations....Pages 62-70
Phased Array Sub-beam Optimisation....Pages 71-82
Generation of Facial Expressions from Emotion Using a Fuzzy Rule Based System....Pages 83-94
An Efficient Form Classification Method Using Partial Matching....Pages 95-106
Gradient Descent Style Leveraging of Decision Trees and Stumps for Misclassification Cost Performance....Pages 107-118
Postdiction Problems in Dynamic Logic....Pages 119-129
A Method for Reasoning with Ontologies Represented as Conceptual Graphs....Pages 130-141
Selection of Tasks and Delegation of Responsibility in a Multiagent System for Emergent Process Management....Pages 142-152
State Minimization Re-visited....Pages 153-164
Decidability of Quantifed Propositional Branching Time Logics....Pages 165-176
Improved Techniques for an Iris Recognition System with High Performance....Pages 177-188
An Investigation of an Adaptive Poker Player....Pages 189-200
Acquiring Adaptation Knowledge for CBR with MIKAS....Pages 201-212
A Real-Time Region-Based Motion Segmentation Using Adaptive Thresholding and K-Means Clustering....Pages 213-224
Automatic Cell Classification in Human’s Peripheral Blood Images Based on Morphological Image Processing....Pages 225-236
Formal Concept Analysis for Domain-Specific Document Retrieval Systems....Pages 237-248
Learner’s self-assessment: a case study of SVM for information retrieval....Pages 249-260
A Semiotic Model of Communication and Its Implications for the Digital City Development....Pages 261-272
Simulations for Comparing Knowledge Acquisition and Machine Learning....Pages 273-284
Application of Genetic Algorithms to the Optimisation of Neural Network Configuration for Stock Market Forecasting....Pages 285-296
Updating epistemic states....Pages 297-308
Fast Text Classification Using Sequential Sampling Processes....Pages 309-320
Agents in a Multi-cultural World: Towards Ontological Reconciliation....Pages 321-332
Logical Foundations for Reasoning about Trust in Secure Digital Communication....Pages 333-344
Phe-Q : A Pheromone Based Q-Learning....Pages 345-355
Specification of Kansei Patterns in an Adaptive Perceptual Space....Pages 356-367
Embodying the JACK Agent Architecture....Pages 368-377
Towards an Ontology of Part-of....Pages 378-389
Actions Made Explicit in BDI....Pages 390-401
Wrapping Boosters against Noise....Pages 402-413
Continuous Temporal Models....Pages 414-425
Language and Commonsense Knowledge....Pages 426-437
Simulation of Network Security with Collaboration among IDS Models....Pages 438-448
Programming Spoken Dialogs Using Grammatical Inference....Pages 449-460
Towards Genetic Programming for Texture Classification....Pages 461-472
Using Design Information to Identify Structural Software Faults....Pages 473-486
The Application of AI to Automatically Generated Animation....Pages 487-494
Planning with Noisy Actions (Preliminary Report)....Pages 495-506
Getting the Job Done in a Hostile Environment....Pages 507-518
Solving the Qualification Problem (In the Presence of the Frame Problem)....Pages 519-531
Dialogue Modelling for a Conversational Agent....Pages 532-544
Candidate Elimination Criteria for Lazy Bayesian Rules....Pages 545-556
Simplifying the Development of Intelligent Agents....Pages 557-568
An Operational Semantics for a PRS-Like Agent Architecture....Pages 569-580
A Model of Unconstrained Digit Recognition Based on Hypothesis Testing and Data Reconstruction....Pages 581-592
Collecting Quality Data for Database Mining....Pages 593-604
Further Pruning for Efficient Association Rule Discovery....Pages 605-618
Pattern Discovery in Probabilistic Databases....Pages 619-630
The Complexity of Logic Program Updates....Pages 631-642
Reasoning with Multimedia Information Using Symbolic Projection....Pages 643-654
Confidence Relations as a Basis for Uncertainty Modeling, Plausible Reasoning, and Belief Revision....Pages 655-664
