Machine Learning I |
Generating Rule Sets from Model Trees / Geoffrey Holmes ; Mark Hall ; Eibe Frank |
Classifying and Learning Cricket Shots Using Camera Motion / Mihai Lazarescu ; Svetha Venkatesh ; Geoff West |
Unsupervised Learning in Metagame / Graham E. Farr ; David R. Powell |
Neural Nets |
A Neural Networks Based Approach for Fast Mining Characteristic Rules / Monzurur Rahman ; Xinghuo Yu ; Bala Srinivasan |
FANRE: A Fast Adaptive Neural Regression Estimator / Zhihua Zhou ; Shifu Chen ; Zhaoqian Chen |
Neural Networks for Defuzification of Fuzzy Rules: An Application in Macroeconomic Forecasting / Raouf Veliev ; Alex Rubinov ; Andrew Stranieri |
Knowledge Representation I |
Semantic Integration of Databases Using Linguistic Knowledge / Jeong-Oog Lee ; Doo-Kwon Baik |
Representing `Just Invalid' Knowledge / John Debenham |
Maximising Expected Utility for Behaviour Arbitration / Julio K. Rosenblatt |
Natural Language |
Generating Natural Language Descriptions of Project Plans / Margaret Wasko ; Robert Dale |
Categorizing Unknown Words: A Decision Tree-Based Misspelling Identifier / Janine Toole |
Sync/Trans: Simultaneous Machine Interpretation between English and Japanese / Shigeki Matsubara ; Katsuhiko Toyama ; Yasuyoshi Inagaki |
Belief Revision |
Minimal Belief Change and Pareto-Optimality / Oliver Schulte |
Basic Infobase Change / Thomas Meyer |
A Framework for Multi-Agent Belief Revision, Part I: The Role of Ontology / Wei Liu ; Mary-Anne Williams |
Adaptive Algorithms |
Genetic Programming for Multiple Class Object Detection / Mengjie Zhang ; Victor Ciesielski |
A Simulated Annealing-Based Learning Algorithm for Boolean DNF / Andreas Albrecht ; Kathleen Steinhöfel |
Mutant: A Genetic Learning System / Stéphane Calderoni ; Pierre Marcenac |
Automated Reasoning |
Computing Least Common Subsumers in Expressive Description Logics / Thomas Mantay |
E-SETHEO: Design, Configuration and Use of a Parallel Automated Theorem Prover / Gernot Stenz ; Andreas Wolf |
PTTP+GLiDeS: Guiding Linear Deductions with Semantics / Marianne Brown ; Geoff Sutcliffe |
Neural Learning |
Neural Network Learning Using Low-Discrepancy Sequence / Ivan Jordanov ; Robert Brown |
An Investigation into the Effect of Ensemble Size and Voting Threshold on the Accuracy of Neural Network Ensembles / Robert Cox ; David Clark ; Alice Richardson |
Neurofuzzy Learning of Mobile Robot Behaviours / Richard Willgoss ; Javaid Iqbal |
Knowledge Representation II |
<$>\cal {INDU}<$>: An Interval & Duration Network / Arun K. Pujari ; G. Vijaya Kumari ; Abdul Sattar |
A Logical Framework for Inductive Inference and Its Rationality / Wei Li |
Semantics for Pollock's Defeasible Reasoning / Quoc Bao Vo ; Joe Thurbon |
Heuristics |
Feasibility of Optimised Disjunctive Reasoning for Approximate Matching / Ian Horrocks ; Lin Padgham ; Laura Thomson |
An Examination of Probabilistic Value-Ordering Heuristics / Matt Vernooy ; William S. Havens |
Heuristics and Experiments on BDD Representation of Boolean Functions for Expert Systems in Software Verification Domains / Masahito Kurihara ; Hisashi Kondo |
Knowledge Representation III |
Abduction without Minimality / Abhaya C. Nayak ; Norman Y. Foo |
Causal Propagation Semantics - A Study / Mikhail Prokopenko ; Maurice Pagnucco ; Pavlos Peppas ; Abhaya Nayak |
Arc Weights for Approximate Evaluation of Dynamic Belief Networks / Nathalie Jitnah ; Ann E. Nicholson |
Machine Learning II |
Finding Cutpoints in Noisy Binary Sequences - A Revised Empirical Evaluation / Murlikrishna Viswanathan ; Chris S. Wallace ; David L. Dowe ; Kevin B. Korb |
<$>\cal {Q}<$>-Learning in Continuous State and Action Spaces / Chris Gaskett ; David Wettergreen ; Alexander Zelinsky |
Applications |
On Understanding Global Behavior of Teams in Robot Soccer Simulators / Victor Korotkich ; Noel Patson |
Visual Human-Machine Interaction |
Applying Ant Algorithms and the No Fit Polygon to the Nesting Problem / Edmund Burke ; Graham Kendall |
Poster Papers (Extended Summary) |
Fisheye Matching: Viewpoint-Sensitive Feature Generation Based on Concept Structure / Yasufumi Takama ; Mitsuru Ishizuka |
A Procedural Approach for Rule Based Update / Sai Kiran Lakkaraju ; Yan Zhang |
Learning Logic Programs with Local Variables from Positive Examples / M.R.K. Krishna Rao |
Estimating Problem Value in an Intelligent Tutoring System Using Bayesian Networks / Michael Mayo ; Antonija Mitrovic |
Evaluation of Number-Kanji Translation Method of Non-Segmented Japanese Sentences Using Inductive Learning with Degenerated Input / Masafumi Matsuhara ; Kenji Araki ; Yoshio Momouchi ; Koji Tochinai |
A Serving Agent for Integrating Soft Computing and Software Agents / Zili Zhang ; Chengqi Zhang |
A Visual Geographic Knowledge Classification and Its Relationship to the KADS Model / Paul Crowther |
A Constraint Optimization Framework for MultiAgent Anytime Scheduling / Bill Havens ; Randy Goebel ; Jean Berger ; René Proulx |
Evolving Modular Neural Networks Using Rule-Based Genetic Programming / Bret Talko ; Linda Stern ; Les Kitchen |
A Trajectory Approach to Causality / Victor Jauregui ; Norman Foo |
Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals / Elise Dettmann ; Ann Nicholson ; Liz Sonenberg ; Kaye Stacey ; Vicki Steinle |
Reconsidering Fitness and Convergence in Co-Evolutionary Design / Mary Lou Maher ; Peter Xianghua Wu |
A Proposal of Generating Artistic Japanese Calligraphic Fonts / Tsuyoshi Nakamura ; Lifeng He ; Hidenori Itoh |
Using Competitive Learning in Neural Networks for Cluster-Detection-and-Labeling / Wen-Gong Chen ; Chen-Sen Ouyang ; Shie-Jue Lee |
Knowledge-Based Communication Processes in Building Design / Wei Dai ; Robin Drogemuller |
Information-Based Cooperation in Multiple Agent Systems / Yuefeng Li |
Author Index |
Machine Learning I |
Generating Rule Sets from Model Trees / Geoffrey Holmes ; Mark Hall ; Eibe Frank |
Classifying and Learning Cricket Shots Using Camera Motion / Mihai Lazarescu ; Svetha Venkatesh ; Geoff West |