| 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 |
| 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 |
