| Invited Paper |
| Information Retrieval Based on Statistical Language Models / W. Bruce Croft |
| Intelligent Agent Battlespace Augmentation / Philip J. Emmerman ; Uma Y. Movva |
| Learning and Evolution: An Introduction to Non-darwinian Evolutionary Computation / Ryszard S. Michalski |
| Regular Papers |
| Knowledge Discovery and Learning / 1A： |
| Can Relational Learning Scale Up? / Attilio Giordana ; Lorenza Saitta ; Michele Sebag ; Marco Botta |
| Discovering Geographic Knowledge: The INGENS System / Donato Malerba ; Floriana Esposito ; Antonietta Lanza ; Francesca A. Lisi |
| Temporal Data Mining Using Hidden Periodicity Analysis / Weiqiang Lin ; Mehmet A. Orgun |
| Mining N-most Interesting Itemsets / Ada W.-c. Fu ; Renfrew W.-w. Kwong ; Jian Tang |
| Intelligent Information Retrieval / 1B： |
| Repository Management in an Intelligent Indexing Approach for Multimedia Digital Libraries / B. Armani ; E. Bertino ; B. Catania ; D. Laradi ; B. Marin ; G.P. Zarri |
| Logic-Based Approach to Semistructured Data Retrieval / Mohand-Saïd Hacid ; Farouk Toumani |
| High Quality Information Retrieval for Improving the Conduct and Management of Research and Development / Ronald N. Kostoff |
| Signature-Based Indexing for Retrieval by Spatial Content in Large 2D-String Image Databases / Essam A. El-Kwae |
| Refining Logic Theories under OI-Implication / N. Fanizzi ; S. Ferilli ; G. Semeraro2A： |
| Rule Quality Measures Improve the Accuracy of Rule Induction: An Experimental Approach / Aijun An ; Nick Cercone |
| A Dynamic Approach for Knowledge Discovery of Web Access Patterns / Alaaeldin Hafez |
| Data Reduction via Conflicting Data Analysis / M. Boussouf ; M. Quafafou |
| A Comparison of Rule Matching Methods Used in AQ15 and LERS / Jerzy W. Grzymala-Busse ; Pankaj Shah |
| Evolutionary Computation / 2B： |
| Evolving Behaviors for Cooperating Agents / Jeffrey K. Bassett ; Kenneth A. De Jong |
| Evolving Finite-State Machine Strategies for Protecting Resources / William M. Spears ; Diana F. Gordon |
| A Method of Generating Program Specification from Description of Human Activities / Shuhei Kawasaki ; Setsuo Ohsuga |
| PLAtestGA: A CNF-Satisfiability Problem for the Generation of Test Vectors for Missing Faults in VLSI Circuits / Alfredo Cruz |
| Evaluating Migration Strategies for an Evolutionary Algorithm Based on the Constraint-Graph that Solves CSP / Arturo Núñez ; María-Cristina Riff |
| Methodologies / 3A： |
| Relative Robustness: An Empirical Investigation of Behaviour Based and Plan Based Paradigms as Environmental Conditions Change / Jennifer Kashmirian ; Lin Padgham |
| A Heuristic for Domain Independent Planning and Its Use in an Enforced Hill-Climbing Algorithm / Jörg Hoffmann |
| Planning while Executing: A Constraint-Based Approach / R. Barruffi ; M. Milano ; P. Torroni |
| Intelligent Information Systems / 3B： |
| Problem Decomposition and Multi-agent System Creation for Distributed Problem Solving / Katsuaki Tanaka ; Michiko Higashiyama |
| A Comparative Study of Noncontextual and Contextual Dependencies / S.K.M. Wong ; C.J. Butz |
| Extended Query Answering Using Integrity Rules / Barry G.T. Lowden ; Jerome Robinson |
| Finding Temporal Relations: Causal Bayesian Networks vs. C4.5 / Kamran Karimi ; Howard J. Hamilton4A： |
| Learning Relational Clichés with Contextual LGG / Johanne Morin and Stan Matwin |
| Design of Rough Neurons: Rough Set Foundation and Petri Net Model / J.F. Peters ; A. Skowron ; Z. Suraj ; L. Han ; S. Ramanna |
| Towards Musical Data Classification via Wavelet Analysis / Alicja Wieczorkowska |
| Logic for AI / 4B： |
| Annotated Hyperresolution for Non-horn Regular Multiple-Valued Logics / James J. Lu ; Neil V. Murray ; Erik Rosenthal |
| Fundamental Properties on Axioms of Kleene Algebra / Tomoko Ninomiya ; Masao Mukaidono |
| Extending Entity-Relationship Models with Higher-Order Operators / Antonio Badia |
| Combining Description Logics with Stratified Logic Programs in Knowledge Representation / Jianhua Chen |
| Emergence Measurement and Analyzes of Conceptual Abstractions During Evolution Simulation in OOD / Mourad Oussalah ; Dalila Tamzalit5A： |
| Using Intelligent Systems in Predictions of the Bacterial Causative Agent of an Infection / Diana R. Cundell ; Randy S. Silibovsky ; Robyn Sanders ; Les M. Sztandera |
| An Intelligent Lessons Learned Process / Rosina Weber ; David W. Aha ; Hector Muñoz-Ávila ; Leonard A. Breslow |
| What the Logs Can Tell You: Mediation to Implement Feedback in Training / David A. Maluf ; Gio Wiederhold5B： |
| Top-Down Query Processing in First Order Deductive Databases under the DWFS / C.A. Johnson |
| Discovering and Resolving User Intent in Heterogeneous Databases / Chris Fernandes ; Lawrence Henschen |
| Learning and Knowledge Discovery / 6A： |
| Discovering and Matching Elastic Rules from Sequence Databases / Sanghyun Park ; Wesley W. Chu |
| Perception-Based Granularity Levels in Concept Representation / Jean-Daniel Zucker |
| Local Feature Selection with Dynamic Integration of Classifiers / Alexey Tsymbal ; Seppo Puuronen |
| Prediction of Ordinal Classes Using Regression Trees / Stefan Kramer ; Gerhard Widmer ; Bernhard Pfahringer ; Michael de Groeve |
| Optimal Queries in Information Filtering / Ali H. Alsaffar ; Jitender S. Deogun ; Hayri Sever6B： |
| Automatic Semantic Header Generator / Bipin C. Desai ; Sami S. Haddad ; Abdelbaset Ali |
| On Modeling of Concept Based Retrieval in Generalized Vector Spaces / Minkoo Kim ; Vijay V. Raghavan |
| Template Generation for Identifying Text Patterns / Cecile Boisson ; Nahid Shahmehri |
| Qualitative Discovery in Medical Databases / Jiming Liu7A： |
| Finding Association Rules Using Fast Bit Computation: Machine-Oriented Modeling / Eric Louie ; Tsau Y. Lin |
| Using Closed Itemsets for Discovering Representative Association Rules / Jamil Saquer |
| Legitimate Approach to Association Rules under Incompleteness / Marzena Kryszkiewicz ; Henryk Rybinski |
| A Simple and Tractable Extension of Situation Calculus to Epistemic Logic / Robert Demolombe ; Maria del Pilar Pozos Parra7B： |
| Rule Based Abduction / Sai K. Lakkaraju ; Yan Zhang |
| An Efficient Proof Method for Non-clausal Reasoning / E. Altamirano ; G. Escalada-Imaz |
| An Intelligent System Dealing with Complex Nuanced Information within a Statistical Context / D. Pacholczyk ; F. Dupin de Saint Cyr |
| On the Complexity of Optimal Multisplitting / Tapio Elomaa ; Juho Rousu8A： |
| Parametric Algorithms for Mining Share-Frequent Itemsets / Brock Barber |
| Discovery of Clinical Knowledge in Hospital Information Systems: Two Case Studies / Shusako Tsumoto |
| Foundations and Discovery of Operational Definitions / Jan M. Żytkow ; Zbigniew W. Raś |
| A Multi-agent Based Architecture for Distributed KDD Process / Chunnian Liu ; Ning Zhong |
| Knowledge Representation / 8B： |
| Towards a Software Architecture for Case-Based Reasoning Systems / Enric Plaza ; Josep-Lluís Arcos |
| Knowledge Representation in Planning: A PDDL to OCLh Translation / R.M. Simpson ; T.L. McCluskey ; D. Liu ; D.E. Kitchin |
| A Method and Language for Constructing Multiagent Systems / Hiroyuki Yamauchi |
| A Formalism for Building Causal Polytree Structures Using Data Distributions / M. Ouerd ; B.J. Oommen ; Stan Matwin |
| Abstraction in Cartographic Generalization / Sébastien Mustière |
| Author Index |
| Invited Paper |
| Information Retrieval Based on Statistical Language Models / W. Bruce Croft |
| Intelligent Agent Battlespace Augmentation / Philip J. Emmerman ; Uma Y. Movva |
| Learning and Evolution: An Introduction to Non-darwinian Evolutionary Computation / Ryszard S. Michalski |
| Regular Papers |
| Knowledge Discovery and Learning / 1A： |
