• 
  Ingrid Russell, Susan M. Haller (Eds.): Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, May 12-14, 2003, St. Augustine, Florida, USA. AAAI Press 2003 ISBN 1-57735-177-0

Agents

• 
  Virgil Andronache, Matthias Scheutz: Growing Agents - An Investigation of Architectural Mechanisms for the Specification of "Developing" Agent Architectures. 2-6
• 
  William J. Clancey, Maarten Sierhuis, Charis Kaskiris, Ron van Hoof: Advantages of Brahms for Specifying and Implementing a Multiagent Human-Robotic Exploration System. 7-11
• 
  Mayukh Dass, James Cannady, Walter D. Potter: LIDS: Learning Intrusion Detection System. 12-16
• 
  Srichandan V. Gudla, Manfred Huber: Cost-Based Policy Mapping for Imitation. 17-21
• 
  James F. Kramer, Matthias Scheutz: GLUE - A Component Connecting Schema-based Reactive to Higher-level Deliberative Layers for Autonomous Agents. 22-26
• 
  Nicholas Lacey, Henry Hexmoor: Norm Adaptation and Revision in a Multi-Agent System. 27-31
• 
  G. Michael Youngblood, Lawrence B. Holder: Evaluating Human-Consistent Behavior in a Real-time First-person Entertainment-based Artificial Environment. 32-38

AI Architectures

• 
  Karthik Gopalratnam, Diane J. Cook: Active LeZi: An Incremental Parsing Algorithm for Sequential Prediction. 38-42
• 
  Sira Panduranga Rao, Diane J. Cook: Improving the Performance of Action Prediction through Identification of Abstract Tasks. 43-47
• 
  Changwoo Yoon, James K. Massey, William H. Donnelly, Douglas D. Dankel II: Design and Implementation of Anatomic Pathology Database System. 48

AI in Aerospace

• 
  Shawn M. Doherty: Human-Centered Design in Synthetic Teammates for Aviation: The Challenge for Artificial Intelligence. 54-56
• 
  Mark L. Hanson, Paul G. Gonsalves: Automated Data Fusion and Situation Assessment in Space Systems. 57-61
• 
  Walt Truszkowski, Sidney C. Bailin: Agent-based Spectral Analysis Automation (SAA) for On-board Science Data Processing. 62-66

AI in Medicine

• 
  Constantin F. Aliferis, Ioannis Tsamardinos, P. Massion, Alexander R. Statnikov, Nafeh Fananapazir, Douglas P. Hardin: Machine Learning Models for Classification of Lung Cancer and Selection of Genomic Markers Using Array Gene Expression Data. 67-71
• 
  Prashant Doshi, Lloyd Greenwald, John R. Clarke: Using Bayesian Networks for Cleansing Trauma Data. 72-76
• 
  Rajai El Dajani, Maryvonne Miquel, Paul Rubel: Multilayer Perceptrons for Time Series Prediction: A Case Study on Heart Signals. 77-81
• 
  Icham Sefion, Abdel Ennaji, Marc Gailhardou: ADEMA : A System to Help Physicians in the Asthma Health Care. 82-86
• 
  Frank Tobin, Igor Goryanin: Some AI Considerations in the Mathematical Modeling of Large Biological Pathways. 87-91
• 
  Xiaojing Yuan, Xiaohui Yuan, Fan Yang, Jing Peng, Bill P. Buckles: Gene Expression Classification: Decision Trees vs. SVMs. 92-97

Automated Reasoning

• 
  Carlos Eisenberg, Boi Faltings: Incremental Breakout Algorithm with Variable Ordering. 98-102
• 
  Bo Hu, Inés Arana, Ernesto Compatangelo: Inference Fusion: A Hybrid Approach to Taxonomic Reasoning. 103-107
• 
  Geoff Sutcliffe, Alexander Dvorský: Proving Harder Theorems by Axiom Reduction. 108-113

Case-Based Reasoning

• 
  William Cheetham: Lessons Learned using CBR for Customer Support. 114-118
• 
  Boris Kerkez, Michael T. Cox: Alternate Strategies for Retrieval in State-Spaces. 119-123
• 
  Luc Lamontagne, Philippe Langlais, Guy Lapalme: Using Statistical Word Associations for the Retrieval of Strongly-Textual Cases. 124-128
• 
  David B. Leake, Raja Sooriamurthi: Dispatching Cases versus Merging Case-Bases: When MCBR Matters. 129-133
• 
  J. William Murdock, David W. Aha, Len Breslow: Case-Based Argumentation via Process Models. 134-138
• 
  Derry O'Sullivan, David C. Wilson, Barry Smyth: Preserving Recommender Accuracy and Diversity in Sparse Datasets. 139-143
• 
  David W. Patterson, Niall Rooney, Mykola Galushka: Efficient Retrieval for Case-Based Reasoning. 144-149
• 
  Maria Salamó, Elisabet Golobardes: Hybrid Deletion Policies for Case Base Maintenance. 150-154
• 
  Abdel-Badeeh M. Salem, Bassant El Bagoury: A Case-Based Adaptation Model for Thyroid Cancer Diagnosis Using Neural Networks. 155-160

Computing with Emotions in Multiagent Systems

• 
  Jessica Faivre, Roger Nkambou, Claude Frasson: Toward Empathetic Agents in Tutoring Systems. 161-165
• 
  Boris Galitsky: Using Mental Simulator for Emotional Rehabilitation of Autistic Patients. 166-171

Constraint Solving and Programming

• 
  Romuald Debruyne, Gérard Ferrand, Narendra Jussien, Willy Lesaint, Samir Ouis, Alexandre Tessier: Correctness of Constraint Retraction Algorithms. 172-176
• 
  Stephan Frank, Petra Hofstedt, Pierre R. Mai: Meta-S: A Strategy-Oriented Meta-Solver Framework. 177-181
• 
  Arnaud Lallouet, Thi-Bich-Hanh Dao, AbdelAli Ed-Dbali: Language, Definition and Optimal Computation of CSP Approximations. 182-186
• 
  Nicoleta Neagu, Stefano Bistarelli, Boi Faltings: On the Computation of Local Interchangeability in Soft Constraint Satisfaction Problems. 187-191
• 
  Samir Ouis, Narendra Jussien, Patrice Boizumault: k-relevant Explanations for Constraint Programming. 192-196
• 
  Wanlin Pang, Scott D. Goodwin: A Graph Based Synthesis Algorithm for Solving CSPs. 197-201
• 
  Hana Rudová: Soft CLP (FD). 202-207

Evaluation of Intelligent Systems

• 
  Valerie Barr: A Proposed Model for Effective Verification of Natural Language Generation Systems. 208-212
• 
  Hans-Werner Kelbassa, Rainer Knauf: The Rule Retranslation Problem and the Validation Interface. 213-217
• 
  Hans-Werner Kelbassa: Selection of Optimal Rule Refinements. 218-222
• 
  Rainer Knauf, Avelino J. Gonzalez, Setsuo Tsuruta: Utilizing Validation Experience for System Validation. 223-228

Genetic Algorithms

• 
  Ralph Morelli, Ralph Walde: A Word-Based Genetic Algorithm for Cryptanalysis of Short Cryptograms. 229-233
• 
  Geoff Nitschke: Emergence of Cooperation in a Multiple Predator, Single Prey Game. 234-238
• 
  Jian Zhang, Xiaohui Yuan, Bill P. Buckles: Sample Complexity of Real-Coded Evolutionary Algorithms. 239-244

Information Retrieval

• 
  Costin Barbu, Marin Simina: Information Filtering Using the Dynamics of the User Profile. 245-249
• 
  Udo Hahn, Stefan Schulz: Subword Retrieval on Biomedical Documents. 250-254
• 
  George E. Nasr, Celine Badr: BUC Algorithm for Iceberg Cubes: Implementation and Sensitivity Analysis. 255-260

Integrated Intelligent Systems

• 
  David Al-Dabass, David J. Evans, Siva Sivayoganathan: Hierarchical Causal Parameter Abduction in Integral-Hybrid Logic Nets. 261-265
• 
  James P. Buckley, Jennifer Seitzer, Yongzhi Zhang, Yi Pan: Logical Identities Applied to Knowledge Discovery in Databases. 266-270
• 
  Artur S. d'Avila Garcez, Luís C. Lamb, Krysia Broda, Dov M. Gabbay: Distributed Knowledge Representation in Neural-Symbolic Learning Systems: A Case Study. 271-275
• 
  George Ghinea, George D. Magoulas, Andrew O. Frank: Intelligent Protocol Adaptation for Enhanced Medical e-Collaboration. 276-280
• 
  Chung Hee Hwang, Noel Massey, Bradford W. Miller, Kari Torkkola: Hybrid Intelligence for Driver Assistance. 281-285
• 
  Jean-Charles Lamirel, Yannick Toussaint, Shadi Al Shehabi: A Hybrid Classification Method for Database Contents Analysis. 286-292

Integrating Emotion and Cognition in Formal Models

• 
  Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Rieks op den Akker, Anton Nijholt: An Action Selection Architecture for an Emotional Agent. 293-297
• 
  Alexandra M. Coddington, Michael Luck: Towards Motivation-based Plan Evaluation. 298-302
• 
  Horacio L. Arló-Costa: Integrating Emotion and Rationality in Behavioral Models of Decision Making. 303-308

Knowledge Acquisition

• 
  Ioannis N. Kouris, Christos Makris, Athanasios K. Tsakalidis: An Improved Algorithm for Mining Association Rules Using Multiple Support Values. 309-313
• 
  Ritesh Mehta, Diane J. Cook, Lawrence B. Holder: Identifying Inhabitants of an Intelligent Environment Using a Graph-Based Data Mining System. 314-318
• 
  Arash Rakhshan, Lawrence B. Holder, Diane J. Cook: Structural Web Search Engine. 319-324

Knowledge-Based Knowledge Management

• 
  David B. Leake, Ana Gabriela Maguitman, Thomas Reichherzer: Topic Extraction and Extension to Support Concept Mapping. 325-329
• 
  Angelina A. Tzacheva, Zbigniew W. Ras: Discovering Non-Standard Semantics of Semi-Stable Attributes. 330-335

Machine Learning

• 
  Cristina Boicu, Gheorghe Tecuci, Mihai Boicu, Dorin Marcu: Improving the Representation Space through Exception-Based Learning. 336-340
• 
  Jesús Cerquides, Ramon López de Mántaras: The Indifferent Naive Bayes Classifier. 341-345
• 
  Sandeep Goel, Manfred Huber: Subgoal Discovery for Hierarchical Reinforcement Learning Using Learned Policies. 346-350
• 
  Istvan Jonyer, Lawrence B. Holder, Diane J. Cook: MDL-Based Context-Free Graph Grammar Induction. 351-355
• 
  David R. Musicant, Vipin Kumar, Aysel Ozgur: Optimizing F-Measure with Support Vector Machines. 356-360
• 
  Vinay N. Papudesi, Manfred Huber: Learning from Reinforcement and Advice Using Composite Reward Functions. 361-365
• 
  Antonin Rozsypal, Miroslav Kubat: Association Mining in Gradually Changing Domains. 366-370
• 
  Choh-Man Teng: A Comparison of Standard and Interval Association Rules. 371-375
• 
  Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov: Algorithms for Large Scale Markov Blanket Discovery. 376-381

Natural Language Processing

• 
  Susan M. Haller, Barbara Di Eugenio: Minimal Text Structuring to Improve the Generation of Feedback in Intelligent Tutoring Systems. 382-386
• 
  Sanda M. Harabagiu, V. Finley Lacatusu, Steven J. Maiorano: Multi-Document Summaries Based on Semantic Redundancy. 387-391
• 
  Yutaka Matsuo, Mitsuru Ishizuka: Keyword Extraction from a Single Document using Word Co-occurrence Statistical Information. 392-396
• 
  Alessandro Moschitti, Paul Morarescu, Sanda M. Harabagiu: Open Domain Information Extraction via Automatic Semantic Labeling. 397-401
• 
  Cheng Niu, Wei Li, Jihong Ding, Rohini K. Srihari: Orthographic Case Restoration Using Supervised Learning Without Manual Annotation. 402-406
• 
  Naoaki Okazaki, Yutaka Matsuo, Naohiro Matsumura, Mitsuru Ishizuka: Sentence Extraction by Spreading Activation with Refined Similarity Measure. 407-411
• 
  Robert T. Olszewski: Bayesian Classification of Triage Diagnoses for the Early Detection of Epidemics. 412-416
• 
  Anca Pascu, François-Gilles Carpentier: Object Determination Logic Quantification - A System for Natural Language Processing. 417-421
• 
  Phanni Penumatsa, Matthew Ventura, Brent A. Olde, Donald R. Franceschetti, Arthur C. Graesser: The Right Threshold Value: What Is the Right Threshold of Cosine Measure When Using Latent Semantic Analysis for Evaluating Student Answers? 422-426
• 
  Takashi Yukawa, Sen Yoshida, Kazuhiro Kuwabara: A Vector Space Equalization Scheme for a Concept-based Collaborative Information Retrieval System. 427-432

Neural Network Applications

• 
  Michael Georgiopoulos, Georgios C. Anagnostopoulos, Madan Bharadwaj: Experimental Comparisons of Semi-Supervised and Supervised ART Classifiers (Invited Talk). 433
• 
  Timothy Huang, Graeme Connell, Bryan McQuade: Learning Opening Strategy in the Game of Go. 434-438
• 
  Seppo J. Karrila, Neil R. Euliano: On Proper Handling of Multi-collinear Inputs and Errors-in-Variables with Explicit and Implicit Neural Models. 439-443
• 
  Sergio Roa, Fernando Niño: Classification of Natural Language Sentences using Neural Networks. 444-449

Spatiotemporal Reasoning

• 
  Thomas Bittner: Indeterminacy and Rough Approximation. 450-454
• 
  Khellaf Bouandas, Aomar Osmani: Optimal Approach for Temporal Patterns Discovery. 455-459
• 
  David Gabelaia, Roman Kontchakov, Agi Kurucz, Frank Wolter, Michael Zakharyaschev: On the Computational Complexity of Spatio-Temporal Logics. 460-464
• 
  Hans W. Guesgen: When Regions Start to Move. 465-469
• 
  Thomas Vögele, Christoph Schlieder: Spatially-Aware Information Retrieval with Graph-Based Qualitative Reference Models. 470-474
• 
  Xiaohui Yuan, Jian Zhang, Xiaojing Yuan, Bill P. Buckles: Low Level Fusion of Imagery Based on Dempster-Shafer Theory. 475-480

Uncertain Reasoning

• 
  Salem Benferhat, Rania El Baida, Frédéric Cuppens: A Possibilistic Logic Encoding of Access Control. 481-485
• 
  Boris Brandherm: An Extension of the Differential Approach for Bayesian Network Inference to Dynamic Bayesian Networks. 486-490
• 
  Mats Danielson, Love Ekenberg, Jim Johansson: Decision Evaluation of Three Flood Management Strategies. 491-495
• 
  Carmel Domshlak, Solomon Eyal Shimony: Efficient Probabilistic Reasoning in Bayes Nets with Mutual Exclusion and Context Specific Independence. 496-500
• 
  Judy Goldsmith, Alex Dekhtyar, Wenzhong Zhao: Can Probabilistic Databases Help Elect Qualified Officials? 501-505
• 
  Gabriele Kern-Isberner, Wilhelm Rödder: Belief Revision and Information Fusion in a Probabilistic Environment. 506-510
• 
  Laurent Perrussel: Revising Contextual Theories. 511-515
• 
  S. K. Michael Wong, Dan Wu: A Simple Method for Identifying Compelled Edges in DAGs. 516-520
• 
  Y. Xiang: Parameterization of Pseudo-independent Models. 521-525