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16th FLAIRS Conference 2003: St. Augustine, Florida, USA
- Ingrid Russell, Susan M. Haller:
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, Pierre 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 G. 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 A. 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 A. 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, Ramón 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
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