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25th FLAIRS Conference 2012: Marco Island, Florida, USA
- G. Michael Youngblood, Philip M. McCarthy:
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, Marco Island, Florida, USA, May 23-25, 2012. AAAI Press 2012, ISBN 978-1-57735-558-8
General Conference
- Preface.
- Florida AI Research Society.
- Conference Committees.
- Invited Talks.
- Bryan Auslander, Kalyan Moy Gupta, David William Aha:
Maritime Threat Detection Using Probabilistic Graphical Models. - Imran Sarwar Bajwa, Mark G. Lee, Behzad Bordbar:
Semantic Analysis of English Specification of OCL. - Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne:
Reformulating Planning Problems: A Theoretical Point of View. - Timothy Michael Dockins, Manfred Huber:
Social Influence Modeling for Utility Functions in Model Predictive Control. - Sam John Estrem, Kurt D. Krebsbach:
AIRS: Anytime Iterative Refinement of a Solution. - Samantha Finn, Eni Mustafaraj:
Real-Time Filtering for Pulsing Public Opinion in Social Media. - Hannaneh Hajishirzi, Erik T. Mueller:
Question Answering in Natural Language Narratives Using Symbolic Probabilistic Reasoning. - Wayne Iba:
Searching for Better Performance on the King-Rook-King Chess Endgame Problem. - Saad Ahmad Khan, Taranjeet Singh Bhatia, Shane Parker, Ladislau Bölöni:
Modeling the Interaction Between Mixed Teams of Humans and Robots and Local Population for a Market Patrol Task. - Pradyot Korupolu V. N., Manimaran Sivasamy Sivamurugan, Balaraman Ravindran:
Instructing a Reinforcement Learner. - Colin M. Potts, Kurt D. Krebsbach:
Iterative-Expansion A. - Mohammad R. Raeesi N., Ziad Kobti:
A Knowledge-Migration-Based Multi-Population Cultural Algorithm to Solve Job Shop Scheduling. - Abhik Ray, Lawrence B. Holder:
Efficiency Improvements for Parallel Subgraph Miners. - Michael A. Schuh, Rafal A. Angryk, John W. Sheppard:
Evolving Kernel Functions with Particle Swarms and Genetic Programming. - Carlos E. Seminario, David C. Wilson:
Robustness and Accuracy Tradeoffs for Recommender Systems Under Attack. - Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald:
Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data. - Dezhao Song, Jeff Heflin:
A Pruning Based Approach for Scalable Entity Coreference. - Rui Sun, Elliot Moore II:
Empirical Study of Dimensional and Categorical Emotion Descriptors in Emotional Speech Perception. - Yu-Ting Yang, Andrew Quitmeyer, Brian Hrolenok, Harry Shang, Dinh Bao Nguyen, Tucker R. Balch, Terrance Medina, Cole Sherer, Maria Hybinette:
Ant Hunt: Towards a Validated Model of Live Ant Hunting Behavior. - Eisa Alanazi, Malek Mouhoub:
Arc Consistency for CP-Nets under Constraints. - Pascal Bercher, Susanne Biundo:
A Heuristic for Hybrid Planning with Preferences. - Camille Besse, Alireza Bakhtiari, Luc Lamontagne:
Forecasting Conflicts Using N-Grams Models. - Asma Minyaoui, Faïez Gargouri:
Iterative Ontology Selection Guided by User for Building Domain Ontologies. - Marcus Carlos Oladell, Manfred Huber:
Symbol Generation and Grounding for Reinforcement Learning Agents Using Affordances and Dictionary Compression. - Javier Snaider, Stan Franklin:
Integer Sparse Distributed Memory.
Affective Computing
- Rafael A. Calvo:
Special Track on Affective Computing. - Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Michael Breakspear, Gordon Parker:
From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech. - Candice Burkett, Fazel Keshtkar, Arthur C. Graesser, Haiying Li:
Constructing a Personality-Annotated Corpus for Educational Game based on Leary's Rose Framework. - Ricardo A. Calix:
Emotion Expression 3-D Synthesis From Predicted Emotion Magnitudes. - Kévin Darty, Nicolas Sabouret:
Emotion Oriented Programming: Computational Abstractions for AI Problem Solving. - Jens Hoefinghoff, Josef Pauli:
Decision Making Based on Somatic Markers. - Ronald M. Lee, Elizabeth Dominguez Campillo, Gregory Diaz:
Virtual Facework Trainer: Use of Offendable Bots for Learning Cross-Cultural (Im)Politeness. - Christine L. Lisetti, Ugan Yasavur, Claudia de Leon, Reza Amini, Ubbo Visser, Naphtali Rishe:
Building an On-Demand Avatar-Based Health Intervention for Behavior Change. - Rui Sun, Elliot Moore II:
Investigating the Robustness of Teager Energy Cepstrum Coefficients for Emotion Recognition in Noisy Conditions.
Applied Natural Language Processing
- Chutima Boonthum-Denecke:
Special Track on Applied Natural Language Processing. - Philip M. McCarthy, Nicholas D. Duran, Lucille M. Booker:
The Devil Is in the Details: New Directions in Deception Analysis. - Eduardo Blanco, Dan I. Moldovan:
Finding Associations between People. - Erik Cambria, Catherine Havasi, Amir Hussain:
SenticNet 2: A Semantic and Affective Resource for Opinion Mining and Sentiment Analysis. - Hans Chalupsky:
Story-Level Inference and Gap Filling to Improve Machine Reading. - Scott A. Crossley, Zhiqiang Cai, Danielle S. McNamara:
Syntagmatic, Paradigmatic, and Automatic N-Gram Approaches to Assessing Essay Quality. - Ali Reza Ebadat, Vincent Claveau, Pascale Sébillot:
Proper Noun Semantic Clustering Using Bag-of-Vectors. - Ioana Hulpus, Conor Hayes, Marcel Karnstedt, Derek Greene:
An Eigenvalue-Based Measure for Word-Sense Disambiguation. - Michael C. Komisin, Curry I. Guinn:
Identifying Personality Types Using Document Classification Methods. - Haiying Li, Zhiqiang Cai, Arthur C. Graesser, Ying Duan:
A Comparative Study on English and Chinese Word Uses with LIWC. - Mihai C. Lintean, Vasile Rus:
Measuring Semantic Similarity in Short Texts through Greedy Pairing and Word Semantics. - René Alejandro Venegas:
Automatic Coherence Profile in Public Speeches of Three Latin American Heads-of-State. - Fadi A. Zaraket, Jad Makhlouta:
Arabic Cross-Document NLP for the Hadith and Biography Literature. - Imran Sarwar Bajwa, Mark G. Lee, Behzad Bordbar, Ahsan Ali Chaudhri:
Addressing Semantic Ambiguities in Natural Language Constraints. - Russell D. Brandon, Scott A. Crossley, Danielle S. McNamara:
A Linguistic Analysis of Expert-Generated Paraphrases. - Niall Rooney, Hui Wang, Fiona Browne:
Applying Kernel Methods to Argumentation Mining.
AI, Cognitive Semantics
- Ismaïl Biskri
:
Special Track on Artificial Intelligence, Cognitive Semantics, Computational Linguistics, and Logic. - Christian Cote, Richard Dapoigny, Caroline Wintergerst:
Enhancing Publication Description with Resources Metadata. - Jean-Pierre Desclés:
Lexical Meanings Analysed by Means of Typed Applicative Representations. - Tzu-Keng Fu, Oliver Kutz:
The Analysis and Synthesis of Logic Translation. - Matthias Gerner:
Propositional Attitudes in Non-Compositional Logic. - Vladislav Kubon, Markéta Lopatková:
Studying Formal Properties of a Free Word Order Language. - Michel A. Paquette:
Speech Acts, Dialogues and the Common Ground.
AI Education
- Jim Marshall:
Special Track on Artificial Intelligence Education. - Frank Klassner, James Peyton-Jones, Kurt Lehmer:
Genetic Algorithms with Lego Mindstorms and Matlab. - Sambit Bhattacharya, Bogdan D. Czejdo, Nicolas Perez:
Research Modules for Undergraduates in Machine Learning for Automatic Gesture Classification.
Case-Based Reasoning
- Michael W. Floyd:
Special Track on Case-Based Reasoning. - Michael William Floyd, Mehmet Vefa Bicakci, Babak Esfandiari:
Case-Based Learning by Observation in Robotics Using a Dynamic Case Representation. - Vahid Jalali, David Leake:
Customizing Question Selection in Conversational Case-Based Reasoning. - Santiago Ontañón:
Case Acquisition Strategies for Case-Based Reasoning in Real-Time Strategy Games. - Santiago Ontañón, Enric Plaza:
Toward a Knowledge Transfer Model of Case-Based Inference. - Eoin Hurrell, Alan F. Smeaton, Barry Smyth:
Interactivity and Multimedia in Case-Based Recommendation.
Cognition and AI
- Nik Nailah Binti Abdullah:
Special Track on Cognition and Artificial Intelligence: Comparing Human Capability and Experience with Today's Computer Models. - Hans Werner Guesgen, Darren Kessell:
Gestural Control of Household Appliances for the Physically Impaired. - Tzu-Keng Fu:
A Formal Bi-Logic Framework for the Mental Processes. - Ridhika Malik, Nandan Parameswaran, Udayan Ghose:
Rule Based Event Management Systems. - Felicitas Mokom, Ziad Kobti:
Learning Artifact Capabilities Via a Hybrid Ontology. - Stellan Ohlsson, Robert H. Sloan, György Turán, Daniel Uber, Aaron Urasky:
An Approach to Evaluate AI Commonsense Reasoning Systems.
Data Mining
- David Bisant:
Special Track on Data Mining. - Juan M. Banda, Rafal A. Angryk, Petrus C. Martens:
Quantitative Comparison of Linear and Non-linear Dimensionality Reduction Techniques for Solar Image Archives. - William Eberle, Lawrence B. Holder, Beverly Massengill:
Graph-Based Anomaly Detection Applied to Homeland Security Cargo Screening. - Douglas E. Galarus, Rafal A. Angryk, John W. Sheppard:
Automated Weather Sensor Quality Control. - Susan P. Imberman, Michael E. Kress, Daniel P. McCloskey:
Using Frequent Pattern Mining To Identify Behaviors In A Naked Mole Rat Colony. - Eric Belanga Bell, Eric J. Marshall, Ryan Hull, Keith Fligg, Antonio Sanfilippo, Don Daly, Dave W. Engel:
Classifying Scientific Performance on a Metric-by-Metric Basis.
Games and Entertainment
- David Hunter Hale:
Special Track on Games and Entertainment. - Roman Barták, Filip Dvorak, Jakub Gemrot, Cyril Brom, Daniel Toropila:
When Planning Should Be Easy: On Solving Cumulative Planning Problems. - William P. Birmingham, Shane Rose, Gregory Miller, Matthew Mahan:
Effect of Latency on Pursuit Problems. - D. Hunter Hale, G. Michael Youngblood:
Generating Texture Aware Spatial Decompositions.
Intelligent Tutoring Systems
- Robert G. M. Hausmann:
Special Track on Intelligent Tutoring Systems. - Zachary A. Pardos, Neil T. Heffernan:
Tutor Modeling Versus Student Modeling. - Stephen Bruce Blessing, Shrenik Devasani, Stephen B. Gilbert:
Evaluating ConceptGrid: An Authoring System for Natural Language Responses. - Sidney K. D'Mello, Arthur C. Graesser:
Malleability of Students' Perceptions of an Affect-Sensitive Tutor and Its Influence on Learning. - Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Analyzing Posture and Affect in Task-Oriented Tutoring. - G. Tanner Jackson, Chutima Boonthum-Denecke, Danielle S. McNamara:
A Comparison of Gains between Educational Games and a Traditional ITS. - Christopher Michael Mitchell, Eunyoung Ha, Kristy Elizabeth Boyer, James C. Lester:
Recognizing Effective and Student-Adaptive Tutor Moves in Task-Oriented Tutorial Dialogue. - Natalie K. Person, Andrew Olney, Sidney K. D'Mello, Blair Lehman:
Interactive Concept Maps and Learning Outcomes in Guru. - Yumeng Qiu, Zachary A. Pardos, Neil T. Heffernan:
Towards Data Driven Model Improvement. - Rod D. Roscoe, Danica Kugler, Scott A. Crossley, Jennifer L. Weston, Danielle S. McNamara:
Developing Pedagogically-Guided Threshold Algorithms for Intelligent Automated Essay Feedback. - Joachim Schramm, Sven Strickroth, Nguyen-Thinh Le, Niels Pinkwart:
Teaching UML Skills to Novice Programmers Using a Sample Solution Based Intelligent Tutoring System. - Sunayana Sitaram, Jack Mostow:
Mining Data from Project LISTEN's Reading Tutor to Analyze Development of Children's Oral Reading Prosody. - Cameron Carpenter, Leticia Osterberg, Geoff Sutcliffe:
SAMHT - Suicidal Avatars for Mental Health Training. - Yuanpeng Li, Jack Mostow:
Evaluating and Improving Real-Time Tracking of Children's Oral Reading.
Robotics and Human Robot Interaction
- Chutima Boonthum-Denecke:
Special Track on Robotics and Human-Robot Interaction. - Eric Aaron, Juan Pablo Mendoza, Foster Nichols:
Adaptive Obstacle Representations for Dynamical Navigation. - Ramon A. Cardona, David S. Touretzky:
Leg Design for a Praying Mantis Robot. - Joaquin Arturo Pockels, Ashwin Iyengar, David S. Touretzky:
Graphical Display of Search Trees for Transparent Robot Programming. - Owen Paul Watson, David S. Touretzky:
Small Scale Manipulation with the Calliope Robot. - Elvra Rebecca Caldwell, Elva J. Jones:
Using Robotics to Achieve Meaningful Research Skills in Robotics. - Jennifer Gregory, Ayanna M. Howard, Chutima Boonthum-Denecke:
Wii Nunchuk Controlled Dance Pleo! Dance! to Assist Children with Cerebral Palsy by Play Therapy. - Ebrima Jobe, James McLurkin, Chutima Boonthum-Denecke:
R-One Swarm Robot: Developing the Accelerometer and Gyroscope. - Emmanuel Johnson, Edwin Olson, Chutima Boonthum-Denecke:
Robot Localization Using Overhead Camera and LEDs. - Dekita Moon, Paul Rybski, Cheryl Swanier, Chutima Boonthum-Denecke:
Snackbot: The Process to Engage in Human-Robot Conversation.
Uncertain Reasoning
- Cory J. Butz:
Special Track on Uncertain Reasoning. - Michael Robert Glass, Ken Barker
Focused Grounding for Markov Logic Networks. - Rafik Hadfi, Takayuki Ito:
Asymptotic Maximum Entropy Principle for Utility Elicitation under High Uncertainty and Partial Information. - Souhila Kaci:
A Postulate-Based Analysis of Comparative Preference Statements. - Nicholas Mattei, Judy Goldsmith, Andrew Klapper:
On the Complexity of Bribery and Manipulation in Tournaments with Uncertain Information. - Nico Potyka:
Towards a General Framework for Maximum Entropy Reasoning. - Christoph Beierle, Gabriele Kern-Isberner:
Conditional Objects Revisited: Variants and Model Translations. - Geng Wang, Zuoquan Lin:
A Model-Theoretic Semantics for Two-Sided Argumentation.
Poster Abstracts
- Poster Abstracts.
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