General Conference
| Preface | |
| Chutima Boonthum-Denecke, G. Michael Youngblood |
| Florida AI Research Society | |
| Chutima Boonthum-Denecke |
| Conference Committees | |
| Chutima Boonthum-Denecke |
Invited Speakers
| Invited Talk Abstracts | |
| Ayanna Howard, David Johnson, Cristina Conati, Frederick W. Chen, Nikolaj Bjorner |
| Robots Learn to Play: Robots Emerging Role in Pediatric Therapy | |
| Ayanna Howard |
General Conference Full Paper
| Semantically Correct Representation of Multi-Model Interoperations | |
| Ahmed Abu Jbara, Alexander Levis |
| On the Minimal Labeling Problem of Temporal and Spatial Qualitative Constraints | |
| Nouhad Amaneddine, Jean-François Condotta |
| Automatic Building of Semantically Rich Domain Models from Unstructured Data | |
| Mithun Balakrishna, Dan Moldovan |
| Simplifying Verification of Nested Workflows with Extra Constraints | |
| Roman Bartak |
| A Framework for Simulating and Evaluating Artificial Chatter Bot Conversations | |
| Chayan Chakrabarti, George F. Luger |
| Exploiting Key Events for Learning Interception Policies | |
| Yuan Chang, Gita Reese Sukthankar |
| Profiling the Distance Characteristics of Mutation Operators for Permutation-Based Genetic Algorithms | |
| Vincent A. Cicirello, Robert Cernera |
| Lexical Chains on WordNet and Extensions | |
| Tatiana N. Erekhinskaya, Dan I. Moldovan |
| Comparing Air Mission Routes from a Combat Survival Perspective | |
| Tina Erlandsson, Lars Niklasson |
| Comparing Frequency- and Style-Based Features for Twitter Author Identification | |
| Rachel M. Green, John W. Sheppard |
| Knowledge Sharing Through Agent Migration with Multi-Population Cultural Algorithm | |
| Andrew William Hlynka, Ziad Kobti |
| Learning Individualized Facial Expressions in an Avatar with PSO and Tabu Search | |
| Evan Husk, Avelino J. Gonzalez, Sumanta Pattanaik |
| Learning Policies in Partially Observable MDPs with Abstract Actions Using Value Iteration | |
| Hamed Janzadeh, Manfred Huber |
| Learning Social Calculus with Genetic Programing | |
| Saad Ahmad Khan, Jonathan Streater, Tarajeet Singh Bhatia, Steve Fiore, Ladislau Boloni |
| Improving SAT Solver Efficiency Using a Multi-Core Approach | |
| Ricardo Marques, Luis G Silva, Paulo Flores, L. Miguel Silveira |
| Effects of Social Inhibition on Selection of Artifact Capabilities | |
| Felicitas Mokom, Ziad Kobti |
| Top-Down Executive Control Drives Reticular-Thalamic Inhibition and Relays Cortical Information in a Large-Scale Neurocognitive Model | |
| Matthew E. Phillips, Michael C. Avery, Jeffrey L. Krichmar, Rajan Bhattacharyya |
| Acquiring User Models to Test Automated Assistants | |
| Marc Pickett, David W. Aha, J. Gregory Trafton |
| A Prototype Mobile Expert System for Nutritional Diagnosis | |
| Cristian Quesada, Marcelo Jenkins |
| Novelty Detection Using Sparse Online Gaussian Processes for Visual Object Recognition | |
| Ruben Ramirez-Padron, Boris Mederos, Avelino J. Gonzalez |
| Two-Stage Second Order Training in Feedforward Neural Networks | |
| Melvin Deloyd Robinson, Michael Thomas Manry |
| Bias and Variance Optimization for SVMs Model Selection | |
| Alejandro Rosales-Pérez, Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Reyes-Garcia |
| A Fuzzy Logic Computational Model for Emotion Regulation Based on Gross | |
| Ahmad Soleimani, Ziad Kobti |
| A Computationally Efficient System for High-Performance Multi-Document Summarization | |
| Sean Sovine, Hyoil Han |
| Lack of Spatial Indicators in Hamlet | |
| Christine Talbot, G. Michael Youngblood |
| Domain-Independent Heuristics for Goal Formulation | |
| Mark A. Wilson, Matthew Molineaux, David W. Aha |
| Cluster Analysis for Optimal Indexing | |
| Tim Wylie, Michael A. Schuh, John W. Sheppard, Rafal A. Angryk |
General Conference Poster Paper
| Detection of Alzheimer’s Disease via Statistical Features from Brain Slices | |
| Namita Aggarwal, Bharti Rana, R. K. Agrawal |
| A Framework to Manage Conditional Constraints and Qualitative Preferences | |
| Eisa Alanazi, Malek Mouhoub |
| Intelligent Shopping Using Migrating Agents | |
| Lianne Lee, Nandan Parameswaran |
| A Framework for the Qualitative Comparison of Diverse Developmental Agents | |
| Lisa B. Soros, Avelino J. Gonzalez |
Applied Natural Language Processing Special Track
| Special Track on Applied Natural Language Processing | |
| Mihai Lintean, Chutima Boonthum-Denecke |
| Automatic Detection of Nominal Entities in Speech for Enriched Content Search | |
| Ricardo A. Calix, Leili Javadpout, Mehdi Khazaeli, Gerald M. Knapp |
| Novel Curve Signatures and a Combination Method for Thai On-Line Handwriting Character Recognition | |
| Ekawat Chaowicharat, Nick Cercone, Kanlaya Naruedomkul |
| Cohesion-Based Prompt Effects in Argumentative Writing | |
| Scott Crossley, Laura Varner, Danielle McNamara |
| Using Automatic Scoring Models to Detect Changes in Student Writing in an Intelligent Tutoring System | |
| Scott Crossley, Rod Roscoe, Danielle McNamara |
| Automated Non-Content Word List Generation Using hLDA | |
| Wayne Krug, Marc T. Tomlinson |
| Comparing Two Measures for Formality | |
| Haiying Li, Zhiqiang Cai, Arthur C. Graesser |
| Towards Finding Relevant Information Graphics: Identifying the Independent and Dependent Axis from User-Written Queries | |
| Zhuo Li, Matthew Stagitis, Kathleen McCoy, Sandra Carberry |
| A Study of Probabilistic and Algebraic Methods for Semantic Similarity | |
| Vasile Rus, Nobal Bikram Niraula, Rajendra Banjade |
| Extending Word Highlighting in Multiparticipant Chat | |
| David C. Uthus, David W. Aha |
| A Gramulator Analysis of Gendered Language in Cable News Reportage | |
| Xin Wen, Philip Michael McCarthy, Amber Chauncey Strain |
| Ontology-Based Named Entity Recognizer for Behavioral Health | |
| Ugan Yasavur, Reza Amini, Christine Lisetti, Naphtali Rishe |
| A Logic Prover Approach to Predicting Textual Similarity | |
| Eduardo Blanco, Dan Moldovan |
| Twitter Trends Detection by Identifying Grammatical Relations | |
| Mikhail Aleksandrovich Dykov, Pavel Nikolaevich Vorobkalov |
| Using an Automatically Generated Dictionary and a Classifier to Identify a Person's Profession in Tweets | |
| Abe Cezar Hall, Fernando Gomez |
Artificial Intelligence and Cyber Security Special Track
| Special Track on Artificial Intelligence and Cyber Security | |
| Gerald M. Knapp, Ricardo A. Calix, Mehdi Khazaeli, Leili Javadpour |
| User Authentication from Web Browsing Behavior | |
| Myriam Abramson, David Aha |
| Inferring Accurate Histories of Malware Evolution from Structural Evidence | |
| Craig Darmetko, Steven Jilcott, John Everett |
| An Expectation Maximization Approach to Detecting Compromised Remote Access Accounts | |
| Kevin Gold, Ben Priest, Kevin M. Carter |
| Recognizing Artificial Faces Using Wavelet Based Adapted Median Binary Patterns | |
| Abdallah Mohamed, Roman Yampolskiy |
| Feature Ranking and Support Vector Machines Classification Analysis of the NSL-KDD Intrusion Detection Corpus | |
| Ricardo A. Calix, Rajesh Sankaran |
Artificial Intelligence, Cognitive Semantics, Computational Linguistics and Logics Special Track
| Special Track on Artificial Intelligence, Cognitive Semantic, Computational Linguistics, and Logic | |
| Florence Le Priol, Ismail Biskri, Adel Jebali, Anca Pascu |
| Exploiting Maching Learning for Automatic Semantic Feature Assignment | |
| Karel Bilek, Natalia Klyueva, Vladislav Kubon |
| Integration of Sequence of Computational Modules Dedicated to Text Analysis: A Combinatory Typed Approach | |
| Ismaïl Biskri, Marie Anastacio, Adam Joly, Boucif Amar Bensaber |
| A Neo-Topological Approach to Reasoning on Ontologies with Exceptions and Comparison with Defeasible Description Logics | |
| Christophe Jouis, Mohammed Yasin Rahman, Jean-Gabriel Ganascia |
| A Hybrid Approach for Arabic Semantic Relation Extraction | |
| Wiem Lahbib, Ibrahim Bounhas, Bilel Elayeb, Fabrice Evrard, Yahya Slimani |
| The Logic of Typical and Atypical Instances (LTA) | |
| Jean-Pierre Descles, Anca Christine Pascu, Christophe Jouis |
| Revisiting Linguistic Approximation for Computing with Words | |
| Nina Marhamati, Purvag Patel, Yousef Althobaiti, Elham S. Khorasani, Shahram Rahimi |
Artificial Intelligence in Healthcare Special Track
| Special Track on Artificial Intelligence in Healthcare Informatics | |
| Doug Talbert, Steve Talbert |
| Towards an Expressive Embodied Conversational Agent Utilizing Multi-Ethnicity to Augment Solution Focused Therapy | |
| Mark Allison, Lynn Marie Kendrick |
| A Multi-Label Classification Approach for Coding Cancer Information Service Chat Transcripts | |
| Anthony Rios, Robin Vanderpool, Pam Shaw, Ramakanth Kavuluru |
| ICA Analysis of Face Color for Health Applications | |
| Roger Su, Timothy Michael Dockins, Manfred Huber |
| Ensemble Gene Selection Versus Single Gene Selection: Which Is Better? | |
| Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman |
Case-Based Reasoning Special Track
| Special Track on Case-Based Reasoning | |
| Michael W. Floyd, Santiago Ontañón |
| MAC/FAC Retrieval of Semantic Workflows | |
| Ralph Bergmann, Alexander Stromer |
| Trace-Based Reasoning — Modeling Interaction Traces for Reasoning on Experiences | |
| Amélie Cordier, Marie Lefevre, Pierre-Antoine Champin, Olivier Georgeon, Alain Mille |
| Evaluating Sketch-Based Retrieval Speed-Up for Behaviour Design in Soccerbots | |
| Gonzalo Florez-Puga, Belén Díaz-Agudo, Pedro González-Calero |
| Analysis and Cleaning of User Traces Through Comparison of Multiple Traces | |
| Michael William Floyd, Babak Esfandiari |
| An Ensemble Approach to Instance-Based Regression Using Stretched Neighborhoods | |
| Vahid Jalali, David Leake |
| A Comparison of Case Acquisition Strategies for Learning from Observations of State-Based Experts | |
| Santiago Ontanon, Michael Floyd |
| Learning from Demonstration to Be a Good Team Member in a Role Playing Game | |
| Michael Silva, Silas McCroskey, Jonathan Rubin, Michael Youngblood, Ashwin Ram |
| Modeling Competence for Case Based Reasoning Systems Using Clustering | |
| Abir Smiti, Zied Elouedi |
| Applying CBR Principles to Reason without Negative Exemplars | |
| Sidath Gunawardena, Rosina O. Weber |
| What a Shame — Why Good Ideas Can’t Make It in Architecture: A Contemporary Approach towards the Case-Based Reasoning Paradigm in Architecture | |
| Katharina Richter |
Data Mining Special Track
| Special Track on Data Mining | |
| David Bisant, William Eberle |
| Constraint-Based Search of Different Kinds of Discriminative Patterns | |
| Loïc Cerf, João Foscarini, Israel Guerra, Michel Boaventura, Wagner Meira Jr. |
| Classification Performance of Rank Aggregation Techniques for Ensemble Gene Selection | |
| David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano |
| An Accelerated Nearest Neighbor Search Method for the K-Means Clustering Algorithm | |
| Adam Fausett, M. Emre Celebi |
| A Hybrid Global-Local Approach for Hierarchical Classification | |
| Julio Noe Hernandez, Luis Enrique Sucar, Eduardo F. Morales |
| A Hierarchical Model for Morphological Galaxy Classification | |
| Maribel Angelica Marin, Luis Enrique Sucar, Jesus A. Gonzalez, Raquel Diaz |
| MDL-Based Unsupervised Attribute Ranking | |
| Zdravko Markov |
| Discovering Fraud in Online Classified Ads | |
| Alan Matthew McCormick, William Eberle |
| A Simulated Annealing Clustering Algorithm Based On Center Perturbation Using Gaussian Mutation | |
| Stephen Merendino, M. Emre Celebi |
| Context-Driven Image Annotation Using ImageNet | |
| George E. Noel, Gilbert L. Peterson |
| Stretchy Time Pattern Mining: A Deeper Analysis of Environment Sensor Data | |
| Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro |
| Exploiting Topical Perceptions over Multi-Lingual Text for Hashtag Suggestion on Twitter | |
| Amara Tariq, Asim Karim, Fernando Gomez, Hassan Foroosh |
| Study on Parameter Selection Using SampleBoost | |
| Mohamed Abouelenien, Xiaohui Yuan |
| Stochastic Aware Random Forests - A Variation Less Impacted by Randomness | |
| Paulo Fernandes, Lucelene Lopes, Silvio Normey, Duncan Ruiz |
| Visualizing Stock Market Data with Self-Organizing Map | |
| Joel Joseph, Indratmo Indratmo |
| Data Clustering and Similarity | |
| Julien Soler, Fabien Tencé, Laurent Gaubert, Cédric Buche |
Intelligent Tutoring System Special Track
| Special Track on Intelligent Tutoring Systems | |
| Rod Roscoe, G. Tanner Jackson |
| Game Performance as a Measure of Comprehension and Skill Transfer | |
| G. Tanner Jackson, Erica L. Snow, Laura K. Varner, Danielle S. McNamara |
| Added Teacher-Created Motiational Video to an ITS | |
| Kim M. Kelly, Neil Heffernan, Sidney D'Mello, Jeffrey Namais, Amber Chauncey Strain |
| Emotions During Writing about Socially-Charged Issues: Effects of the (Mis)Alignment of Personal Positions with Instructed Positions | |
| Caitlin Spencer Mills, Sidney Keith D'Mello |
| Educational Game Enjoyment, Perceptions, and Features in an Intelligent Writing Tutor | |
| Rod Roscoe, Erica L. Snow, Russell D. Brandon, Danielle S. McNamara |
| The Impact of Performance Orientation on Students’ Interactions and Achievements in an ITS | |
| Erica Linn Snow, G. Tanner Jackson, Laura K Varner, Danielle S McNamara |
| Applying Clustering to the Problem of Predicting Retention within an ITS: Comparing Regularity Clustering with Traditional Methods | |
| Fei Song, Shubhendu Trivedi, Yutao Wang, Gabor Sarkozy, Neil Heffernan |
| Will You Get It Right Next Week: Predict Delayed Performance in Enhanced ITS Mastery Cycle | |
| Xiaolu Xiong, Shoujing Li, Joseph E. Beck |
| Assessing Motivational Strategies in Serious Games Using Hidden Markov Models | |
| Lotfi Derbali, Ramla Ghali, Claude Frasson |
| Does Immediate Feedback While Doing Homework Improve Learning? | |
| Paul Kehrer, Kim Kelly, Neil Heffernan |
| Does Size Matter? Investigating User Input at a Larger Bandwidth | |
| Laura Kristen Varner, G. Tanner Jackson, Erica L. Snow, Danielle S. McNamara |
Robotics Special Track
| Special Track on Robotics and Human-Robot Interaction | |
| Rebecca Caldwell, LaVonne Manning |
| Overwatch: An Educational Testbed for Multi-Robot Experimentation | |
| D. Michael Franklin, Lynne E. Parker |
| Deciding like Humans Do | |
| Jens Hoefinghoff, Laura Hoffmann, Nicole Kraemer, Josef Pauli |
| All-Terrain Network Service Robot Based on Tekkostu Framework | |
| Derrick Jones, Ju Wang, John Lewis |
| Multirobot Coverage Using Observation-Based Cooperation with Backtracking | |
| Briana Lowe Wellman, Shameka Dawson, Monica Anderson |
| Multirobot Task Allocation with Real-Time Path Planning | |
| Prithviraj Dasgupta, Bradley Woosley |
| Exploring the Performance of the iRobot Create for Object Relocation in Outer Space | |
| Hasani Burns, Chutima Boonthum-Denecke |
Uncertain Reasoning Special Track
| Special Track on Uncertain Reasoning | |
| Christoph Beierle, Souhila Kaci |
| Towards Constraints Handling by Conflict Tolerance in Abstract Argumentation Frameworks | |
| Ofer Arieli |
| A Temporal Logic for Planning under Uncertainty | |
| Manuel Biscaia, Pedro Baltazar, Paulo Mateus, Rajagopal Nagarajan |
| Monotonic and Nonmonotonic Inference for Abstract Argumentation | |
| Richard Booth, Souhila Kaci, Tjitze Rienstra, Leendert van der Torre |
| Compiling Preference Queries in Qualitative Constraint Problems | |
| Jean-François Condotta, Souhila Kaci |
| Sensitivity Analysis in Portfolio Interval Decision Analysis | |
| Tobias Fasth, Aron Larsson |
| Intensional Combination of Rankings for OCF-Networks | |
| Gabriele Kern-Isberner, Christian Eichhorn |
| Improving Decision Diagrams for Decision Theoretic Planning | |
| Jean-Christophe Magnan, Pierre-Henri Wuillemin |
| An Empirical Comparison of Bayesian Network Parameter Learning Algorithms for Continuous Data Streams | |
| Parot Ratnapinda, Marek J. Druzdzel |
| Decision Tables Aggregation in Rough Sets Approximation | |
| Salem Chakhar, Clara Pusceddu |
| A Transfer Learning Approach for Learning Temporal Nodes Bayesian Networks | |
| Lindsey Jennifer Fiedler Cameras, Luis Enrique Sucar, Eduardo F. Morales |
| Propagation of Belief Functions through Frames of Discernment: Application to | |
| Bastien Pietropaoli, Michele Dominici, Frédéric Weis |
| Some Notes on the Factorization of Probabilistic Logical Models under Maximum Entropy Semantics | |
| Nico Potyka |
Poster Abstracts
| Poster Abstract Track | |
| Chutima Boonthum-Denecke, Philip M. McCarthy |