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 |