Frontmatter
| Preface | |
| William Eberle, Chutima Boonthum-Denecke |
| Florida AI Research Society | |
| William Eberle, Chutima Boonthum-Denecke |
| Conference Committees | |
| William Eberle, Chutima Boonthum-Denecke |
| Invited Talk Abstracts | |
| William Eberle, Chutima Boonthum-Denecke |
Main Track
| Action Classification Using Sequence Alignment and Shape Context | |
| Sultan Almotairi, Eraldo Ribeiro |
| The Author Perspective Model for Classifying Deontic Modality in Events | |
| David Bracewell, David Hinote, Sean Monahan |
| Analyzing the Effect of Communicative Evidence in a Bayesian System for Grouped Bar Chart Message Recognition | |
| Richard Burns, Sandra Carberry, Stephanie Elzer Schwartz |
| SemMemDB: In-Database Knowledge Activation | |
| Yang Chen, Milenko Petrovic, Micah Clark |
| Decision Networks for Modeling and Analysis of Attack/Defense Scenarios in Critical Infrastructures | |
| Daniele Codetta-Raiteri, Luigi Portinale, Roberta Terruggia |
| Part of Speech Induction from Distributional Features: Balancing Vocabulary and Context | |
| Vivek V. Datla, King-Ip Lin, Max Louwerse |
| An Approach for Constructing Reliable Social Agent Based Systems Considering Dynamic Environment and Other Factors Affecting Their Progress | |
| Inderjeet Singh Dogra, Ziad Kobti |
| Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification | |
| Patrick Donnelly, John Sheppard |
| Linguistic Style and Social Historical Context: An Automated Linguistic Analysis of Mao Zedong’s Speeches | |
| Ying Duan, Nia M. Dowell, Arthur C. Graesser, Haiying Li |
| Combining Feature Selection and Ensemble Learning for Software Quality Estimation | |
| Kehan Gao, Taghi M. Khoshgoftaar, Randall Wald |
| Pharaoh: Conceptual Blending of Cognitive Scripts for Computationally Creative Agents | |
| Rania Hodhod, Brian Magerko |
| New Bounds on False-Name Manipulations in Weighted Voting Games | |
| Ramoni O. Lasisi, Vicki H. Allan |
| How to Improve Multi-Agent Recommendations Using Data from Social Networks? | |
| Fabiana Lorenzi, Bruno Fontanella, Edson Prestes, Andre Peres |
| Differential Neighborhood Selection In Memory-Based Group Recommender Systems | |
| Nadia A Najjar, David C Wilson |
| A New Dimension Division Scheme for Heterogeneous Multi-Population Cultural Algorithm | |
| Mohammad R. Raeesi N., Joshua Chittle, Ziad Kobti |
| Assessing Impacts of a Power User Attack on a Matrix Factorization Collaborative Recommender System | |
| Carlos E. Seminario, David C. Wilson |
| Combining Knowledge and Corpus-based Measures for Word-to-Word Similarity | |
| Dan Stefanescu, Vasile Rus, Nobal Bikram Niraula, Rajendra Banjade |
| Scene Blocking Utilizing Forces | |
| Christine Talbot, G. Michael Youngblood |
| BAM Learning in High Level of Connection Sparseness | |
| Christophe Tremblay, Sylvain Chartier |
| Gesture Unit Segmentation Using Spatial-Temporal Information and Machine Learning | |
| Priscilla Koch Wagner, Sarajane Marques Peres, Renata Cristina Barros Madeo, Clodoaldo Aparecido de Moraes Lima, Fernando de Almeida Freitas |
| Strategy Mining | |
| Xiaoxi Xu, David Jensen, Edwina L. Rissland |
Affective Computing
| Special Track on Affective Computing | |
| Gerald M. Knapp, Sidney D’Mello |
| Toward Building Automatic Affect Recognition Machine Using Acoustics Features | |
| Andreas H. Marpaung, Avelino Gonzalez |
| Using Remote Heart Rate Measurement for Affect Detection | |
| Hamed Monkaresi, Sazzad Hussain, Rafael Calvo |
| Using Affect Awareness to Modulate Task Experience: A Study Amongst Pre-elementary School Kids | |
| Vivek Pai, Raja Sooriamurthi |
| Affect Intensity Estimation Using Multiple Modalities | |
| Amol S Patwardhan, Gerald M Knapp |
| Sentiment Analysis Using Dependency Trees and Named-Entities | |
| Ugan Yasavur, Jorge Travieso, Christine Lisetti, Naphtali David Rishe |
Applications of Artificial Intelligence in Business
| Special Track on Applications of Artificial Intelligence in Business Applications | |
| Rachel Green, Chayan Chakrabarti, Philip McCarthy |
| Semantic Content Enrichment of Sensor Network Data for Environmental Monitoring | |
| Dustin R. Franz, Ricardo A. Calix |
| Two-Stage Stock Portfolio Construction: Correlation Clustering and Genetic Optimization | |
| Sachin R. Joglekar |
| Characterizing Latent User Interests on Enterprise Networks | |
| Benjamin Priest, Kevin M. Carter |
| Machine Learning to Improve a Document Pipeline | |
| Scott A. Wallace, Bhadresh Patel, Landon Kryger, Susan Seley |
Applied Natural Language Processing
| Special Track on Applied Natural Language Processing | |
| Fazel Keshtkar, Chutima Boonthum-Denecke, |
| HPSG Grammar for Arabic Coordination Experimented with LKB System | |
| Sirine Boukedi, Kais Haddar |
| Common and Common-Sense Knowledge Integration for Concept-Level Sentiment Analysis | |
| Erik Cambria, Newton Howard |
| Automated Classification of Stance in Student Essays: An Approach Using Stance Target Information and the Wikipedia Link-Based Measure | |
| Adam Faulkner |
| Grammatical Facial Expressions Recognition with Machine Learning | |
| Fernando de Almeida Freitas, Sarajane Marques Peres, Clodoaldo Aparecido de Moraes Lima, Felipe Venâncio Barbosa |
| A Natural Language Conversational System for Online Academic Advising | |
| Edward M. Latorre-Navarro, John G. Harris |
| Comparison of Google Translation with Human Translation | |
| Haiying Li, Arthur C. Graesser, Zhiqiang Cai |
| The Use of Paraphrase Identification in the Retrieval of Appropriate Responses for Script Based Conversational Agents | |
| Jerome L. McClendon, Naja A. Mack, Larry F. Hodges |
| Temporal Referentials with Formal Semantic Representation | |
| Hee-Jin Ro, Antoine Blais |
| Opportunities and Challenges in Semantic Similarity | |
| Vasile Rus |
| Multi-Document Summarization Using Graph-Based Iterative Ranking Algorithms and Information Theoretical Distortion Measures | |
| Borhan Samei, Borhan Samei, Marzieh Estiagh, Marzieh Eshtiagh, Fazel Keshtkar, Sattar Hashemi, Sattar Hashemi |
| Mining Named Entity Translation from Non Parallel Corpora | |
| Rahma Sellami, Fatiha Sadat, Lamia Hadrich Belguith |
| A Bilingual Analysis of Cohesion in a Corpus of Leader Speeches | |
| Lubna Shala, Vasile Rus, Arthur C. Graesser |
| Semantic Feature Representation to Capture News Impact | |
| Boyi Xie, Dingquan Wang, Rebecca J. Passonneau |
| Identifying Social Deliberative Behavior from Online Communication — A Cross-Domain Study | |
| Xiaoxi Xu, Tom Murray, Beverly Park Woolf, David A. Smith |
Artificial Intelligence in Games and Multimedia
| Special Track on Artificial Intelligence in Games and Multimedia | |
| D. Michael Franklin |
| Adapting IRIS, a Non-Interactive Narrative Generation System, to an Interactive Text Adventure Game | |
| Matthew William Fendt, R. Michael Young |
| Multi-Agent Artificial Intelligence in Pursuit Strategies: Breaking through the Stalemate | |
| D. Michael Franklin, Kevin L. Markley |
| An Improved Dataset and Extraction Process for Starcraft AI | |
| Glen Robertson, Ian Watson |
| BTT-Go: An Agent for Go that Uses a Transposition Table to Reduce the Simulations and the Supervision in the Monte-Carlo Tree Search | |
| Eldane Vieira Junior, Rita Maria Julia |
Artificial Intelligence in Healthcare Informatics
| Special Track on Artificial Intelligence in Healthcare Informatics | |
| Doug Talbert, Steve Talbert |
| Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data | |
| David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano |
| Towards Using Rule-Based Multi-agent System for the Early Detection of Adverse Drug Reactions | |
| Zina M. Ibrahim, Robbie Mallah, Richard J. B. Dobson |
| Extreme Logistic Regression: A Large Scale Learning Algorithm with Application to Prostate Cancer Mortality Prediction | |
| Che Ngufor, Janusz Wojtusiak, Andrea Hooker, Talha Oz, Jack Hadley |
| Comparing Raw Data and Feature Extraction for Seizure Detection with Deep Learning Methods | |
| Adam Page, J. T. Turner, Tinoosh Mohsenin, Tim Oates |
| Optimizing Wrapper-Based Feature Selection for Use on Bioinformatics Data | |
| Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano |
Case-Based Reasoning
| Special Track on Case-Based Reasoning | |
| Joseph Kendall-Morwick, Vahid Jalali |
| An Ensemble Approach to Adaptation-Guided Retrieval | |
| Vahid Jalali, David Leake |
| Learning Case Feature Weights from Relevance and Ranking Feedback | |
| Luc Lamontagne, Alexandre Bergeron Guyard |
Culture-Aware AI Systems
| Special Track on Culture-Aware AI System | |
| Colette Faucher |
| Modeling the Salience of Socio-Cultural Identities in the System PSYMDEV | |
| Colette Faucher, Malika Machtoune |
| Representing and Reasoning about Cultural Contexts in Intelligent Learning Environments | |
| Phaedra Mohammed, Permanand Mohan |
Data Mining
| Special Track on Data Mining | |
| David Bisant, William Eberle |
| ERMO-DG: Evolving Region Moving Object Dataset Generator | |
| Berkay Aydin, Rafal Angryk, Karthik Ganesan Pillai |
| SMART Electronic Legal Discovery Via Topic Modeling | |
| Clint Pazhayidam George, Sahil Puri, Daisy Zhe Wang, Joseph N. Wilson, William F. Hamilton |
| Histogram-Based Method for Effective Initialization of the K-Means Clustering Algorithm | |
| Caroline Gingles, M. Emre Celebi |
| Comparing Data Processing Frameworks for Scalable Clustering | |
| Sharanjit Kaur, Rakhi Saxena, Dhriti Khanna, Vasudha Bhatnagar |
| Correlation-Based Refinement of Rules with Numerical Attributes | |
| Andre Melo, Martin Theobald, Johanna Völker |
| Mining Contextual Preferences in Data Streams | |
| Jaqueline A. J. Papini, Allan Kardec S. Soares, Sandra de Amo |
| A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification | |
| Maziyar Baran Pouyan, Rasoul Yousefi, Sarah Ostadabbas, Mehrdad Nourani |
| Mitigating the Curse of Dimensionality for Exact kNN Retrieval | |
| Michael A. Schuh, Tim Wylie, Rafal A. Angryk |
Intelligent Autonomous Systems
| Special Track on Intelligent Autonomous Systems | |
| Roman Barták, David Obdržálek |
| Probabilistic Failure Isolation for Cognitive Robots | |
| Dogan Altan, Sanem Sariel-Talay |
Intelligent Tutoring Systems
| Special Track on Intelligent Tutoring Systems | |
| Rod Roscoe, James Segedy |
| Steps Towards Adaptive Psychomotor Instruction | |
| Charles Amburn, Benjamin Goldberg, Keith Brawner |
| Developing Component Scores from Natural Language Processing Tools to Assess Human Ratings of Essay Quality | |
| Scott Crossley, Danielle McNamara |
| Emotional Rollercoasters: Day Differences in Affect Incidence during Learning | |
| Sidney D'Mello |
| Writing Quality, Knowledge, and Comprehension Correlates of Human and Automated Essay Scoring | |
| Rod D. Roscoe, Scott A. Crossley, Erica L. Snow, Laura K. Varner, Danielle S. McNamara |
Robotics
| Special Track on Robotics | |
| Rebecca Caldwell, LaVonne Manning |
| On Autonomous Landing of AR.Drone: Hands-On Experience | |
| Roman Bartak, Andrej Hrasko, David Obdrzalek |
| Multi-Instance Active Learning with Online Labeling for Object Recognition | |
| Kimia Salmani, Mohan Sridharan |
| Effects of Wireless Signal Attenuation on Robot Team Performance | |
| Briana Wellman, Bradley Erickson, Tommy Suriel, Kamala Mayo, Tajh Phifer, Kriti Acharya |
| Scan Matching for Graph SLAM in Indoor Dynamic Scenarios | |
| Jingchun Yin, Luca Carlone, Stefano Rosa, Muhammad Latif Anjum, Basilio Bona |
Semantic, Logics and Information Extraction in AI
| Special Track on Semantic, Logics and Information Extraction in AI | |
| Christophe Jouis, Ismail Biskri, Adel Jebali, Anca Pascu |
| Semantic Enrichments in Text Supervised Classification: Application to Medical Domain | |
| Shereen Albitar, Bernard Espinasse, Sébastien Fournier |
| Assuming Facts Are Expressed More Than Once | |
| Justin Betteridge, Alan Ritter, Tom Mitchell |
| Automatic Valency Derivation for Related Languages | |
| Natalia Klyueva, Vladislav Kubon |
| Discursive Mining Viewpoints in Building Multi-Document Synthesized Sheets | |
| Olfa Makkaoui, Jean-Pierre Desclés, Marc Bertin, Christophe Jouis, Jean-Gabriel Ganascia |
| Hybrid Intelligence for Semantics-Enhanced Networking Operations | |
| Bassem Mokhtar, Mohamed Eltoweissy |
| Toward a Computational Theory of Conceptual Metaphor | |
| Anca Christine Pascu, Tzu-Keng Fu, Jean-Pierre Descles |
| Towards a Mathematical and Computational Theory of Meaning in Natural Languages. | |
| Benoît Sauzay, Gaëll Guibert, Jean-Pierre Desclés |
| Streaming Fact Extraction for Wikipedia Entities at Web-Scale | |
| Morteza Shahriari Nia, Christan Grant, Yang Peng, Daisy Zhe Wang, Milenko Petrovic |
| Using Strong Lexical Association Extraction in an Understanding of Managers’ Decision Process | |
| Frédéric Simard, Ismaïl Biskri, Josée St-Pierre, Boucif Amar Bensaber |
Uncertain Reasoning
| Special Track on Uncertain Reasoning | |
| Souhila Kaci, Matthias Thimm |
| Observations on the Minimality of Ranking Functions for Qualitative Conditional Knowledge Bases and Their Computation | |
| Christoph Beierle, Rita Hermsen, Gabriele Kern-Isberner |
| Implementation of a Transformation System for Relational Probabilistic Knowledge Bases Simplifying the Maximum Entropy Model Computation | |
| Christoph Beierle, Markus Höhnerbach, Marcus Marto |
| Learning Probabilistic Relational Models Using Non-Negative Matrix Factorization | |
| Anthony Coutant, Philippe Leray, Hoel Le Capitaine |
| A Novel Methodology for Processing Probabilistic Knowledge Bases Under Maximum Entropy | |
| Gabriele Kern-Isberner, Marco Wilhelm, Christoph Beierle |
| Chained Path Evaluation for Hierarchical Multi-Label Classification | |
| Mallinali Ramírez-Corona, L. Enrique Sucar, Eduardo F. Morales |
| An Empirical Evaluation of Costs and Benefits of Simplifying Bayesian Networks by Removing Weak Arcs | |
| Parot Ratnapinda, Marek J. Druzdzel |
| Factored Performance Functions with Structural Representation in Continuous Time Bayesian Networks | |
| Liessman Sturlaugson, John W. Sheppard |
Poster Abstracts
| Poster Abstracts | |
| William Eberle, Chutima Boonthum-Denecke |
| FLAIRS Poster Abstracts | |
| William Eberle, Chutima Boonthum-Denecke |