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 |