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29th FLAIRS Conference 2016: Key Largo, Florida, USA
- Zdravko Markov, Ingrid Russell:
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2016, Key Largo, Florida, USA, May 16-18, 2016. AAAI Press 2016, ISBN 978-1-57735-756-8
General Conference
- Awrad Mohammed Ali, Avelino J. Gonzalez:
Toward Designing a Realistic Conversational System: A Survey. 2-7 - Roman Barták, Jindrich Vodrázka:
Domain Modeling for Planning as Logic Programming. 8-13 - Jonathan Bergeron, Aron Schmidt, Richard Khoury, Luc Lamontagne:
Building User Interest Profiles Using DBpedia in a Question Answering System. 14-19 - Kai Cao, Xiang Li, Ralph Grishman:
Leveraging Dependency Regularization for Event Extraction. 20-25 - Amar Daood, Eraldo Ribeiro, Mark Bush:
Pollen Recognition Using Multi-Layer Feature Decomposition. 26-31 - Joshua Eckroth:
Iterated Abduction. 32-37 - Tina Erlandsson:
Coordinated Target Assignment and Route Planning for Air Team Mission Planning. 38-43 - Kallirroi Georgila, David V. Pynadath:
Towards a Computational Model of Human Opinion Dynamics in Response to Real-World Events. 44-49 - Mohammed Shameer Iqbal, Daniel L. Silver:
A Scalable Unsupervised Deep Multimodal Learning System. 50-55 - Vera A. Kazakova, Annie S. Wu:
Smarter Sharing Is Caring: Weighted Averaging in Decentralized Collective Transport with Obstacle Avoidance. 56-61 - Dalwinderjeet Kular, Eraldo Ribeiro:
Discovering Spatio-Temporal Relationships Among Activities in Videos Using a Relational Topic-Transition Model. 62-67 - Ramoni O. Lasisi:
Manipulation of Second-Order Copeland Elections: Heuristic and Experiment. 68-73 - Mauricio Cecilio Magnaguagno, Ramon Fraga Pereira, Felipe Meneguzzi:
DOVETAIL - An Abstraction for Classical Planning Using a Visual Metaphor. 74-79 - Yang Peng, Xiaofeng Zhou, Daisy Zhe Wang, Chunsheng Victor Fang:
Scalable Image Retrieval with Multimodal Fusion. 80-85 - Yao Jean Marc Pokou, Philippe Fournier-Viger, Chadia Moghrabi:
Authorship Attribution Using Small Sets of Frequent Part-of-Speech Skip-grams. 86-91 - Benjamin Shickel, Parisa Rashidi:
ART: An Availability-Aware Active Learning Framework for Data Streams. 92-97 - Marius Silaghi, Song Qin, Toshihiro Matsui, Makoto Yokoo:
Bayesian Network-Based Extension for PGP - Estimating Petition Support. 98-103 - Abhishek Singh, Wei Jin:
Ranking Summaries for Informativeness and Coherence without Reference Summaries. 104-109 - Geoff Sutcliffe, Francis Jeffry Pelletier:
Hoping for the Truth - A Survey of the TPTP Logics. 110-115 - Emilia Vanderwerf, Robert Stiles, Alexandra Warlen, Allison Seibert, Kevin Bastien, Andrew Meyer, Andrew M. Nuxoll, Scott A. Wallace:
Hash Functions for Episodic Recognition and Retrieval. 116-121 - Rohan Verma, Xiaoyu Ge, Jochen Renz:
Creating a New Angry Birds Competition Track. 122-127 - Michael Wollowski:
Studying Watson Inside Out - A Cognitive Systems Course. 128-133 - Josiah Wong, Avelino J. Gonzalez:
CATCH: Injecting "Contextual and Timely Conversational Humor" into Lifelike Avatars. 134-139 - Fei Yu, Eugene Santos:
On Modeling the Interplay Between Opinion Change and Formation. 140-145 - Sambit Bhattacharya, Bogdan D. Czejdo, John Martellaro, Aisha Bowe, Kajal Pancholi, Sue Hall:
Creation of a Student Research Environment in Artificial Intelligence with Industrial Involvement. 146-149 - Sourabh Bose, Manfred Huber:
Semi-Unsupervised Clustering Using Reinforcement Learning. 150-153 - Ramla Ghali, Claude Frasson, Sébastien Ouellet:
Towards Real Time Detection of Learners' Need of Help in Serious Games. 154-157 - Eric Neufeld, Sonje Finnestad:
Artificial Intelligence Testing. 158-161 - Richard J. Wallace:
Neighbourhood SAC for Constraint Satisfaction Problems with Non-Binary Constraints. 162-166
Special Track: Applications of Artificial Intelligence in Business and Industry
- Ian Beaver, Cynthia Freeman:
Prioritization of Risky Chats for Intent Classifier Improvement. 167-172 - Jeff Hanes, R. Paul Wiegand:
Using L-Systems to Generate Fault Trees for Benchmarking and Testing. 173-178 - Thomas B. Jones, Michael C. Darling, Katrina M. Groth, Matthew R. Denman, George F. Luger:
A Dynamic Bayesian Network for Diagnosing Nuclear Power Plant Accidents. 179-184 - Sarah K. K. Luger, Jeff Bowles:
Comparative Methods and Analysis for Creating High-Quality Question Sets from Crowdsourced Data. 185-190 - Slava Shekh, Luke Marsh:
Assessing Supply Chain Robustness Through Stress Testing. 191-197
Special Track: Applied Natural Language Processing
- Rajendra Banjade, Nobal B. Niraula, Vasile Rus:
Towards Detecting Intra- and Inter-Sentential Negation Scope and Focus in Dialogue. 198-203 - Berken Bayat, Christopher Krauss, Agathe Merceron, Stefan Arbanowski:
Supervised Speech Act Classification of Messages in German Online Discussions. 204-209 - Rubén Dorado, Sylvie Ratté:
Semisupervised Text Classification Using Unsupervised Topic Information. 210-213 - Greg Dubbin, Archna Bhatia, Bonnie J. Dorr, Adam Dalton, Kristy Hollingshead, Ian Perera, Suriya Kandaswamy, Jena D. Hwang:
Event Nugget Detection and Argument Extraction with DISCERN. 214-219 - Fattaneh Jabbari, Mohammad Hassan Falakmasir, Kevin D. Ashley:
Identifying Thesis Statements in Student Essays: The Class Imbalance Challenge and Resolution. 220-225 - Wencan Luo, Diane J. Litman:
Determining the Quality of a Student Reflective Response. 226-231 - Weicheng Ma, Torsten Suel:
Structural Sentence Similarity Estimation for Short Texts. 232-237 - Ahmed Ezzat Magooda, Mohamed A. Zahran, Mohsen A. Rashwan, Hazem M. Raafat, Magda B. Fayek:
Vector Based Techniques for Short Answer Grading. 238-243 - Chris Tanasescu, Bryan Paget, Diana Inkpen:
Automatic Classification of Poetry by Meter and Rhyme. 244-249 - Rajendra Banjade, Nabin Maharjan, Dipesh Gautam, Vasile Rus:
Handling Missing Words by Mapping Across Word Vector Representations. 250-253 - Jerome McClendon, Larry F. Hodges, Sekou L. Remy:
Maximizing Appropriate Responses Returned by a Conversational Agent through the Use of a Genetic Algorithm for Feature Selection. 254-258
Special Track: Artificial Intelligence and Cyber Security
- Alexander Beck, Stefan Rass:
Security Risk Aggregation Based on Neural Networks - An Empirically Validated Approach. 259-263 - Courtney Falk, Lauren Stuart:
Meaning-Based Machine Learning for Information Assurance. 264-269 - Alex Heinricher, Steven Jilcott:
An Evolutionary Trace Algorithm for Constructing Malware Lineages. 270-275 - Jette Henderson, Daniel Frazee, Nick Siegel, Cheryl Martin, Alexander Y. Liu:
Evaluating Methods for Distinguishing Between Human-Readable Text and Garbled Text. 276-281 - Farid Lalem, Muath AlShaikh, Ahcène Bounceur, Reinhardt Euler, Lamri Laouamer, Laurent Nana, Anca Pascu:
Data Authenticity and Integrity in Wireless Sensor Networks Based on a Watermarking Approach. 282-287 - Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Amri Napolitano, Charles Wheelus:
RUDY Attack: Detection at the Network Level and Its Important Features. 288-293 - Michael Wojnowicz, Glenn Chisholm, Matt Wolff:
Suspiciously Structured Entropy: Wavelet Decomposition of Software Entropy Reveals Symptoms of Malware in the Energy Spectrum. 294-298
Special Track: Artificial Intelligence for Big Data
- Erik Cambria, Tam V. Nguyen, Brian Cheng, Kenneth Kwok, Jose Sepulveda:
GECKA3D: A 3D Game Engine for Commonsense Knowledge Acquisition. 299-303 - Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa:
Reducing Feature Set Explosion to Facilitate Real-World Review Spam Detection. 304-309 - Muhammad Tahir Khan, Yukun Ma, Jung-Jae Kim:
Term Ranker: A Graph-Based Re-Ranking Approach. 310-315 - Bruno Ohana, Brendan Tierney, Sarah Jane Delany:
Sentiment Classification Using Negation as a Proxy for Negative Sentiment. 316-321 - Joseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya:
Enhancing Ensemble Learners with Data Sampling on High-Dimensional Imbalanced Tweet Sentiment Data. 322-328
Special Track: Artificial Intelligence in Games, Serious Games, and Multimedia
- Cindy Even, Anne-Gwenn Bosser, João F. Ferreira, Cédric Buche, Florian Stéphan, Marc Cavazza, Christine L. Lisetti:
Supporting Social Skills Rehabilitation with Virtual Storytelling. 329-334 - Diana Lora, Antonio A. Sánchez-Ruiz, Pedro A. González-Calero, Marco Antonio Gómez-Martín:
Dynamic Difficulty Adjustment in Tetris. 335-339 - Gabriel Machado Santos, Rita Maria da Silva Julia, Marco Saito, Matheus Araujo Aguiar:
Neural Networks Learning the Concept of Influence in Go. 340-345 - Mihai Polceanu, Antonio Mora García, José L. Jiménez, Cédric Buche, Antonio José Fernández Leiva:
The Believability Gene in Virtual Bots. 346-349 - Gabriel Machado Santos, Rita Maria da Silva Julia:
Go-Ahead: Improving Prior Knowledge Heuristics by Using Information Retrieved From Play Out Simulations. 350-354
Special Track: Artificial Intelligence in Healthcare Informatics
- Nicholas J. Napoli, Laura E. Barnes:
A Dempster-Shafer Approach for Corrupted Electrocardiograms Signals. 355-360 - Cilia E. Zayas, Zhe He, Jiawei Yuan, Mildred Maldonado-Molina, William R. Hogan, François Modave, Yi Guo, Jiang Bian:
Examining Healthcare Utilization Patterns of Elderly and Middle-Aged Adults in the United States. 361-367
Special Track: Autonomous Robots and Agents
- Adekunle A. Adepegba, Md. Suruz Miah, Davide Spinello:
Multi-Agent Area Coverage Control Using Reinforcement Learning. 368-373 - Carlos Antonio Bastos, Alcione de Paiva Oliveira, Fabio Ribeiro Cerqueira, Maurilio De Araujo Possi, Rodrigo Siqueira-Batista, Andreia Patricia Gomes, Luiz Alberto Santana:
Multiagent-Based Simulation of the Human Immune System: A Study of the Immune Response and Antimicrobial Therapy in Post-streptococcal Glomerulonephritis. 374-379 - Taranjeet Singh Bhatia, Gürkan Solmaz, Damla Turgut, Ladislau Bölöni:
Controlling the Movement of Robotic Bodyguards for Maximal Physical Protection. 380-385 - Rey Coaguila, Gita Reese Sukthankar, Rahul Sukthankar:
Selecting Vantage Points for an Autonomous Quadcopter Videographer. 386-391 - Astrid Jackson, Gita Sukthankar:
Learning Continuous State/Action Models for Humanoid Robots. 392-397 - Alcione de Paiva Oliveira, Paul Richmond:
Feasibility Study of Multi-Agent Simulation at the Cellular Level with FLAME GPU. 398-403 - Annie S. Wu, R. Paul Wiegand, Ramya Pradhan:
Building Redundancy in Multi-Agent Systems Using Probabilistic Selection. 404-409 - Rouhollah Rahmatizadeh, Pooya Abolghasemi, Ladislau Bölöni, Amirhossein Jabalameli, Aman Behal:
Trajectory Adaptation of Robot Arms for Head-Pose Dependent Assistive Tasks. 410-413 - Syed Ali Raza, Benjamin Johnston, Mary-Anne Williams:
Reward from Demonstration in Interactive Reinforcement Learning. 414-418
Special Track: Case-Based Reasoning
- Ralph Bergmann, Gilbert Müller, Christian Zeyen, Jens Manderscheid:
Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning. 419-424 - Gleb Sizov, Pinar Öztürk, Kerstin Bach:
Evaluation of Explanations Extracted from Textual Reports. 425-429
Special Track: Data Mining
- Ram B. Gurung, Tony Lindgren, Henrik Boström:
Learning Decision Trees from Histogram Data Using Multiple Subsets of Bins. 430-435 - Greg Harris, Anand V. Panangadan, Viktor K. Prasanna:
GPU-Accelerated Parameter Optimization for Classification Rule Learning. 436-441 - Imad Rahal, Emily Furst, Ramzi A. Haraty:
Parallelizing Instance-Based Data Classifiers. 442-447 - Fatemeh Riahi, Oliver Schulte:
Propositionalization for Unsupervised Outlier Detection in Multi-Relational Data. 448-453 - Xiucai Ye, Kaiyang Ji, Tetsuya Sakurai:
Global Discriminant Analysis for Unsupervised Feature Selection with Local Structure Preservation. 454-459 - Zhiruo Zhao, Chilukuri K. Mohan, Kishan G. Mehrotra:
Adaptive Sampling and Learning for Unsupervised Outlier Detection. 460-466
Special Track: Intelligent Learning Technologies
- Anthony Bucci, R. Paul Wiegand, Amruth N. Kumar, Jennifer L. Albert, Alessio Gaspar:
Dimension Extraction Analysis of Student Performance on Problems. 467-472 - Stephen E. Fancsali, Steven Ritter, Michael Yudelson, Michael Sandbothe, Susan R. Berman:
Implementation Factors and Outcomes for Intelligent Tutoring Systems: A Case Study of Time and Efficiency with Cognitive Tutor Algebra. 473-478 - Jeremiah T. Folsom-Kovarik, Angela Woods, Robert E. Wray:
Designing an Authorable Scenario Representation for Instructor Control over Computationally Tailored Narrative in Training. 479-484 - Huy Nguyen, Diane J. Litman:
Improving Argument Mining in Student Essays by Learning and Exploiting Argument Indicators versus Essay Topics. 485-490 - William R. Swartout, Benjamin D. Nye, Arno Hartholt, Adam Reilly, Arthur C. Graesser, Kurt VanLehn, Jon Wetzel, Matt Liewer, Fabrizio Morbini, Brent Morgan, Lijia Wang, Grace Benn, Milton Rosenberg:
Designing a Personal Assistant for Life-Long Learning (PAL3). 491-496 - Foteini Grivokostopoulou, Isidoros Perikos, Konstantinos Kovas, Ioannis Hatzilygeroudis:
Learning Approaches in a 3D Virtual Environment for Learning Energy Generation from Renewable Sources. 497-500 - Christopher Krauss:
Smart Learning: Time-Dependent Context-Aware Learning Object Recommendations. 501-504 - Christopher M. Reardon, Rachel Wright, David F. Cihak, Lynne E. Parker:
Intelligent Context-Aware Augmented Reality to Teach Students with Intellectual and Developmental Disabilities. 505-509
Special Track: Knowledge-Based AI
- Savitha Sam Abraham, Deepak Khemani:
Hybrid of Qualitative and Quantitative Knowledge Models for Solving Physics Word Problems. 510-515 - Louis Hickman, Julia M. Taylor, Victor Raskin:
Direct Object Omission as a Sign of Conceptual Defaultness. 516-521 - Daniela Schmidt, Alison R. Panisson, Artur Freitas, Rafael H. Bordini, Felipe Meneguzzi, Renata Vieira:
An Ontology-Based Mobile Application for Task Managing in Collaborative Groups. 522-526
Special Track: Natural Language Processing of Ancient Languages
- John S. Y. Lee:
Semantic Parallelism in Classical Chinese Poems. 527-530 - John S. Y. Lee, Tak-Sum Wong:
Hierarchy of Characters in the Chinese Buddhist Canon. 531-534 - Yudong Liu, James Hearne, Bryan Conrad:
Recognizing Proper Names in UR III Texts through Supervised Learning. 535-540 - Edoardo Maria Ponti:
Divergence from Syntax to Linear Order in Ancient Greek Lexical Networks. 541-547
Special Track: Recommender Systems
- Madhuri Debnath, Praveen Kumar Tripathi, Ramez Elmasri:
Preference-Aware POI Recommendation with Temporal and Spatial Influence. 548-553 - Khalil Muhammad, Aonghus Lawlor, Barry Smyth:
On the Use of Opinionated Explanations to Rank and Justify Recommendations. 554-559 - Carlos E. Seminario, David C. Wilson:
Nuking Item-Based Collaborative Recommenders with Power Items and Multiple Targets. 560-565 - Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher:
Meta-Path Selection for Extended Multi-Relational Matrix Factorization. 566-571 - Jacek Wasilewski, Neil Hurley:
Incorporating Diversity in a Learning to Rank Recommender System. 572-578
Special Track: Semantic, Logics, Information Extraction and AI
- Marie Anastacio, Ismaïl Biskri
:
Text Processing Chains: Getting Help from Typed Applicative Systems. 579-584 - Roman Barták, Vladislav Kubon:
On Similarities Between Workflow Verification and Grammar Checking. 585-590 - Martha O. Perez-Arriaga, Trilce Estrada, Soraya Abad-Mota:
TAO: System for Table Detection and Extraction from PDF Documents. 591-596 - Walid Shalaby, Wlodek Zadrozny:
Innovation Analytics Using Mined Semantic Analysis. 597-601
Special Track: Social Media Analytics
- John Cory Miniter, Vineet Mehta, Kavitha Chandra:
Exploiting Crowd-Based Labels for Domain Focused Information Retrieval. 602-607 - Joseph D. Prusa, Taghi M. Khoshgoftaar:
Comparing Approaches for Combining Data Sampling and Feature Selection to Address Key Data Quality Issues in Tweet Sentiment Analysis. 608-613 - Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano:
Necessity of Feature Selection when Augmenting Tweet Sentiment Feature Spaces with Emoticons. 614-620
Special Track: Uncertain Reasoning
- Abdallah Arioua, Madalina Croitoru:
Dialectical Characterization of Consistent Query Explanation with Existential Rules. 621-625 - Christoph Beierle, Tobias Falke, Steven Kutsch, Gabriele Kern-Isberner:
Minimal Tolerance Pairs for System Z-Like Ranking Functions for First-Order Conditional Knowledge Bases. 626-631 - Salem Benferhat, Faiza Khellaf, Ismahane Zeddigha:
Negated Min-Based Possibilistic Networks. 632-637 - Stefano Bistarelli, Fabio Rossi, Francesco Santini:
A Collective Defence Against Grouped Attacks for Weighted Abstract Argumentation Frameworks. 638-643 - Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales:
Testing Independencies in Bayesian Networks with i-Separation. 644-649 - Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos, Anders L. Madsen:
Bayesian Network Inference with Simple Propagation. 650-655 - Santiago Cortijo, Christophe Gonzales:
Bayesian Networks with Conditional Truncated Densities. 656-661 - Maj-Britt Isberner, Gabriele Kern-Isberner:
A Formal Model of Plausibility Monitoring in Language Comprehension. 662-667 - Logan Perreault, Shane Strasser, Monica Thornton, John W. Sheppard:
A Noisy-OR Model for Continuous Time Bayesian Networks. 668-673 - Babak Salimi, Leopoldo E. Bertossi:
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints. 674-679 - Yang Xiang, Yiting Jin:
Multiplicative Factorization of Multi-Valued NIN-AND Tree Models. 680-685 - Samuel Antonio Montero-Hernández, Felipe Orihuela-Espina, Javier Herrera-Vega, Luis Enrique Sucar:
Causal Probabilistic Graphical Models for Decoding Effective Connectivity in Functional Near InfraRed Spectroscopy. 686-689 - Marco Wilhelm
Propositional Probabilistic Reasoning at Maximum Entropy Modulo Theories. 690-694
Invited Talks
- Jaewoong Lee, Sumi Helal:
Inferring Contexts from Human Activities in Smart Spaces. 695-701
Posters
- Zdravko Markov, Ingrid Russell:
FLAIRS-29 Poster Abstracts. 702-
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