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28th FLAIRS Conference 2015: Hollywood, Florida, USA
- Ingrid Russell, William Eberle:
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2015, Hollywood, Florida, USA, May 18-20, 2015. AAAI Press 2015
Main Track
- Maria Antoniak, Eric Bell, Fei Xia:
Leveraging Paraphrase Labels to Extract Synonyms from Twitter. 3-7 - Václav Belák, Conor Hayes:
The Risks of Introspection: A Quantitative Analysis of Influence Between Scientific Communities. 8-13 - Salem Benferhat, Zied Bouraoui, Karim Tabia:
Non Defeated-Based Repair in Possibilistic DL-Lite Knowledge Bases. 14-19 - Salem Benferhat, Martine Ceberio, Vladik Kreinovich, Sylvain Lagrue, Karim Tabia:
On the Normalization of Interval-Based Possibility Distributions. 20-25 - Danielle M. Clement, Manfred Huber:
Using Multi-Agent Options to Reduce Learning Time in Reinforcement Learning. 26-31 - Ulysse Côté Allard, Richard Khoury, Luc Lamontagne, Jonathan Bergeron, François Laviolette, Alexandre Bergeron Guyard:
Optimizing Question-Answering Systems Using Genetic Algorithms. 32-37 - Erol Cromwell, Jonah Galeota-Sprung, Raghuram Ramanujan:
Computational Creativity in the Culinary Arts. 38-42 - Christan Earl Grant, Clint Pazhayidam George, Virupaksha Kanjilal, Supriya Nirkhiwale, Joseph N. Wilson, Daisy Zhe Wang:
A Topic-Based Search, Visualization, and Exploration System. 43-48 - Yuxiao Huang, Samantha Kleinberg:
Fast and Accurate Causal Inference from Time Series Data. 49-54 - Ramoni O. Lasisi, Abibat A. Lasisi:
The Shapley Value in Voting Games: Computing Single Large Party's Power and Bounds for Manipulation by Merging. 55-60 - Emilio J. C. Lobato, Samantha F. Warta, Travis J. Wiltshire
, Stephen M. Fiore:
Varying Social Cue Constellations Results in Different Attributed Social Signals in a Simulated Surveillance Task. 61-66 - Jonathan Louëdec, Max Chevalier, Josiane Mothe, Aurélien Garivier, Sébastien Gerchinovitz:
A Multiple-Play Bandit Algorithm Applied to Recommender Systems. 67-72 - Mihai Polceanu, Marc Parenthoën, Cédric Buche:
ORPHEUS: Mental Simulation as Support for Decision-Making in a Virtual Agent. 73-78 - Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui:
Evolutionary Technique for Combinatorial Reverse Auctions. 79-84 - Matthew Spradling, Judy Goldsmith:
Stability in Role Based Hedonic Games. 85-90 - Richard J. Wallace:
Light-Weight versus Heavy-Weight Algorithms for SAC and Neighbourhood SAC. 91-96 - Gian Piero Zarri:
The "Qua-Entities" Paradigm versus the Notion of "Role" in NKRL (Narrative Knowledge Representation Language). 97-102 - Virginia Ortiz Andersson, Livia S. Amaral, Aline R. Tonini, Ricardo M. Araujo:
Gender and Body Mass Index Classification Using a Microsoft Kinect Sensor. 103-106 - Asma Ben Khedher, Claude Frasson:
Recommending Regulation Strategies. 107-110 - Jodie Gray, Thomas Reichherzer, Melanie A. Sutton, Jimmy Touma, Wayne Bennett:
An Automated Approach to the Initialization of the Snakes Algorithm for the Detection of Swimbladder Regions in X-Ray Image Data. 111-114 - Lawrence Nderu, Nicolas Jouandeau, Herman Akdag:
Fuzzy Contrast Improvement for Low Altitude Aerial Images. 115-118 - Michael Sioutis, Yakoub Salhi, Jean-François Condotta:
A Simple Decomposition Scheme for Large Real World Qualitative Constraint Networks. 119-122 - John H. C. Staton, Manfred Huber:
A Flexible, Plugin-Based Smarthome Simulation Framework with Application to Navigational Intention Prediction. 123-126 - Samantha F. Warta:
I Don't Always Have Positive Attitudes, but When I Do It Is Usually About a Robot: Development of the Robot Perception Scale. 127-130 - Gian Piero Zarri:
Semantic/Conceptual Annotation Techniques Making Use of the Narrative Knowledge Representation Language (NKRL). 131-136
Applications of Artificial Intelligence in Business
- David B. Bracewell:
A Four-Factor Model for Mining Consumer Insights in Social Data. 137-143
Applied Natural Language Processing
- Ron Artstein, Anton Leuski, Heather Maio, Tomer Mor-Barak, Carla Gordon, David R. Traum:
How Many Utterances Are Needed to Support Time-Offset Interaction? 144-149 - Rajendra Banjade, Vasile Rus, Nobal B. Niraula:
Using an Implicit Method for Coreference Resolution and Ellipsis Handling in Automatic Student Answer Assessment. 150-155 - Vinay K. Chaudhri, Nikhil Dinesh, Eva Banik, Umangi Oza:
English Generation from a Knowledge Base and Overly General Classes. 156-162 - Lohann Ferreira, Mariza Dosciatti, Júlio C. Nievola, Emerson Cabrera Paraiso:
Using a Genetic Algorithm Approach to Study the Impact of Imbalanced Corpora in Sentiment Analysis. 163-168 - Evandro Brasil da Fonseca, Renata Vieira, Aline A. Vanin:
Dealing With Imbalanced Datasets For Coreference Resolution. 169-174 - Haiying Li, Qinyu Cheng, Arthur C. Graesser:
A Measure of Text Formality as a Human Construct. 175-180 - Xin Li, Fei Song:
Keyphrase Extraction and Grouping Based on Association Rules. 181-186 - Andres Lou, Diana Inkpen, Chris Tanasescu:
Multilabel Subject-Based Classification of Poetry. 187-192 - Liang Luo, Yudong Liu, James Hearne, Clinton Burkhart:
Unsupervised Sumerian Personal Name Recognition. 193-198 - Nobal B. Niraula, Dipesh Gautam, Rajendra Banjade, Nabin Maharjan, Vasile Rus:
Combining Word Representations for Measuring Word Relatedness and Similarity. 199-204 - Vasile Rus, Nobal B. Niraula, Nabin Maharjan, Rajendra Banjade:
Automated Labelling of Dialogue Modes In Tutorial Dialogues. 205-210 - Mohamed A. Zahran, Hazem M. Raafat, Mohsen A. Rashwan:
Cross Lingual Lexical Substitution Using Word Representation in Vector Space. 211-216 - Richard Burns, Sandra Carberry, Stephanie Elzer Schwartz:
Classifying Salient Textual Entities in the Headlines and Captions of Grouped Bar Charts. 217-220 - Samuel González López, Aurelio López-López:
Mining of Conclusions of Student Texts for Automatic Assessment. 221-224 - Raksha Kumaraswamy, Anurag Wazalwar, Tushar Khot, Jude W. Shavlik, Sriraam Natarajan:
Anomaly Detection in Text: The Value of Domain Knowledge. 225-228 - John A. Roberto, Maria Salamó, Maria Antònia Martí:
Genre-Based Stages Classification for Polarity Analysis. 229-232 - Pavel Smrz, Jaroslav Dytrych:
Advanced Features of Collaborative Semantic Annotators - The 4A System. 233-236 - Boyi Xie, Rebecca J. Passonneau:
Graph Structured Semantic Representation and Learning for Financial News. 237-240 - Haochen Zhou, Fei Song:
Aspect-Level Sentiment Analysis Based on a Generalized Probabilistic Topic and Syntax Model. 241-245
Artificial Intelligence and Cyber Security
- Mahdi H. Moghaddam, Ricardo A. Calix:
Network Intrusion Detection Using a Hardware-Based Restricted Coulomb Energy Algorithm on a Cognitive Processor. 246-251 - Richard Zuech, Taghi M. Khoshgoftaar, Naeem Seliya, Maryam M. Najafabadi, Clifford Kemp:
A New Intrusion Detection Benchmarking System. 252-256
Artificial Intelligence Education
- Maher Chaouachi, Imène Jraidi, Claude Frasson:
Adapting to Learners' Mental States Using a Physiological Computing Approach. 257-262 - Keith J. O'Hara, Douglas S. Blank, James B. Marshall:
Computational Notebooks for AI Education. 263-268 - Lakshmi Ramachandran, Edward F. Gehringer:
Identifying Content Patterns in Peer Reviews Using Graph-based Cohesion. 269-275
Artificial Intelligence for Big Social Data Analysis
- Erik Cambria, Giuseppe Melfi:
Semantic Outlier Detection for Affective Common-Sense Reasoning and Concept-Level Sentiment Analysis. 276-281 - Erik Cambria, Dheeraj Rajagopal, Kenneth Kwok, Jose Sepulveda:
GECKA: Game Engine for Commonsense Knowledge Acquisition. 282-287 - Viviana Patti, Federico Bertola, Antonio Lieto:
ArsEmotica for arsmeteo.org: Emotion-Driven Exploration of Online Art Collections. 288-293 - Narumol Prangnawarat, Ioana Hulpus, Conor Hayes:
Event Analysis in Social Media Using Clustering of Heterogeneous Information Networks. 294-298 - Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman:
Impact of Feature Selection Techniques for Tweet Sentiment Classification. 299-304 - Scott Wahl, John Sheppard:
Hierarchical Fuzzy Spectral Clustering in Social Networks using Spectral Characterization. 305-310 - Yunqing Xia, Nan Tang, Amir Hussain, Erik Cambria:
Discriminative Bi-Term Topic Model for Headline-Based Social News Clustering. 311-316 - Jasy Suet Yan Liew:
Discovering Emotions in the Wild: An Inductive Method to Identify Fine-grained Emotion Categories in Tweets. 317-323
Artificial Intelligence in Games and Multimedia
- D. Michael Franklin:
Strategy Inference in Stochastic Games Using Belief Networks. 324-328
Artificial Intelligence in Healthcare Informatics
- David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano:
Selecting the Appropriate Ensemble Learning Approach for Balanced Bioinformatics Data. 329-334 - Zhiguang Wang, Tim Oates:
Pooling SAX-BoP Approaches with Boosting to Classify Multivariate Synchronous Physiological Time Series Data. 335-341
Autonomous Robots and Agents
- Saminda Abeyruwan, Faisal Sikder, Ubbo Visser, Dilip Sarkar:
Activity Monitoring and Prediction for Humans and NAO Humanoid Robots Using Wearable Sensors. 342-347 - André Pinz Borges, Vanderson Botêlho, Osmar Betazzi Dordal, Bráulio Coelho Ávila, Edson Emílio Scalabrin:
Safety in Multi-Agent Systems: Reputation Based on Dossier. 348-353 - Stefano Borgo, Amedeo Cesta, Andrea Orlandini, Alessandro Umbrico:
An Ontology-Based Domain Representation for Plan-Based Controllers in a Reconfigurable Manufacturing System. 354-359 - Ayan Dutta, Raj Dasgupta, José Baca, Carl A. Nelson:
Spanning Tree Partitioning Approach for Configuration Generation in Modular Robots. 360-365 - Mark Roberts, Thomas Apker, Benjamin Johnson, Bryan Auslander, Briana Wellman, David W. Aha:
Coordinating Robot Teams for Disaster Relief. 366-371 - Jan Skoda, Roman Barták:
Camera-Based Localization and Stabilization of a Flying Drone. 372-378
Case-Based Reasoning
- Hayley Borck, Justin Karneeb, Ron Alford, David W. Aha:
Case-Based Behavior Recognition in Beyond Visual Range Air Combat. 379-384 - Michael Maynord, Swaroop Vattam, David W. Aha:
Increasing the Runtime Speed of Case-Based Plan Recognition. 385-390 - Gilbert Müller, Ralph Bergmann:
Generalization of Workflows in Process-Oriented Case-Based Reasoning. 391-396 - Swaroop Vattam, David W. Aha, Michael W. Floyd:
Error Tolerant Plan Recognition: An Empirical Investigation. 397-403
Data Mining
- Jeffrey Borwey, Darla Ahlert, Tayo Obafemi-Ajayi, Gunes Ercal:
A Graph-Theoretic Clustering Methodology Based on Vertex-Attack Tolerance. 404-409 - Cameron Chaparro, William Eberle:
Detecting Anomalies in Mobile Telecommunication Networks Using a Graph Based Approach. 410-415 - John A. Doucette, Robin Cohen:
Content of Annual Reports as a Predictor for Long Term Stock Price Movements. 416-421 - Susan P. Imberman, Michael E. Kress, Daniel P. McCloskey:
Exploring Equivalence Metrics to Analyze Behavior in a Naked Mole Rat Colony. 422-427 - Lenin Mookiah, William Eberle, Larry Holder:
Discovering Suspicious Behavior Using Graph-Based Approach. 428-433 - Tomas Olsson, Anders Holst:
A Probabilistic Approach to Aggregating Anomalies for Unsupervised Anomaly Detection with Industrial Applications. 434-439 - Lenin Mookiah, William Eberle, Ambareen Siraj:
Survey of Crime Analysis and Prediction. 440-443 - Russ Neely, Zach Cleghern, Douglas A. Talbert:
Using Subgroup Discovery Metrics to Mine Interesting Subgraphs. 444-447 - Imad Rahal, Preston Hardy, Kelsey Weiers:
Data Preprocessing via Polynomial Fitting to Improve Clustering of Spoken Arabic Digits. 448-451 - Carlos Roberto Silveira Junior, Danilo Codeco Carvalho, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro:
Incremental Mining of Frequent Sequences in Environmental Sensor Data. 452-456
Intelligent Learning Technologies
- Vinu E. V
Improving Large-Scale Assessment Tests by Ontology Based Approach. 457- - Benjamin D. Nye, Mustafa H. Hajeer, Zhiqiang Cai:
Improving Classification of Natural Language Answers to ITS Questions with Item-Specific Supervised Learning. 436-468 - Angela Woods, Brian Stensrud, Robert E. Wray, Joshua Haley, Randolph M. Jones:
A Constraint-Based Expert Modeling Approach for Ill-Defined Tutoring Domains. 469-474 - Jeremiah Sullins, Xiangen Hu:
The Impact of Anomalous Information, Personality, and Motivation on Self- Regulatory Processes in a Multimedia Vicarious Learning Environment. 475-478 - Jeremiah Sullins, Danielle S. McNamara, Samuel Acuff, Daniel Neely, Eric Hildebrand, Grant Stewart, Xiangen Hu:
Are You Asking the Right Questions: The Use of Animated Agents to Teach Learners to Become Better Question Askers. 479-482
Recommender Systems
- Andrea Barraza-Urbina, Benjamin Heitmann, Conor Hayes, Angela Carrillo Ramos:
XPLODIV: An Exploitation-Exploration Aware Diversification Approach for Recommender Systems. 483-488 - Jonathas José de Magalhães, Cleyton Caetano de Souza, Evandro Costa, Joseana Macêdo Fechine:
Recommending Scientific Papers: Investigating the User Curriculum. 489-494 - Nadia A. Najjar, David C. Wilson:
Power of the Group Neighborhood in Memory-Based Group Recommender Systems. 495-500 - Mai Omura, Yuka Tateishi, Takashi Okumura:
Disease Similarity Calculation on Simplified Disease Knowledge Base for Clinical Decision Support Systems. 501-506 - James Schaffer, Tobias Höllerer, John O'Donovan:
Hypothetical Recommendation: A Study of Interactive Profile Manipulation Behavior for Recommender Systems. 507-512 - David C. Wilson, Carlos E. Seminario:
Mitigating Power User Attacks on a User-Based Collaborative Recommender System. 513-518 - Sangkeun Lee, Sanghyeb Lee, Byoung-hoon Park:
PathMining: A Path-Based User Profiling Algorithm for Heterogeneous Graph-Based Recommender Systems. 519-523
Semantic, Logics, Information Extraction, and AI
- Aya M. Al-Zoghby, Khaled Shaalan:
Semantic Search for Arabic. 524-529 - Ivan Berlocher, Seonho Kim, Tony Lee:
Brochette: Toward A Continuous Learning Platform for Knowledge Acquisition and Integration. 530-533 - Boris A. Galitsky:
Lattice Queries for Search and Data Exploration. 534-539 - Boris A. Galitsky, Nina Lebedeva:
Recognizing Documents versus Meta-Documents by Tree Kernel Learning. 540-545 - Vladislav Kubon, Markéta Lopatková, Jirí Mírovský:
Analysis of Coordinating Constructions in a Dependency Treebank. 546-551 - John G. Mersch, R. Raymond Lang:
An Information-Theoretic Sentence Similarity Metric. 552-557
Uncertain Reasoning
- Christoph Beierle, Steffen Kuche, Marc Finthammer, Gabriele Kern-Isberner:
A Software System for the Computation, Visualization, and Comparison of Conditional Structures for Relational Probabilistic Knowledge Bases. 558-563 - Christophe Gonzales, Séverine Dubuisson, Cristina E. Manfredotti:
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. 564-569 - Gabriele Kern-Isberner, Daniela Huvermann:
Multiple Iterated Belief Revision Without Independence. 570-575 - Jean-Christophe Magnan, Pierre-Henri Wuillemin:
On-Line Learning of Multi-Valued Decision Diagrams. 576-580 - Gavin B. Rens, Thomas Meyer:
A New Approach to Probabilistic Belief Change. 581-587 - Shobhit S. Shakya, Jian Zhang:
Uncertain Reasoning Using Time-Dynamic Markov Random Field for Sensor-Network Applications. 588-593 - Xiaoyuan Zhu, Changhe Yuan:
Hierarchical Beam Search for Solving Most Relevant Explanation in Bayesian Networks. 594-599 - Cory James Butz, Jhonatan Souza Oliveira, André Evaristo dos Santos:
Determining Good Elimination Orderings with Darwinian Networks. 600-603 - Cory James Butz:
Introducing Darwinian Networks (Invited Presentation). 604-610
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