Table of Contents

• Preface [doi]
• Impact of Random Number Generation on Parallel Genetic AlgorithmsVincent A. Cicirello. 2-7 [doi]
• Sequential Recognition of Pollen Grain Z-Stacks by Combining CNN and RNNAmar Daood, Eraldo Ribeiro, Mark Bush. 8-13 [doi]
• Long Short Term Memory Based Models for Negation Handling in Tutorial DialoguesDipesh Gautam, Nabin Maharjan, Rajendra Banjade, Lasang Jimba Tamang, Vasile Rus. 14-19 [doi]
• Using Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart HomesHans W. Guesgen, Dick Whiddett, Inga M. Hunter, Phoebe Elers, Caroline Lockhart, Amardeep Singh, Stephen Marsland. 20-25 [doi]
• Learning to Identify Known and Unknown Classes: A Case Study in Open World Malware ClassificationMehadi Hassen, Philip K. Chan. 26-31 [doi]
• Informal Team Assignment in a Pursuit-Evasion GameDavid W. King, Jason M. Bindewald, Gilbert L. Peterson. 32-37 [doi]
• Alert Generation in Execution Monitoring Using Resource EnvelopesT. K. Satish Kumar, Hong Xu 0003, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock. 38-43 [doi]
• Improved Manipulation Algorithms for District-Based ElectionsRamoni O. Lasisi. 44-49 [doi]
• Amigo: A Tool that Helps Consumer Decision Making in E-CommerceFabiana Lorenzi, André Peres. 50-55 [doi]
• Discovering Effective Tutorial Strategies in Human Tutorial SessionsNabin Maharjan, Vasile Rus, Dipesh Gautam. 56-61 [doi]
• Peer Group Metadata-Informed LSTM Ensembles for Insider Threat DetectionJason Matterer, Daniel LeJeune. 62-67 [doi]
• Evaluating Spatial Generalization of Stacked Autoencoders in Wind Vector DeterminationRichard McAllister, John Sheppard. 68-73 [doi]
• "How Was Your Weekend?" A Generative Model of Phatic ConversationHannah Marie Morrison, Chris Martens. 74-79 [doi]
• Towards Foundations of Agents Reasoning on Streams of PerceptsÖzgür L. Özçep, Ralf Möller. 80-85 [doi]
• Learning Behavior from Limited Demonstrations in the Context of GamesBrandon Packard, Santiago Ontañón. 86-91 [doi]
• Using Neural Networks to Include Semantic Information into ClassificationEduardo Ribeiro, Marcos Aurélio Batista, Eraldo Ribeiro, Célia A. Z. Barcelos. 92-97 [doi]
• Efficient Real-Time Robot Navigation Using Incremental State Discovery Via ClusteringOlimpiya Saha, Prithviraj Dasgupta. 98-103 [doi]
• Spatiotemporal Associative Classification for Satellite Image Time SeriesCarlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro. 104-109 [doi]
• GAN-Based Realistic Face Pose Synthesis with Continuous Latent CodeDouglas M. Souza, Duncan D. Ruiz. 110-115 [doi]
• Making Belnap's "Useful 4-Valued Logic" UsefulGeoff Sutcliffe, Francis Jeffry Pelletier, Allen Hazen. 116-121 [doi]
• Metaphor Detection by Deep Learning and the Place of Poetic Metaphor in Digital HumanitiesChris Tanasescu, Vaibhav Kesarwani, Diana Inkpen. 122-127 [doi]
• Characterization of Users by Using Hourly and Daily Spatio-Temporal Patterns Extracted from GPS TrajectoriesMarcello Tomasini, Carmelo J. A. Bastos Filho, Ronaldo Menezes. 128-133 [doi]
• Assessing Persuasion in Argumentation through Emotions and Mental StatesSerena Villata, Sahbi Benlamine, Elena Cabrio, Claude Frasson, Fabien Gandon. 134-139 [doi]
• Partial (Neighbourhood) Singleton Arc Consistency for Constraint Satisfaction ProblemsRichard J. Wallace. 140-145 [doi]
• Soybean Plant Disease Identification Using Convolutional Neural NetworkSerawork Wallelign, Mihai Polceanu, Cédric Buche. 146-151 [doi]
• Machine Learning from Observation to Detect Abnormal Driving Behavior in HumansJosiah Wong, Lauren Hastings, Kevin Negy, Avelino J. Gonzalez, Santiago Ontañón, Yi-Ching Lee. 152-157 [doi]
• Active Learning of Multi-Class Classifiers with Auxiliary Probabilistic InformationYanbing Xue, Milos Hauskrecht. 158-163 [doi]
• Combining Qualitative and Quantitative Reasoning for Solving Kinematics Word ProblemsSavitha Sam Abraham, Sowmya S. Sundaram. 164-167 [doi]
• A Survey of Group Decision Making Methods and Evaluation TechniquesBadria Sulaiman Alfurhood, Marius-Calin Silaghi. 168-171 [doi]
• SkeletonScore: Guiding a Semantic Parser to Better Results by ExampleRitwik Bose, James Allen. 172-175 [doi]
• Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in DataCharmgil Hong, Milos Hauskrecht. 176-179 [doi]
• Improving Topic Model Visualization via Multi-Dimensional Scaling and CliquesKing-Ip (David) Lin, H. Andrew Kim. 180-183 [doi]
• Tree Structured Multimedia Signal ModelingWeicheng Ma, Kai Cao 0005, Xiang Li, Peter Chin. 184-188 [doi]
• Improved Multi-Objective Binary Fish School for Feature SelectionMariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes. 189-192 [doi]
• A Robot to Provide Support in Stigmatizing Patient-Caregiver RelationshipsMichael J. Pettinati, Ronald C. Arkin. 193-196 [doi]
• Real Time Tennis Match Tracking with Low Cost EquipmentMihai Polceanu, Andreea-Oana Petac, Hassan Ben Lebsir, Bruno Fiter, Cédric Buche. 197-200 [doi]
• Predicting Trouble Ticket ResolutionKenneth R. Sample, Alan C. Lin, Brett J. Borghetti, Gilbert L. Peterson. 201-204 [doi]
• Consensus Mining - A Guided Group Decision Process for the German Coalition NegotiationsKlemens Schnattinger, Nadine Mueller, Heike Walterscheid. 205-208 [doi]
• WSCAN-TFP: Weighted SCAN Clustering Algorithm for Team Formation Problem in Social NetworkKalyani Selvarajah, Amangel Bhullar, Ziad Kobti, Mehdi Kargar. 209-212 [doi]
• Non-Linear Quest GenerationAlex Stocker, Chris Alvin. 213-216 [doi]
• A Comparison of Reinforcement Learning Methodologies in Two-Party and Three-Party Negotiation DialogueGang Xiao, Kallirroi Georgila. 217-220 [doi]
• Detecting Simpson's ParadoxChenguang Xu, Sarah M. Brown, Christan Grant. 221-224 [doi]
• Chinese Relation Classification via Convolutional Neural NetworksLinrui Zhang, Dan Moldovan. 225-228 [doi]
• Special Track on Applied Natural Language ProcessingFazel Keshtkar, Chutima Boonthum-Denecke. 229 [doi]
• Ambiguity Aware Arabic Document Indexing and Query Expansion: A Morphological Knowledge Learning-Based ApproachNadia Soudani, Ibrahim Bounhas, Sawssen Ben Babis. 230-235 [doi]
• Self-Attention for Synopsis-Based Multi-Label Movie Genre ClassificationJonatas Wehrmann, Mauricio A. Lopes, Rodrigo C. Barros. 236-241 [doi]
• Exploiting Textual and Citation Information to Identify and Summarize Influential PublicationsMohamed A. Zahran, Amr Ebaid. 242-247 [doi]
• Defining Forensic Authorship Attribution for Limited Samples from Social MediaRobert H. Frye, David C. Wilson. 248-251 [doi]
• Special Track on Artificial Intelligence for Big Social Data AnalysisEric Bell, Viviana Patti. 252 [doi]
• Refugee and Immigration: Twitter as a Proxy for RealityFiras Mohammed Salh Aswad, Ronaldo Menezes. 253-258 [doi]
• Aspect-Based Sentiment Analysis Using Bitmask Bidirectional Long Short Term Memory NetworksBinh Thanh Do. 259-264 [doi]
• Location-Based Twitter Sentiment Analysis for Predicting the U.S. 2016 Presidential ElectionBrian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar. 265-270 [doi]
• Emoji-Word Network Analysis: Sentiments and SemanticsSeyed M. Mahdi Seyednezhad, Halley Fede, Isaiah Herrera, Ronaldo Menezes. 271-274 [doi]
• Special Track on Artificial Intelligence in Games, Serious Games, and MultimediaCédric Buche, D. Michael Franklin. 275 [doi]
• Virtual Reality Game Adaptation Using NeurofeedbackHamdi Ben Abdessalem, Marwa Boukadida, Claude Frasson. 276-281 [doi]
• Let Us Tell You a fAIble: Content Generation through Graph-Based CognitionVera A. Kazakova, Lauren Hastings, Andres Posadas, Lucas C. Gonzalez, Rainer Knauf, Klaus P. Jantke, Avelino J. Gonzalez. 282-287 [doi]
• Identifying Niche Stage in MMORPGs Using Ensemble ClassifierLuiz Bernardo Martins Kummer, Júlio César Nievola, Emerson Cabrera Paraiso. 288-293 [doi]
• On-Line Agent Detection of Goal ChangesNathan Ball, Jason M. Bindewald, Gilbert L. Peterson. 294-297 [doi]
• Special Track on Artficial Intelligence in Healthcare InformaticsDouglas A. Talbert, Steve Talbert. 298 [doi]
• Fraud Detection with a Limited Number of Known Fraudulent Medicare ProvidersRichard A. Bauder, Taghi M. Khoshgoftaar, Amri Napolitano. 299-304 [doi]
• Using Machine Learning to Facilitate the Delivery of Person Centered Care in Nursing HomesGerald C. Gannod, Katherine M. Abbott, Kimberly Van Haitsma, Nathan Martindale, Rachel A. Jennings, Chelsey N. Long. 305-310 [doi]
• Aiding Remote Diagnosis with Text MiningRebecca Hellström Karlsson, Vinutha Magal Shreenath, Sebastiaan Meijer. 311-316 [doi]
• Cognitive Health Prediction on the Elderly Using Sensor Data in Smart HomesRamesh Paudel, Kimberlyn Dunn, William Eberle, Danielle Chaung. 317-322 [doi]
• Detecting Harmful Hand Behaviors with Machine Learning from Wearable Motion Sensor DataLingFeng Zhang, Philip K. Chan. 323-328 [doi]
• Special Track on Autonomous Robots and AgentsRoman Barták, David Obdrzálek. 329 [doi]
• A Reinforcement Learning Approach to Autonomous Speed Control in Robotic SystemsNima Aghli, Marco Carvalho. 330-335 [doi]
• Intelligently Assisting Human-Guided Quadcopter PhotographySaif Alabachi, Gita Sukthankar. 336-341 [doi]
• A Complete Coverage Algorithm for 3D Structural Inspection Using an Autonomous Unmanned Aerial VehicleVenkat Garlapati, Prithviraj Dasgupta. 342-347 [doi]
• Maintaining Ad-Hoc Communication Network in Area Protection Scenarios with Adversarial AgentsMarika Ivanová, Pavel Surynek, Diep Thi Ngoc Nguyen. 348-353 [doi]
• Specialization versus Re-Specialization: Effects of Hebbian Learning in a Dynamic EnvironmentVera A. Kazakova, Annie S. Wu. 354-359 [doi]
• Reasoning with Doxastic Attitudes in Multi-Agent DomainsBen Wright, Enrico Pontelli. 360-365 [doi]
• Inter-Agent Variation Improves Dynamic Decentralized Task AllocationAnnie S. Wu, Cortney Riggs. 366-369 [doi]
• Special Track on Case-Based ReasoningStelios Kapetanakis, Michael W. Floyd. 370 [doi]
• Feature Selection and Case-Based Reasoning for Survival Analysis in BioinformaticsIsabelle Bichindaritz, Charles Englebert, Angelina Regua, Leszek Kotula. 371-376 [doi]
• A Case-Based Reasoning Approach to Learning State-Based BehaviorAmrik Sacha Elapata Gunaratne, Babak Esfandiari, Ali Fawaz. 377-382 [doi]
• An Optimal Footprint Method for Case-Base MaintenanceDitty Mathew, Sutanu Chakraborti. 383-388 [doi]
• The Enemy of My Enemy Is My Friend: Class-to-Class Weighting in K-Nearest Neighbors AlgorithmXiaomeng Ye. 389-394 [doi]
• Content Selection for Time Series Summarization Using Case-Based ReasoningNeha Dubey, Sutanu Chakraborti, Deepak Khemani. 395-398 [doi]
• A Case-Based Reasoning and Clustering Framework for the Development of Intelligent Agents in Simulation SystemsMarcos R. B. Lucca, Alcides G. Lopes Junior, Edison Pignaton de Freitas, Luis A. L. Silva. 399-402 [doi]
• Special Track on Data MiningDavid Bisant, William Eberle. 403 [doi]
• The Detection of Medicare Fraud Using Machine Learning Methods with Excluded Provider LabelsRichard A. Bauder, Taghi M. Khoshgoftaar. 404-409 [doi]
• Using A Personalized Anomaly Detection Approach with Machine Learning to Detect Stolen PhonesHuizhong Hu, Philip K. Chan. 410-415 [doi]
• Subgroup Discovery in Sequential DatabasesRina Singh, Jeffrey A. Graves, Douglas A. Talbert. 416-419 [doi]
• Special Track on Intelligent Learning TechnologiesBenjamin Nye, Stephen Fancsali. 420 [doi]
• Comparing Machine Learning Classification Approaches for Predicting Expository Text DifficultyRenu Balyan, Kathryn S. McCarthy, Danielle S. McNamara. 421-426 [doi]
• Data Mining for Adaptive InstructionAlan S. Carlin, Chris Nucci, Evan Oster, Diana Kramer, Keith Brawner. 427-432 [doi]
• Task-specific Language Modeling for Selecting Peer-written ExplanationsEni Mustafaraj, Khonzoda Umarova, Franklyn A. Turbak, Sohie Lee. 433-438 [doi]
• Predictive Models of User Performance for Marksmanship TrainingMary Jean Blink, Ted Carmichael, Jennifer Murphy, Michael Eagle. 439-442 [doi]
• Linkage Objects for Generalized Instruction in Coding (LOGIC)Ted Carmichael, Mary Jean Blink, John C. Stamper, Elizabeth Gieske. 443-446 [doi]
• Improving Formative Feedback on Argument GraphsNancy L. Green, Kevin Walker, Somya Agarwal. 447-450 [doi]
• A Reading Recommendation System for ESL Learners Based on Linguistic FeaturesMohamed Zakaria Kurdi. 451-454 [doi]
• Special Track on Recommender SystemsNadia Najjar, Yong Zheng. 455 [doi]
• Hybrid Learning Model with Barzilai-Borwein Optimization for Context-aware RecommendationsFelipe Costa, Peter Dolog. 456-461 [doi]
• Accurate and Diverse Recommendations Using Item-Based SubProfilesMesut Kaya, Derek Bridge. 462-467 [doi]
• Towards Bridging the Gap between Manufacturer and Users to Facilitate Better RecommendationAnbarasu Sekar, Sutanu Chakraborti. 468-473 [doi]
• A Multi-Domain Analysis of Explanation-Based Recommendation using User-Generated ReviewsKhalil Muhammad, Aonghus Lawlor, Barry Smyth. 474-477 [doi]
• Between Multi-Attribute Utility Decision Making and Recommender Systems: Transparent, Instantaneous, Local Recommendations for Sparse DataJames Schaffer, James Michaelis, Adrienne Raglin, Stephen Russell. 478-481 [doi]
• Context-Aware Mobile Recommendation By A Novel Post-Filtering ApproachYong Zheng. 482-485 [doi]
• Special Track on Semantic, Logics, Information Extraction and Artificial IntelligenceIsmaïl Biskri, Vladislav Kubon, Anca Pascu. 486 [doi]
• Including New Patterns to Improve Event Extraction SystemsKai Cao 0005, Xiang Li, Weicheng Ma, Ralph Grishman. 487-492 [doi]
• Introducing Hypertension FACT: Vital Sign Ontology Annotations in the Florida Annotated Corpus for Translational ScienceAmanda Hicks, William R. Hogan, Carl Pepine, Nathan Boire, Chloe Herring, Selja Seppälä. 493-499 [doi]
• A Resampling Approach for Imbalanceness on Music Genre Classification using SpectrogramsVinicius D. Valerio, Rodolfo M. Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.. 500-505 [doi]
• Special Track on Uncertain ReasoningKarim Tabia, Mohand Saïd Allili. 506 [doi]
• A Matrix Approach for Weighted Argumentation FrameworksStefano Bistarelli, Alessandra Tappini, Carlo Taticchi. 507-512 [doi]
• Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal NetworksSabina Marchetti, Alessandro Antonucci. 513-518 [doi]
• Comparing Approaches to Qualitative Data MiningRichard Niland, Christian Eichhorn, Gabriele Kern-Isberner. 519-524 [doi]
• Analysis of Jeffrey's Rule of Conditioning in an Imprecise Probabilistic SettingKarim Tabia. 525-530 [doi]
• Decision Support Core System for Cancer Therapies Using ASP-HEXAndre Thevapalan, Gabriele Kern-Isberner, Diana Howey, Christoph Beierle, Ralf Georg Meyer, Mathias Nietzke. 531-536 [doi]
• On Looking for Invariant Operators in Argumentation SemanticsStefano Bistarelli, Francesco Santini 0001, Carlo Taticchi. 537-540 [doi]
• Recognizing Human Interactions Using Group Feature Relevance in Multinomial Kernel Logistic RegressionOuiza Ouyed, Mohand Saïd Allili. 541-546 [doi]
• FLAIRS-31 Poster Abstracts547-553 [doi]