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ORCID31st FLAIRS Conference 2018: Melbourne, Florida, USA
- Keith Brawner, Vasile Rus:
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018, Melbourne, Florida, USA. May 21-23 2018. AAAI Press 2018 - Preface.
Main Track
- Vincent A. Cicirello:
Impact of Random Number Generation on Parallel Genetic Algorithms. 2-7 - Amar Daood, Eraldo Ribeiro, Mark Bush:
Sequential Recognition of Pollen Grain Z-Stacks by Combining CNN and RNN. 8-13 - Dipesh Gautam, Nabin Maharjan, Rajendra Banjade, Lasang Jimba Tamang, Vasile Rus:
Long Short Term Memory Based Models for Negation Handling in Tutorial Dialogues. 14-19 - Hans W. Guesgen, Dick Whiddett, Inga M. Hunter, Phoebe Elers, Caroline Lockhart, Amardeep Singh, Stephen Marsland:
Using Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart Homes. 20-25 - Mehadi Hassen, Philip K. Chan:
Learning to Identify Known and Unknown Classes: A Case Study in Open World Malware Classification. 26-31 - David W. King, Jason M. Bindewald, Gilbert L. Peterson:
Informal Team Assignment in a Pursuit-Evasion Game. 32-37 - T. K. Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock:
Alert Generation in Execution Monitoring Using Resource Envelopes. 38-43 - Ramoni O. Lasisi:
Improved Manipulation Algorithms for District-Based Elections. 44-49 - Fabiana Lorenzi, André Peres:
Amigo: A Tool that Helps Consumer Decision Making in E-Commerce. 50-55 - Nabin Maharjan, Vasile Rus, Dipesh Gautam:
Discovering Effective Tutorial Strategies in Human Tutorial Sessions. 56-61 - Jason Matterer, Daniel LeJeune:
Peer Group Metadata-Informed LSTM Ensembles for Insider Threat Detection. 62-67 - Richard McAllister, John Sheppard:
Evaluating Spatial Generalization of Stacked Autoencoders in Wind Vector Determination. 68-73 - Hannah Marie Morrison, Chris Martens:
"How Was Your Weekend?" A Generative Model of Phatic Conversation. 74-79 - Özgür L. Özçep, Ralf Möller:
Towards Foundations of Agents Reasoning on Streams of Percepts. 80-85 - Brandon Packard, Santiago Ontañón:
Learning Behavior from Limited Demonstrations in the Context of Games. 86-91 - Eduardo Ribeiro, Marcos Aurélio Batista, Eraldo Ribeiro, Célia A. Z. Barcelos:
Using Neural Networks to Include Semantic Information into Classification. 92-97 - Olimpiya Saha, Prithviraj Dasgupta:
Efficient Real-Time Robot Navigation Using Incremental State Discovery Via Clustering. 98-103 - Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro:
Spatiotemporal Associative Classification for Satellite Image Time Series. 104-109 - Douglas M. Souza, Duncan D. Ruiz:
GAN-Based Realistic Face Pose Synthesis with Continuous Latent Code. 110-115 - Geoff Sutcliffe, Francis Jeffry Pelletier, Allen Hazen:
Making Belnap's "Useful 4-Valued Logic" Useful. 116-121 - Chris Tanasescu, Vaibhav Kesarwani, Diana Inkpen:
Metaphor Detection by Deep Learning and the Place of Poetic Metaphor in Digital Humanities. 122-127 - Marcello Tomasini, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Characterization of Users by Using Hourly and Daily Spatio-Temporal Patterns Extracted from GPS Trajectories. 128-133 - Serena Villata, M. Sahbi Benlamine, Elena Cabrio, Claude Frasson, Fabien Gandon:
Assessing Persuasion in Argumentation through Emotions and Mental States. 134-139 - Richard J. Wallace:
Partial (Neighbourhood) Singleton Arc Consistency for Constraint Satisfaction Problems. 140-145 - Serawork Wallelign, Mihai Polceanu, Cédric Buche:
Soybean Plant Disease Identification Using Convolutional Neural Network. 146-151 - Josiah Wong, Lauren Hastings, Kevin Negy, Avelino J. Gonzalez, Santiago Ontañón, Yi-Ching Lee:
Machine Learning from Observation to Detect Abnormal Driving Behavior in Humans. 152-157 - Yanbing Xue, Milos Hauskrecht:
Active Learning of Multi-Class Classifiers with Auxiliary Probabilistic Information. 158-163 - Savitha Sam Abraham, Sowmya S. Sundaram:
Combining Qualitative and Quantitative Reasoning for Solving Kinematics Word Problems. 164-167 - Badria Sulaiman Alfurhood, Marius-Calin Silaghi:
A Survey of Group Decision Making Methods and Evaluation Techniques. 168-171 - Ritwik Bose, James F. Allen:
SkeletonScore: Guiding a Semantic Parser to Better Results by Example. 172-175 - Charmgil Hong, Milos Hauskrecht:
Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in Data. 176-179 - King-Ip (David) Lin, H. Andrew Kim:
Improving Topic Model Visualization via Multi-Dimensional Scaling and Cliques. 180-183 - Weicheng Ma, Kai Cao, Xiang Li, Peter Chin:
Tree Structured Multimedia Signal Modeling. 184-188 - Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Improved Multi-Objective Binary Fish School for Feature Selection. 189-192 - Michael J. Pettinati, Ronald C. Arkin:
A Robot to Provide Support in Stigmatizing Patient-Caregiver Relationships. 193-196 - Mihai Polceanu, Andreea-Oana Petac, Hassan Ben Lebsir, Bruno Fiter, Cédric Buche:
Real Time Tennis Match Tracking with Low Cost Equipment. 197-200 - Kenneth R. Sample, Alan C. Lin, Brett J. Borghetti, Gilbert L. Peterson:
Predicting Trouble Ticket Resolution. 201-204 - Klemens Schnattinger, Nadine Müller, Heike Walterscheid:
Consensus Mining - A Guided Group Decision Process for the German Coalition Negotiations. 205-208 - Kalyani Selvarajah, Amangel Bhullar, Ziad Kobti, Mehdi Kargar:
WSCAN-TFP: Weighted SCAN Clustering Algorithm for Team Formation Problem in Social Network. 209-212 - Alex Stocker, Chris Alvin:
Non-Linear Quest Generation. 213-216 - Gang Xiao, Kallirroi Georgila:
A Comparison of Reinforcement Learning Methodologies in Two-Party and Three-Party Negotiation Dialogue. 217-220 - Chenguang Xu, Sarah M. Brown, Christan Grant:
Detecting Simpson's Paradox. 221-224 - Linrui Zhang, Dan Moldovan:
Chinese Relation Classification via Convolutional Neural Networks. 225-228
Special Track on Applied Natural Language Processing
- Fazel Keshtkar, Chutima Boonthum-Denecke:
Special Track on Applied Natural Language Processing. 229 - Nadia Soudani, Ibrahim Bounhas, Sawssen Ben Babis:
Ambiguity Aware Arabic Document Indexing and Query Expansion: A Morphological Knowledge Learning-Based Approach. 230-235 - Jonatas Wehrmann, Mauricio A. Lopes, Rodrigo C. Barros:
Self-Attention for Synopsis-Based Multi-Label Movie Genre Classification. 236-241 - Mohamed A. Zahran, Amr Ebaid:
Exploiting Textual and Citation Information to Identify and Summarize Influential Publications. 242-247 - Robert H. Frye, David C. Wilson:
Defining Forensic Authorship Attribution for Limited Samples from Social Media. 248-251
Special Track on Artificial Intelligence for Big Social Data Analysis
- Eric Bell, Viviana Patti:
Special Track on Artificial Intelligence for Big Social Data Analysis. 252 - Firas Mohammed Salh Aswad, Ronaldo Menezes:
Refugee and Immigration: Twitter as a Proxy for Reality. 253-258 - Binh Thanh Do:
Aspect-Based Sentiment Analysis Using Bitmask Bidirectional Long Short Term Memory Networks. 259-264 - Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar:
Location-Based Twitter Sentiment Analysis for Predicting the U.S. 2016 Presidential Election. 265-270 - Seyed M. Mahdi Seyednezhad, Halley Fede, Isaiah Herrera, Ronaldo Menezes:
Emoji-Word Network Analysis: Sentiments and Semantics. 271-274
Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia
- Cédric Buche, D. Michael Franklin:
Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia. 275 - Hamdi Ben Abdessalem, Marwa Boukadida, Claude Frasson:
Virtual Reality Game Adaptation Using Neurofeedback. 276-281 - Vera A. Kazakova, Lauren Hastings, Andres Posadas
, Lucas C. Gonzalez, Rainer Knauf, Klaus P. Jantke, Avelino J. Gonzalez:
Let Us Tell You a fAIble: Content Generation through Graph-Based Cognition. 282-287 - Luiz Bernardo Martins Kummer, Júlio César Nievola, Emerson Cabrera Paraiso:
Identifying Niche Stage in MMORPGs Using Ensemble Classifier. 288-293 - Nathan Ball, Jason M. Bindewald, Gilbert L. Peterson:
On-Line Agent Detection of Goal Changes. 294-297
Special Track on Artificial Intelligence in Healthcare Informatics
- Douglas A. Talbert, Steve Talbert:
Special Track on Artficial Intelligence in Healthcare Informatics. 298 - Richard A. Bauder, Taghi M. Khoshgoftaar, Amri Napolitano:
Fraud Detection with a Limited Number of Known Fraudulent Medicare Providers. 299-304 - Gerald C. Gannod, Katherine M. Abbott, Kimberly Van Haitsma, Nathan Martindale, Rachel A. Jennings, Chelsey N. Long:
Using Machine Learning to Facilitate the Delivery of Person Centered Care in Nursing Homes. 305-310 - Rebecca Hellström Karlsson, Vinutha Magal Shreenath, Sebastiaan A. Meijer:
Aiding Remote Diagnosis with Text Mining. 311-316 - Ramesh Paudel, Kimberlyn Dunn, William Eberle, Danielle Chaung:
Cognitive Health Prediction on the Elderly Using Sensor Data in Smart Homes. 317-322 - Lingfeng Zhang, Philip K. Chan:
Detecting Harmful Hand Behaviors with Machine Learning from Wearable Motion Sensor Data. 323-328
Special Track on Autonomous Robots and Agents
- Roman Barták, David Obdrzálek:
Special Track on Autonomous Robots and Agents. 329 - Nima Aghli, Marco Carvalho:
A Reinforcement Learning Approach to Autonomous Speed Control in Robotic Systems. 330-335 - Saif Alabachi, Gita Sukthankar:
Intelligently Assisting Human-Guided Quadcopter Photography. 336-341 - Venkat Garlapati, Prithviraj Dasgupta:
A Complete Coverage Algorithm for 3D Structural Inspection Using an Autonomous Unmanned Aerial Vehicle. 342-347 - Marika Ivanová, Pavel Surynek, Diep Thi Ngoc Nguyen:
Maintaining Ad-Hoc Communication Network in Area Protection Scenarios with Adversarial Agents. 348-353 - Vera A. Kazakova, Annie S. Wu:
Specialization versus Re-Specialization: Effects of Hebbian Learning in a Dynamic Environment. 354-359 - Ben Wright, Enrico Pontelli:
Reasoning with Doxastic Attitudes in Multi-Agent Domains. 360-365 - Annie S. Wu, Cortney Riggs:
Inter-Agent Variation Improves Dynamic Decentralized Task Allocation. 366-369
Special Track on Case-Based Reasoning
- Stelios Kapetanakis, Michael W. Floyd:
Special Track on Case-Based Reasoning. 370 - Isabelle Bichindaritz, Charles Englebert, Angelina Regua, Leszek Kotula:
Feature Selection and Case-Based Reasoning for Survival Analysis in Bioinformatics. 371-376 - Amrik Sacha Elapata Gunaratne, Babak Esfandiari, Ali Fawaz:
A Case-Based Reasoning Approach to Learning State-Based Behavior. 377-382 - Ditty Mathew, Sutanu Chakraborti:
An Optimal Footprint Method for Case-Base Maintenance. 383-388 - Xiaomeng Ye:
The Enemy of My Enemy Is My Friend: Class-to-Class Weighting in K-Nearest Neighbors Algorithm. 389-394 - Neha Dubey, Sutanu Chakraborti, Deepak Khemani:
Content Selection for Time Series Summarization Using Case-Based Reasoning. 395-398 - Marcos R. B. Lucca, Alcides Gonçalves Lopes Junior, Edison Pignaton de Freitas, Luís A. Lima Silva:
A Case-Based Reasoning and Clustering Framework for the Development of Intelligent Agents in Simulation Systems. 399-402
Special Track on Data Mining
- David Bisant, William Eberle:
Special Track on Data Mining. 403 - Richard A. Bauder, Taghi M. Khoshgoftaar:
The Detection of Medicare Fraud Using Machine Learning Methods with Excluded Provider Labels. 404-409 - Huizhong Hu, Philip K. Chan:
Using A Personalized Anomaly Detection Approach with Machine Learning to Detect Stolen Phones. 410-415 - Rina Singh, Jeffrey A. Graves, Douglas A. Talbert:
Subgroup Discovery in Sequential Databases. 416-419
Special Track on Intelligent Learning Technologies
- Benjamin Nye, Stephen Fancsali:
Special Track on Intelligent Learning Technologies. 420 - Renu Balyan, Kathryn S. McCarthy, Danielle S. McNamara:
Comparing Machine Learning Classification Approaches for Predicting Expository Text Difficulty. 421-426 - Alan S. Carlin, Chris Nucci, Evan Oster, Diane Kramer, Keith Brawner:
Data Mining for Adaptive Instruction. 427-432 - Eni Mustafaraj, Khonzoda Umarova, Franklyn A. Turbak, Sohie Lee:
Task-specific Language Modeling for Selecting Peer-written Explanations. 433-438 - Mary Jean Blink, Ted Carmichael, Jennifer Murphy, Michael Eagle:
Predictive Models of User Performance for Marksmanship Training. 439-442 - Ted Carmichael, Mary Jean Blink, John C. Stamper, Elizabeth Gieske:
Linkage Objects for Generalized Instruction in Coding (LOGIC). 443-446 - Nancy L. Green, Kevin Walker, Somya Agarwal:
Improving Formative Feedback on Argument Graphs. 447-450 - Mohamed Zakaria Kurdi:
A Reading Recommendation System for ESL Learners Based on Linguistic Features. 451-454
Special Track on Recommender Systems
- Nadia Najjar, Yong Zheng:
Special Track on Recommender Systems. 455 - Felipe Costa, Peter Dolog:
Hybrid Learning Model with Barzilai-Borwein Optimization for Context-aware Recommendations. 456-461 - Mesut Kaya, Derek G. Bridge:
Accurate and Diverse Recommendations Using Item-Based SubProfiles. 462-467 - Anbarasu Sekar, Sutanu Chakraborti:
Towards Bridging the Gap between Manufacturer and Users to Facilitate Better Recommendation. 468-473 - Khalil Muhammad, Aonghus Lawlor, Barry Smyth:
A Multi-Domain Analysis of Explanation-Based Recommendation using User-Generated Reviews. 474-477 - James Schaffer, James Michaelis, Adrienne Raglin, Stephen Russell:
Between Multi-Attribute Utility Decision Making and Recommender Systems: Transparent, Instantaneous, Local Recommendations for Sparse Data. 478-481 - Yong Zheng:
Context-Aware Mobile Recommendation By A Novel Post-Filtering Approach. 482-485
Special Track on Semantic, Logics, Information Extraction and AI
- Ismaïl Biskri, Vladislav Kubon, Anca Pascu:
Special Track on Semantic, Logics, Information Extraction and Artificial Intelligence. 486 - Kai Cao, Xiang Li, Weicheng Ma, Ralph Grishman:
Including New Patterns to Improve Event Extraction Systems. 487-492 - Amanda Hicks, William R. Hogan, Carl Pepine, Nathan Boire, Chloe Herring, Selja Seppälä:
Introducing Hypertension FACT: Vital Sign Ontology Annotations in the Florida Annotated Corpus for Translational Science. 493-499 - Vinicius D. Valerio, Rodolfo Miranda Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.:
A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms. 500-505
Special Track on Uncertain Reasoning
- Karim Tabia, Mohand Saïd Allili:
Special Track on Uncertain Reasoning. 506 - Stefano Bistarelli, Alessandra Tappini, Carlo Taticchi:
A Matrix Approach for Weighted Argumentation Frameworks. 507-512 - Sabina Marchetti, Alessandro Antonucci:
Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks. 513-518 - Richard Niland, Christian Eichhorn, Gabriele Kern-Isberner:
Comparing Approaches to Qualitative Data Mining. 519-524 - Karim Tabia:
Analysis of Jeffrey's Rule of Conditioning in an Imprecise Probabilistic Setting. 525-530 - Andre Thevapalan, Gabriele Kern-Isberner, Diana Howey, Christoph Beierle, Ralf Georg Meyer, Mathias Nietzke:
Decision Support Core System for Cancer Therapies Using ASP-HEX. 531-536 - Stefano Bistarelli, Francesco Santini, Carlo Taticchi:
On Looking for Invariant Operators in Argumentation Semantics. 537-540 - Ouiza Ouyed, Mohand Saïd Allili:
Recognizing Human Interactions Using Group Feature Relevance in Multinomial Kernel Logistic Regression. 541-546
Poster Abstracts
- FLAIRS-31 Poster Abstracts. 547-553
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