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33rd FLAIRS Conference 2020: North Miami Beach, Florida, USA
- Roman Barták, Eric Bell:
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, Originally to be held in North Miami Beach, Florida, USA, May 17-20, 2020. AAAI Press 2020, ISBN 978-1-57735-821-3
Main Track
- Nisrine Ait Khayi, Vasile Rus:
Attention Based Transformer for Student Answers Assessment. 3-8 - Sihem Belabbes, Salem Benferhat:
On Dealing with Conflicting, Uncertain and Partially Ordered Ontologies. 9-14 - Christopher Blier-Wong, Jean-Thomas Baillargeon, Hélène Cossette, Luc Lamontagne, Etienne Marceau:
Encoding Neighbor Information into Geographical Embeddings Using Convolutional Neural Networks. 15-20 - Brooke Bottoni, Yasmine Moolenaar, Anthony Hevia, Thomas Anchor, Kyle A. Benko, Rainer Knauf, Klaus P. Jantke, Avelino J. Gonzalez, Annie S. Wu:
Character Depth and Sentence Diversification in Automated Narrative Generation. 21-26 - Max Chiswick, Sam Ganzfried:
Prediction of Bayesian Intervals for Tropical Storms. 27-32 - Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick:
Improving Costs and Robustness of Machine Learning Classifiers Against Adversarial Attacks via Self Play of Repeated Bayesian Games. 33-38 - Sam Ganzfried, Max Chiswick:
Most Important Fundamental Rule of Poker Strategy. 39-44 - David Grethlein, Santiago Ontañón:
Spatially Aligned Clustering of Driving Simulator Data. 45-50 - Curry I. Guinn:
Limits of the Technological Singularity. 51-56 - Mattis Hartwig, Marisa Mohr, Ralf Möller:
Constructing Gaussian Processes for Probabilistic Graphical Models. 57-62 - Yuxiao Huang:
Improving Classification Accuracy by Mining Deterministic and Frequent Rules. 63- - Michael Huelsman, Miroslaw Truszczynski:
A Lexicographic Strategy for Approximating Dominance in CP-Nets. 59-74 - Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor:
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. 75-81 - Prajjwal Kandel, William Eberle:
Node Similarity For Anomaly Detection in Attributed Graphs. 82-87 - Felix Kuhr, Özgür L. Özçep:
Theory Interpretations for Topic Models. 88-93 - Jeongmin Lee, Milos Hauskrecht:
Clinical Event Time-Series Modeling with Periodic Events. 94-99 - Sukun Li, Leonard Marino, Vineetha Alluri:
Music Stimuli for EEG-Based User Authentication. 100-105 - Elijah Malaby, Bradley Dragun, John Licato:
Towards Concise, Machine-Discovered Proofs of Gödel's Two Incompleteness Theorems. 106-111 - Chris Miller, Arnav Jhala:
Modeling Novel Solutions to Creative Problem Solving Tasks with Subjective Observers. 112-117 - M. Rayhan Ahmed Mithu, Vadim Kholodilo, Rajesh Manicavasagam, Denis A. Ulybyshev, Mike Rogers:
Secure Industrial Control System with Intrusion Detection. 118-123 - Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller:
New Approaches in Ordinal Pattern Representations for Multivariate Time Series. 124-129 - Gilchan Park, Julia Taylor Rayz, Line Pouchard:
Figure Descriptive Text Extraction Using Ontological Representation. 130-135 - Lalintha G. Polpitiya, Kamal Premaratne:
Real-Time Detection and Prediction of Relative Motion of Moving Objects in Autonomous Driving. 136-141 - Yoichi Sasaki, Takanori Maehara, Takumi Akazaki, Kazeto Yamamoto, Kunihiko Sadamasa:
Solving Weighted Abduction via Max-SAT Solvers. 142-147 - Simon Schiff, Özgür L. Özçep:
Bounded-Memory Criteria for Streams with Application Time. 148-153 - Jacob Schlueter, Judy Goldsmith:
Internal Stability in Hedonic Games. 154-159 - Jacob Schlueter, Judy Goldsmith:
Super Altruistic Hedonic Games. 160-165 - R. Paul Wiegand:
The Objective of Simple Novelty Search. 166-171
Main Track Posters
- Joseph Allen, Xudong Liu, Karthikeyan Umapathy, Sandeep Reddivari:
Clustering Partial Lexicographic Preference Trees. 172-175 - Farzana Anowar, Samira Sadaoui:
Chunk-Based Incremental Classification of Fraud Data. 176-180 - Alessandro Antonucci, Thomas Tiotto:
Approximate MMAP by Marginal Search. 181-184 - Viktor Eisenstadt, Klaus-Dieter Althoff:
RALE-ACL - A Language for Information Exchange between Case-Based Agents as Alternative to the FIPA-ACL-Based Communication. 185-188 - Gabriel J. Ferrer:
A Preliminary Study of Spatial Bias in Knn Distance Metrics. 189-192 - Masoud Mansoury, Himan Abdollahpouri, Jessie Smith, Arman Dehpanah, Mykola Pechenizkiy, Bamshad Mobasher:
Investigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems. 193-196 - Zaid Marji, Animesh Nighojkar, John Licato:
Probing the Natural Language Inference Task with Automated Reasoning Tools. 197-200 - Jorge Núñez Siri, Eric Neufeld, Isobel Parkin, Andrew Sharpe:
Using Simulated Annealing to Declutter Genome Visualizations. 201-204 - James S. Okolica, Gilbert L. Peterson, Michael J. Mendenhall:
Middleware Unifying Framework for Independent Nodes System (MUFFINS). 205-208 - Xavier Sumba, Nuha Zamzami, Nizar Bouguila:
Improving the EDCM Mixture Model with Expectation Propagation. 209-212 - Kshitija Taywade, Judy Goldsmith, Brent Harrison:
Decentralized Marriage Models. 213-216 - Anak Wannaphaschaiyong, Xingquan Zhu:
COPD Disease Classification Using Network Embedding with Synthetic Relationships. 217-221
Special Track on Applied Natural Language Processing
- Benyamin Ahmadnia, Bonnie J. Dorr:
Impact of a New Word Embedding Cost Function on Farsi-Spanish Low-Resource Neural Machine Translation. 222-227 - Han He, Jinho D. Choi:
Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT. 228-233 - Fereshteh Jafariakinabad, Sansiri Tarnpradab, Kien A. Hua:
Syntactic Neural Model for Authorship Attribution. 234-239 - Ahmed Magooda, Diane J. Litman:
Abstractive Summarization for Low Resource Data Using Domain Transfer and Data Synthesis. 240-245 - Asana Neishabouri, Michel C. Desmarais:
Reliability of Perplexity to Find Number of Latent Topics. 246-251 - Justus Robertson, Brent E. Harrison, Arnav Jhala:
Interactive Summarization for Data Filtering and Triage. 252-257 - Jason Wei, Eugene Santos Jr.:
Narrative Origin Classification of Israeli-Palestinian Conflict Texts. 258-263 - Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard, Eric Tellier, Marta Avalos Fernandez, Emmanuel Lagarde:
Pre-Training A Neural Language Model Improves the Sample Efficiency of an Emergency Room Classification Model. 264-269 - Oscar Youngquist:
An Ensemble Neural Network for the Emotional Classification of Text. 270-275 - Rohola Zandie, Mohammad H. Mahoor:
EmpTransfo: A Multi-Head Transformer Architecture for Creating Empathetic Dialog Systems. 276-281 - Joschka Kersting, Michaela Geierhos:
Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis. 282-285 - Ahmed Magooda, Cezary Marcjan:
Attend to the Beginning: A Study on Bidirectional Attention for Extractive Summarization. 286-289 - Natawut Monaikul, Barbara Di Eugenio:
Detecting Preposition Errors to Target Interlingual Errors in Second Language Writing. 290-293 - Yanisa Haley Scherber:
A Computational Approach to Assessing Nominalizations in Academic Writing. 294-297 - Chan Hee Song, Dawn J. Lawrie, Tim Finin, James Mayfield:
Gazetteer Generation for Neural Named Entity Recognition. 298-302
Special Track on Artificial Intelligence for Big Social Data Analysis
- Dennis Assenmacher, Lena Adam, Heike Trautmann, Christian Grimme:
Towards Real-Time and Unsupervised Campaign Detection in Social Media. 303-307
Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia
- Lubomir Ivanov, Jhavagne Dunn:
Automatic Identification of Guitar Types from Prerecorded Audio. 308-311 - Lubomir Ivanov, Nina Ramos:
"Bully": A Virtual Reality Environment for Anti-Bullying Education. 312-316
Special Track on Artificial Intelligence in Healthcare Informatics
- Itika Gupta, Barbara Di Eugenio, Brian D. Ziebart, Bing Liu, Ben S. Gerber, Lisa K. Sharp:
Goal Summarization for Human-Human Health Coaching Dialogues. 317-322 - Salim Malakouti, Milos Hauskrecht:
Not All Samples are Equal: Class Dependent Hierarchical Multi-Task Learning for Patient Diagnosis Classification. 323-328 - Ochilbek Rakhmanov, Nwojo Nnanna Agwu, Steve Adeshina:
Experimentation on Hand Drawn Sketches by Children to Classify Draw-a-Person Test Images in Psychology. 329-334 - Amirsina Torfi, Edward A. Fox:
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records. 335-340 - Rui Wang, Ming-Ching Chang, Marleen Radigan:
Modeling Latent Comorbidity for Health Risk Prediction Using Graph Convolutional Network. 341-346 - Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper, Kerstin Bach:
Learning to Recognise Exercises in the Self-Management of Low Back Pain. 347-352 - Isabelle Bichindaritz, Guanghui Liu, Christopher L. Bartlett:
Survival Prediction of Breast Cancer Patient from Gene Methylation Data with Deep LSTM Network and Ordinal Cox Model. 353-356 - Yuping Su, Xingquan Zhu, Bei Dong, Yumei Zhang, Xiaojun Wu:
MedFroDetect: Medicare Fraud Detection with Extremely Imbalanced Class Distributions. 357-361
Special Track on Autonomous Robots and Agents
- Renan Maidana, Roger Granada, Darlan A. Jurak, Mauricio Cecilio Magnaguagno, Felipe Meneguzzi, Alexandre M. Amory:
Energy-Aware Path Planning for Autonomous Mobile Robot Navigation. 362-367 - H. David Mathias, Annie S. Wu, Laik Ruetten, Eric Coursin:
Improving Multi-Agent System Coordination Via Intensity Variation. 368-373 - Model-Free Reinforcement Learning Approach for Leader-Follower Formation Using Nonholonomic Mobile Robots. 374-379
- Muhammad Hassan Tanveer, Antony Thomas, Xiaowei Wu, Rolf Müller, Pratap Tokekar, Hongxiao Zhu:
Recreating Bat Behavior on Quad-Rotor UAVs - A Simulation Approach. 380-385 - Annie S. Wu, H. David Mathias, Joseph P. Giordano, Anthony Hevia:
Effects of Response Threshold Distribution on Dynamic Division of Labor in Decentralized Swarms. 386-391 - Dave Mobley, Judy Goldsmith, Brent Harrison:
Discovering Hierarchies for Reinforcement Learning Using Data Mining. 392-395 - Skanda Vaidyanath, Kallirroi Georgila, David R. Traum:
Using Reinforcement Learning to Manage Communications Between Humans and Artificial Agents in an Evacuation Scenario. 396-400
Special Track on Case-Based Reasoning
- Christopher L. Bartlett, Guanghui Liu, Isabelle Bichindaritz:
Case-Based Reasoning for the Analysis of Methylation Data in Oncology. 401-406 - Venkatsampath Raja Gogineni, Sravya Kondrakunta, Matthew Molineaux, Michael T. Cox:
Case-Based Explanations and Goal Specific Resource Estimations. 407-412 - Kerstin Bach, Paul Jarle Mork:
On the Explanation of Similarity for Developing and Deploying CBR Systems. 413-416 - Giorgio Leonardi, Stefania Montani, Manuel Striani:
Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis. 417-421
Special Track on Data Mining
- Katherine E. Brown, Farzana Ahamed Bhuiyan, Douglas A. Talbert:
Uncertainty Quantification in Multimodal Ensembles of Deep Learners. 422-427 - Paulo Rocha, Diego Pinheiro, Martin Cadeiras, Carmelo J. A. Bastos Filho:
Towards Automatic Clustering Analysis Using Traces of Information Gain: The InfoGuide Method. 428-433 - Farzana Ahamed Bhuiyan, Katherine E. Brown, Md Bulbul Sharif, Quentin D. Johnson, Douglas A. Talbert:
Assessing Modality Selection Heuristics to Improve Multimodal Machine Learning for Malware Detection. 434-438
Special Track on Intelligent Learning Technologies
- Mehrdad Mirzaei, Shaghayegh Sahebi, Peter Brusilovsky:
Detecting Trait versus Performance Student Behavioral Patterns Using Discriminative Non-Negative Matrix Factorization. 439-444 - Meredith Pearce, Jonathan McKinney, Chris Alvin:
Query-Based Generation of Trigonometric Identity Problems and Solutions. 445-450 - Lasang Jimba Tamang, Zeyad Alshaikh, Nisrine Ait Khayi, Vasile Rus:
The Effects of Open Self-Explanation Prompting During Source Code Comprehension. 451-456 - Zeyad Alshaikh, Lasang Jimba Tamang, Vasile Rus:
Experiments with a Socratic Intelligent Tutoring System for Source Code Understanding. 457-460 - Chris Alvin, Adam Byerly:
Analysis of Region-Based Integral Calculus Problems. 461-465
Special Track on Neural Networks
- Armando Fandango, R. Paul Wiegand, Liqiang Ni, Samiul Hasan:
Impact of Augmenting GRU Networks with Iterative and Direct Strategies for Traffic Speed Forecasting. 466-471 - Syed Naveed Hussain Shah, Dean Frederick Hougen:
Stochastic Reinforcement Learning for Continuous Actions in Dynamic Environments. 472-477 - Taoran Sheng, Manfred Huber:
Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data. 478-483 - Manar Alkhatib, Khaled Shaalan:
Boosting Arabic Named Entity Recognition Transliteration with Deep Learning. 484-488
Special Track on Recommender Systems
- Diego Carraro, Derek Bridge:
Debiased Offline Evaluation of Active Learning in Recommender Systems. 489-494 - Saikishore Kalloori, Tianyu Li:
Modeling User Preferences Using Relative Feedback for Personalized Recommendations. 495-498 - Linh Tang, Fahmida Hamid
:
CAARS: A Context-Aware Artist Recommender System for Twitter Users. 499-503
Special Track on Security, Privacy and Trust in the Big Data and AI Age
- Sung-Hyuk Cha, Teryn Cha:
Variance Linear Discriminant Analysis for IRIS Biometrics. 504-508
Special Track on Semantic, Logics, Information Extraction and AI
- Sayef Iqbal, Fazel Keshtkar, Soon Ae Chun:
Extract Semantic Pattern from Trolling Data. 509-514 - Michael Mohler, Sean Monahan, Marc T. Tomlinson:
Modeling Procedural State Changes over Time with Probabilistic Soft Logic. 515-520 - Usef Faghihi, Serge Robert, Pierre Poirier, Youssef Barkaoui:
From Association to Reasoning, an Alternative to Pearls' Causal Reasoning. 521-524 - Adel Jebali:
Automatic Grammar Checkers to the Rescue of French L2 Object Clitics. 525-528 - David Kubon, Frantisek Mráz:
Learning Picture Languages Represented as Strings. 529-532 - Clayton Peterson:
How to Act? Reasoning with Conflicting Obligations. 533-537
Special Track on Spoken Language Processing and Conversational Systems
- Abhinav Kumar, Jillian Aurisano, Barbara Di Eugenio, Andrew E. Johnson:
Intelligent Assistant for Exploring Data Visualizations. 538-543 - Andreas H. Marpaung, Avelino Gonzalez:
Context-Centric Approach in Paralinguistic Affect Recognition System. 544-549 - Alan Wisler, Kristin Teplansky, Jordan R. Green, Sara G. Austin, Jun Wang:
Can Machines Learn Continuous Measures of Speech Severity from Ordinal Training Labels? 550-556
Special Track on Uncertain Reasoning
- Ofer Arieli, Annemarie Borg, Christian Straßer:
Tuning Logical Argumentation Frameworks: A Postulate-Derived Approach. 557-562 - Christoph Beierle, Jonas Haldimann:
Transforming Conditional Knowledge Bases into Renaming Normal Form. 563-568 - Arianna Casanova, Enrique Miranda, Marco Zaffalon:
Social Pooling of Beliefs and Values with Desirability. 569-574 - Jesse Heyninck, Gabriele Kern-Isberner, Matthias Thimm:
On the Correspondence between Abstract Dialectical Frameworks and Nonmonotonic Conditional Logics. 575-580 - Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin:
Constaint-Based Learning for Non-Parametric Continuous Bayesian Networks. 581-586 - Meliha Sezgin, Gabriele Kern-Isberner:
Generalized Ranking Kinematics for Iterated Belief Revision. 587-592 - Marco Wilhelm
Context-Based Inferences from Probabilistic Conditionals with Default Negation at Maximum Entropy. 593-598 - Yang Xiang, Qian Wang:
Learning NAT-Modeled Bayesian Networks from Data. 599-604 - Jonas Bischofberger, Marco Ragni:
An Adaptive Model for Cognitive Reasoning. 605-608 - Andreas Dellnitz, Elmar Reucher, Wilhelm Rödder:
How to Avoid Weight Inconsistencies in Social Networks - an Entropy-Driven Approach -. 609-612 - Serena Doria:
Representation of Indifference and Preference Ordering Between Random Variables by Coherent Upper and Lower Conditional Previsions Defined by Hausdorff Outer and Inner Measures. 613-616 - Gaspard Ducamp, Philippe Bonnard, Pierre-Henri Wuillemin:
Uncertain Reasoning in Rule-Based Systems Using PRM. 617-620 - Maryam Rasti, Narges Manouchehri, Nizar Bouguila:
MCMC-Based Learning of Finite Bivariate Beta Mixture Models. 621-625
Poster Abstracts
- FLAIRS-33 Poster Abstracts. 626-630
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