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