Presentations and Authors


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Track:
 

Main Track

Encoding Neighbor Information into Geographical Embeddings Using Convolutional Neural Networks PDF
Christopher Blier-Wong, Jean-Thomas Baillargeon, Hélène Cossette, Luc Lamontagne, Etienne Marceau
Character Depth and Sentence Diversification in Automated Narrative Generation PDF
Brooke Bottoni, Yasmine Moolenaar, Anthony Hevia, Thomas Anchor, Kyle Benko, Rainer Knauf, Klaus Jantke, Avelino Gonzalez, Annie Wu
Improving Costs and Robustness of Machine Learning Classifiers Against Adversarial Attacks via Self Play of Repeated Bayesian Games PDF
Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick
Constructing Gaussian Processes for Probabilistic Graphical Models PDF
Mattis Hartwig, Marisa Mohr, Ralf Möller
Music Stimuli for EEG-Based User Authentication PDF
Sukun Li, Leonard Marino, Vineetha Alluri
Towards Concise, Machine-Discovered Proofs of Gödel's Two Incompleteness Theorems PDF
Elijah Malaby, Bradley Dragun, John Licato
Modeling Novel Solutions to Creative Problem Solving Tasks with Subjective Observers PDF
Chris Miller, Arnav Jhala
Secure Industrial Control System with Intrusion Detection PDF
M. Rayhan Ahmed Mithu, Vadim Kholodilo, Rajesh Manicavasagam, Denis Ulybyshev, Mike Rogers
New Approaches in Ordinal Pattern Representations for Multivariate Time Series PDF
Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller
Solving Weighted Abduction via Max-SAT Solvers PDF
Yoichi Sasaki, Takanori Maehara, Takumi Akazaki, Kazeto Yamamoto, Kunihiko Sadamasa

Main Track Posters

Investigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems PDF
Masoud Mansoury, Himan Abdollahpouri, Jessie Smith, Arman Dehpanah, Mykola Pechenizkiy, Bamshad Mobasher
Probing the Natural Language Inference Task with Automated Reasoning Tools PDF
Zaid Marji, Animesh Nighojkar, John Licato
Middleware Unifying Framework for Independent Nodes System (MUFFINS) PDF
James S. Okolica, Gilbert L. Peterson, Michael J. Mendenhall

Special Track on Applied Natural Language Processing

Abstractive Summarization for Low Resource Data Using Domain Transfer and Data Synthesis PDF
Ahmed Magooda, Diane Litman
EmpTransfo: A Multi-Head Transformer Architecture for Creating Empathetic Dialog Systems PDF
Rohola Zandie, Mohammad H. Mahoor
Attend to the Beginning: A Study on Bidirectional Attention for Extractive Summarization PDF
Ahmed Magooda, Cezary Marcjan
Detecting Preposition Errors to Target Interlingual Errors in Second Language Writing PDF
Natawut Monaikul, Barbara Di Eugenio
Gazetteer Generation for Neural Named Entity Recognition PDF
Chan Hee Song, Dawn Lawrie, Tim Finin, James Mayfield

Special Track on Artificial Intelligence in Healthcare Informatics

Not All Samples are Equal: Class Dependent Hierarchical Multi-Task Learning for Patient Diagnosis Classification PDF
Salim Malakouti, Milos Hauskrecht

Special Track on Autonomous Robots and Agents

Energy-Aware Path Planning for Autonomous Mobile Robot Navigation PDF
Renan Maidana, Roger Granada, Darlan Jurak, Maurício Magnaguagno, Felipe Meneguzzi, Alexandre Amory
Improving Multi-Agent System Coordination Via Intensity Variation PDF
David H. Mathias, Annie S. Wu, Laik Ruetten, Eric Coursin
Model-Free Reinforcement Learning Approach for Leader-Follower Formation Using Nonholonomic Mobile Robots PDF
Md Suruz Miah, Amr Elhussein, Fazel Keshtkar, Mohammed Abouheaf
Recreating Bat Behavior on Quad-Rotor UAVs—A Simulation Approach PDF
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 PDF
Annie S. Wu, David H. Mathias, Joseph P. Giordano, Anthony Hevia
Discovering Hierarchies for Reinforcement Learning Using Data Mining PDF
Dave Mobley, Judy Goldsmith, Brent Harrison

Special Track on Case-Based Reasoning

Case-Based Explanations and Goal Specific Resource Estimations PDF
Venkatsampath Raja Gogineni, Sravya Kondrakunta, Matthew Molineaux, Michael T. Cox
On the Explanation of Similarity for Developing and Deploying CBR Systems PDF
Kerstin Bach, Paul Jarle Mork
Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis PDF
Giorgio Leonardi, Stefania Montani, Manuel Striani

Special Track on Intelligent Learning Technologies

Detecting Trait versus Performance Student Behavioral Patterns Using Discriminative Non-Negative Matrix Factorization PDF
Mehrdad Mirzaei, Shaghayegh Sahebi, Peter Brusilovsky
Query-Based Generation of Trigonometric Identity Problems and Solutions PDF
Meredith Pearce, Jonathan McKinney, Chris Alvin

Special Track on Semantic, Logics, Information Extraction and AI

Modeling Procedural State Changes over Time with Probabilistic Soft Logic PDF
Michael Mohler, Sean Monahan, Marc Tomlinson
Learning Picture Languages Represented as Strings PDF
David Kuboñ, František Mráz

Special Track on Spoken Language Processing and Conversational Systems

Context-Centric Approach in Paralinguistic Affect Recognition System PDF
Andreas Marpaung, Avelino Gonzalez

Special Track on Uncertain Reasoning

Social Pooling of Beliefs and Values with Desirability PDF
Arianna Casanova, Enrique Miranda, Marco Zaffalon
MCMC-Based Learning of Finite Bivariate Beta Mixture Models PDF
Maryam Rasti, Narges Manouchehri, Nizar Bouguila