Vol. 35 (2022): Proceedings of FLAIRS-35

Preface

Preface

Fazel Keshtkar
- PDF

Committee Listings

Committee Listings

Fazel Keshtkar
- PDF

Invited Talk Abstracts

FLAIRS-35 Invited Talk Abstracts

Fazel Keshtkar
- PDF

Main Track Proceedings

Stemming the Tide of Fake News about the COVID-19 Pandemic

Chih-yuan Li, Soon A. Chun, James Geller
- PDF
Development of an AI-based bioacoustic wolf monitoring system

Olivier Stähli, Thomas Ost, Thomas Studer
- PDF
Unsupervised Detection of Misinformation in Financial Statements

AKSHADA SHINDE
- PDF
Behaving Like Soldiers A Multi-Agent System Approach to Course of Action Planning for Simulated Military Units

Rob Kewley, Chris Argenta, Keith Brawner
- PDF
Towards Increasing the Coverage of Interactive Recommendations

Behnam Rahdari, Peter Brusilovsky, Branislav Kveton
- PDF
An Interpretable Model for Collaborative Filtering Using an Extended Latent Dirichlet Allocation Approach

Florian Wilhelm, Marisa Mohr, Lien Michiels
- PDF
Tracking using Human Pose Matching with Deep Association Metric

Atishay Jain, Abhishek Dhiman, Balakrishna Pailla
- PDF
Switch lists in the landscape of knowledge representation languages

Ondrej Cepek
- PDF
Brazilian Portuguese Hate Speech Classification using BERTimbau

Félix Silva, Larissa A. de Freitas
- PDF
An Exploration of Consistency Learning with Data Augmentation

Connor Shorten, Taghi M. Khoshgoftaar
- PDF
Feature Integration and Feature Augmentation for Predicting GPCR-Drug Interaction

Isabelle Bichindaritz, Guanghui Liu
- PDF
Tractable Inference for Hybrid Bayesian Networks with NAT-Modeled Dynamic Discretization

Yang Xiang, Hanwen Zheng
- PDF
A Few-shot Learning Model based on a Triplet Network for the Prediction of Energy Coincident Peak Days

Jinxiang Liu, Laura E. Brown
- PDF
Machine learning approach for studying the neural underpinnings of dyslexia on a phonological awareness task

Christoforos Christoforou, Timothy C. Papadopoulos, Maria Theodorou
- PDF
Modelling Cournot Games as Multi-agent Multi-armed Bandits

Kshitija Taywade, Brent Harrison, Adib Bagh, Judy Goldsmith
- PDF
Data Augmentation using Counterfactuals: Proximity vs Diversity

Md Golam Moula Mehedi Hasan, Douglas Talbert
- PDF
Mitigating the Rashomon Effect in Counterfactual Explanation: A Game-theoretic Approach

Md Golam Moula Mehedi Hasan, Douglas Talbert
- PDF
Best Response Computation in Multiplayer Imperfect-Information Stochastic Games

Sam Ganzfried
- PDF
Qualitative Mechanical Problem-Solving by Artificial Agents: Further Progress, Under Psychometric AI

Shreya Banerjee, Selmer Bringsjord, Michael Giancola, Naveen Sundar Govindarajulu
- PDF
Rethinking Inventory Forecasting Problems in E-commerce: Exploring the effect of integrating forecasting and inventory decisions

Hernan Ceferino Vazquez, Virginia Dal Lago
- PDF
Relating Preference Languages By Their Expressive Power

Michael Andrew Huelsman, Miroslaw Truszczynski
- PDF
Improving Trust via XAI and Pre-Processing for Machine Learning of Complex Biomedical Datasets

Brandon Hines, Douglas Talbert, Steven Anton
- PDF
Challenges of Vehicle Classification Using Acoustics

Raiden Evans, Stephanie Mullins, George Noel
- PDF
Sensitivity Analysis of a BERT-based scholarly recommendation system

Jie Zhu, Dr. Hulin Wu, Dr. Ashraf Yaseen
- PDF
Predicting the Severity of COVID-19 Respiratory Illness with Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar, Javad Hashemi, Safiya George Dalmida, David Newman, Debarshi Datta, Laurie Martinez, Candice Sareli, Paula Eckard
- PDF
Knowledge Reformulation and Deception as a Defense Against Automated Cyber Adversaries

Ron Alford, Lukas Chrpa, Mauro Vallati, Andy Applebaum
- PDF
Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model

Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller
- PDF
Adversarial Learning to Reason in an Arbitrary Logic

Stanisław Purgał, Cezary Kaliszyk
- PDF
Contradiction Detection and Repair in a Large Theory

Adam Pease, Stephan Schulz
- PDF
Evolution of Combined Arms Tactics in Heterogeneous Multi-Agent Teams

Robert Wilson, David King, Gilbert Peterson
- PDF
A Comparison of House Price Classification with Structured and Unstructured Text Data

Erika Cardenas, Connor Shorten, Taghi M. Khoshgoftaar, Borivoje Furht
- PDF
Automated Assessment of Student Self-explanation During Source Code Comprehension

Jeevan Chapagain, Lasang Tamang, Rabin Banjade, Priti Oli, Vasile Rus
- PDF
Automated Computer Network Exploitation with Bayesian Decision Networks

Graeme Roberts, Gilbert Peterson
- PDF
Towards Automated Error Analysis: Learning to Characterize Errors

Tong Gao, Shivang Singh, Raymond J. Mooney
- PDF
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning

Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
- PDF
COM-MABs: From Users' Feedback to Recommendation

Alexandre Letard, Tassadit Amghar, Olivier Camp, Nicolas Gutowski
- PDF
Context-aware Multi-stakeholder Recommender Systems

Tahereh Arabghalizi, Alexandros Labrinidis
- PDF
Towards Imbalanced Multiclass Driver Distraction Identification

Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
- PDF
Domain Adaptive Scene Text Localization in Night View Images

Majed Alowaidi, Mohammed Alshehri
- PDF

Special Track: AI in Healthcare Informatics

Effects of scale on segmentation of Nissl–stained rat brain tissue images via convolutional neural networks

Alexandro Arnal, Olac Fuentes
- pdf
ColorNephroNet: Kidney tumor malignancy prediction using medical image colorization

Aleksander Obuchowski, Barbara Klaudel, Roman Karski, Bartosz Rydziński, Mateusz Glembin, Paweł Syty, Patryk Jasik
- pdf
Qualitative Choice Logic For Modeling Experts Recommendations of Antibiotics

karima sedki, Jean-Baptiste Lamy, Tsopra Rosy
- pdf
Public Health surveillance from emergency call center data: visualization dashboard and NLP of call reports Public Health surveillance from EMCC data

Alexandre Naprous, Marta Avalos-Fernandez, Catherine Pradeau, Emmanuel Lagarde, Cedric Gil-Jardine
- pdf

Special Track: Applied Natural Language Processing

TLMOTE: A Topic-based Language Modelling Approach for Text Oversampling

Arjun Choudhry, Seba Susan, Anmol Bansal, Anubhav Sharma
- PDF
Query-Based Keyphrase Extraction from Long Documents

Martin Dočekal, Pavel Smrž
- PDF
Recommendation System for Open Source Projects for Minimizing Abandonment

Sarah Sayce, Krishnendu Ghosh
- PDF
Generative Adversarial learning with Negative Data Augmentation for Semi-supervised Text Classification

Shahriar Shayesteh, Diana Inkpen
- PDF
A Study on Title Encoding Methods for e-Commerce Downstream Tasks

Cristian Cardellino, Rafael Carrascosa
Regularizing Data for Improving Execution Time of NLP Model

Thang Dang, Yasufumi Sakai, Tsuguchika Tabaru, Akihiko Kasagi
- PDF
Named Entity Recognition for Nepali: Data Sets and Algorithms

Nobal Niraula, Jeevan Chapagain
- PDF
Lyrics Generation supported by Pre-trained Models

Matheus Augusto Rodrigues, Alcione Oliveira, Alexandra Moreira, Maurilio Possi
- PDF
Learning to Rank with BERT for Argument Quality Evaluation

Charles-Olivier Favreau, Amal Zouaq, Sameer Bhatnagar
- PDF
Exploring BERT for Aspect-based Sentiment Analysis in Portuguese Language

Émerson Philippe Lopes, Larissa Freitas, Gabriel Gomes, Gerônimo Lemos, Luiz Otávio Hammes, Ulisses B. Corrêa
- PDF
A Language-independent Metric for Measuring Text Simplification that does not Require a Parallel Corpus

Lucas Mucida, Alcione Oliveira, Maurilio Possi
- PDF

Special Track: Artificial Intelligence in Games, Serious Games, and Multimedia

Reinforcement learning algorithms for the Untangling of Braids

Abdullah khan, Alexei Vernitski, Alexei Lisitsa
- pdf
Learning to Take Cover on Geo-Specific Terrains via Reinforcement Learning

Timothy Aris, Volkan Ustun, Rajay Kumar
- pdf
Learning Automata with Artificial Reflecting Barriers in Games with Limited Information

Ismail Hassan, B. John Oommen, Anis Yazidi
- pdf
Hierarchical, Discontinuous Agent Reinforcement Learning Rewards in Complex Military-Oriented Environments

Charles Newton, Christopher Ballinger, Michael Sloma, Keith Brawner
- pdf
Extensions to Tiered Coalition Formation Games

Nathan Arnold, Judy Goldsmith, Sarah H. Snider
- pdf
MineObserver: A Deep Learning Framework for Assessing Natural Language Descriptions of Minecraft Imagery

Jay Mahajan, Samuel Hum, Jeff Ginger, H. Chad Lane
- pdf
Pseudo-visibility: A Game Mechanic Involving Willful Ignorance

Samuel Alexander, Arthur Paul Pedersen
- pdf
Aggregation of Hierarchically-Organized Agents in a Multi-Agent System

Sarah Kitchen, Keith Brawner
- pdf
A Closer Look at Invalid Action Masking in Policy Gradient Algorithms

Shengyi Huang, Santiago Ontañón
- pdf

Special Track: Autonomous Robots and Agents

Temporal Alignment and Demonstration Selection as Pre-Processing Phase for Learning by Demonstration

Jérémie Donjat, Amélie Legeleux, Cédric Buche, Dominique Duhaut
- PDF
On Heuristics for Parsing-based Verification of Hierarchical Plans with a Goal Task

Simona Ondrčková, Roman Barták, Pascal Bercher, Gregor Behnke
- PDF
EgoPlan: A Framework for Multi-Agent Planning Using Single Agent Planners

Mark McArthur, Yashar Moshfeghi, Michael Cashmore
- PDF
Gaussian Mixture Model with Weighted Data for Learning by Demonstration

Amélie Legeleux, Cédric Buche, Dominique Duhaut
- PDF
Adapting Cobot Behavior to Human Task Ordering Variability for Assembly Tasks

Belal HMEDAN, Dorilys Kilgus, Humbert Fiorino, Aurelie Landry, Damien Pellier
- PDF
Leveraging Evolutionary Algorithms for Feasible Hexapod Locomotion Across Uneven Terrain

Jack Vice, Gita Sukthankar, Pamela K. Douglas
- PDF
A Hierarchical Goal-Biased Curriculum for Training Reinforcement Learning

Sunandita Patra, Mark Cavolowsky, Onur Kulaksizoglu, Ruoxi Li, Laura Hiatt, Mark Roberts, Dana Nau
- PDF
HTN Replanning from the Middle

Yash Bansod, Sunandita Patra, Dana Nau, Mark Roberts
- PDF

Special Track: Neural Networks and Data Mining

Estimating Automobile Crash Characteristics from Images using Deep Learning

Daniel Silver, Hardik Manek, Matthew Kay, Paul Travis
- pdf
Drug Repurposing for Rare Orphan Diseases Using Machine Learning Techniques

Rajesh Manicavasaga, Prabin B Lamichhane, Prajjwal Kandel, Douglas A. Talbert
- pdf
Customer Appointment Analysis in Automobile Dealerships

Priya Saha, Joachim Hubele, Stephen McDonald
- pdf
Extracting Sections of Simulated Driving Routes that Elicit Driving Responses Predictive of ADHD via Recursively Constructed Ensembles

David Grethlein
- pdf
Comparative Analysis of Transformers to Support Fine-Grained Emotion Detection in Short-Text Data

Robert H. Frye, David C. Wilson
- pdf
Discovering Breach Patterns on the Internet of Health Things: A Graph and Machine Learning Anomaly Analysis

Prabin B Lamichhane, Hannah Mannering, William Eberle
- pdf
Forecasting the Disturbance Storm Time Index with Bayesian Deep Learning

Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
- pdf
A Simple Direct Uncertainty Quantification Technique Based on Machine Learning Regression

Katherine E. Brown, Douglas A. Talbert
- pdf
Class-incremental Learning using a Sequence of Partial Implicitly Regularized Classifiers

Sobirdzhon Bobiev, Albina Khusainova, Adil Khan, S.M. Ahsan Kazmi
- pdf
Protein-Protein Interaction Extraction using Attention-based Tree-Structured Neural Network Models

Sudipta Singha Roy, Robert E. Mercer
- pdf

Special Track: Explainable, Fair, and Trustworthy AI

Towards Machine Learning Interpretability for Tabular Data with Mixed Data Types

Prativa Pokhrel, Dr. Alina Lazar
- pdf
Examining Stereotypes in News Articles

Damin Zhang, Julia Taylor Rayz
- pdf
Generating Conceptual Explanations for DL based ECG Classification Model

Amit Sangroya, Suparshva Jain, Lovekesh Vig, C. Anantaram, Arijit Ukil, Sundeep Khandelwal
- pdf
Toward Multi-Agent Algorithmic Recourse Challenges From a Game-Theoretic Perspective

Andrew O'Brien, Edward Kim
- pdf
Using Explainable AI to Measure Feature Contribution to Uncertainty

Katherine Elizabeth Brown, Douglas A. Talbert
- pdf
An Overview on the Explainability of Cyber-Physical Systems

Sanjiv Subodhnarayan Jha
- pdf

Special Track: Security, Privacy, Trust and Ethics in AI

Review of the Validity and Rationality of Artificial Intelligence Regulation Application of the EU's AI Regulation Bill to Accidents Caused by Artificial Intelligence

Eugene Lim, Hyesung Park, Beopyeon Kim, Beopyeon Kim
- pdf
On Information Hiding in Natural Language Systems

Geetanjali Bihani, Julia Taylor Rayz
- pdf
The Role of Higher Education for the Ethical AI Society

JiHun Lim, JeongEun Seo, HunYeong Kwon
- pdf
Missing Mechanisms of Manipulation in the EU AI Act

Matija Franklin, Hal Ashton, Rebecca Gorman, Stuart Armstrong
- pdf
Automatic verification of multi-agent systems security properties specified with LTL

Kholud Alghamdi, Marius Silaghi
- pdf
A Robust Method to Protect Text Classification Models against Adversarial Attacks

BALA MALLIKARJUNARAO GARLAPATI, Ajeet Kumar Singh , Srinivasa Rao Chalamala
- pdf
Ready for Battle?: Legal Considerations for Upcoming AI Hacker and Vulnerability Issues

Jin-Myeong Lee, Sangpil Yoon
- pdf
Exploration of AI-enabled Contents for Undergraduate Cyber Security Programs

Ramoni Lasisi, Matthew Menia, Zachary Farr, Corey Jones
- pdf

Special Track: Semantic, Logics, Information Extraction and AI

Preliminary Thoughts on Defining f(x) for Ethical Machines

Clayton Peterson, Naïma Hamrouni
- pdf
Biomedical Scholarly Article Editing and Sharing using Holistic Semantic Uplifting Approach

Asim Abbas, Steve Fonin Mbouadeu, Fazel Keshtkar, Joan DeBello, Syed Ahmad Chan Bukhari
- PDF
Conflict-Based Inconsistency-Tolerant Query Answering

Rim Mohamed, Zied Bouraoui, Zied Loukil, Faiez Gargouri
- PDF
The Logic of Hebbian Learning

Caleb Kisby, Saúl Blanco, Lawrence Moss
- PDF
Min-Based Conditioning of Possibilistic EL Ontology

Rim Mohamed, Zied Bouraoui, Zied Loukil, Faiez Gargouri
- PDF
Identifying Relation-gaps in Ontologies using TOPSIS

Subhashree S, Sreenivasa Kumar P
- PDF
Unsupervised Neural Network for Data-Driven Corrosion Detection of a Mining Pipeline

Abdou Khadir Dia, Nadia Ghazzali, Bosca Axel Gambou
- PDF
The Place of Quasi Topological Structure in the Mathematical Theory of Categorization Quasi Topological Structure and Soft Sets

Anca Pascu Pascu, Jean-Pierre Desclés, Ismail Biskri
- pdf
A Sociotechnical Framework for Semantic Biomedical Content Authoring and Publishing

Steve Fonin Mbouadeu, Asim Abbas, Fazel Keshtkar, Iram Wajahat, Syed Ahmad Chan Bukhari
- pdf

Special Track: Uncertain Reasoning

Factored Beliefs for Machine Agents in Decentralized Partially Observable Markov Decision Processes

Joshua Lapso, Gilbert Peterson
- PDF
Intelligent Tutoring Systems by Bayesian Nets with Noisy Gates

Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
- PDF
Realization of c-Inference as a SAT Problem

Christoph Beierle, Martin von Berg, Arthur Sanin
- PDF
Integrating Cognitive Principles From ACT-R Into Probabilistic Conditional Reasoning by Taking the Example of Maximum Entropy Reasoning

Marco Wilhelm, Diana Howey, Gabriele Kern-Isberner, Kai Sauerwald, Christoph Beierle
- PDF
Normal Forms of Conditional Belief Bases Respecting Inductive Inference

Christoph Beierle, Jonas Haldimann
- PDF
Integration of Multivariate Beta-based Hidden Markov Models and Support Vector Machines with Medical Applications

Narges Manouchehri, Nizar Bouguila
- PDF

Posters

Vehicle Traffic Estimation Using Deep Learning

Meetkumar Patel, Daniel Silver
- pdf
Vision-Based American Sign Language Classification Approach via Deep Learning

Nelly Elsayed
- pdf
The Development of an Intelligent System Architecture for Autonomous Care (ISAAC)

Logan Gisick, Alyssa Tanaka, Bob Marinier, Robert Picking, Cameron Copland
- pdf
Fast Content Placement and Alignment in 3D Scenes

Robin Wiethüchter, Saikishore Kalloori, Ribin Chalumattu
- pdf
Pedestrian Traffic Prediction using Deep Learning

Riddhi Joshi, Daniel Silver
- pdf
Less is More: Decision Making & Information Sharing Under Severe Uncertainty

Gene, Arthur Paul Pedersen
- pdf
Trustworthy AI Solutions for Cyberbiosecurity Challenges in Water Supply Systems

Wan-Yi Mao, Mehmet Yardimci, Minh Nguyen, Dan Sobien, Laura Freeman, Feras A. Batarseh, Abdul Rahman, Vinita Fordham
- pdf
Automatic Speech Recognition Training Software for Joint Terminal Attack Controller Close Air Support Requests

Logan Gisick, Henry Phillips, Charles Newton
- pdf
Enhancing Grade Prediction via Course Attribute-Aware Student Similarity in Collaborative Filtering

Young Park
- pdf
Ultimate Tic-Tac-Toe Bot Techniques

Brycen Addison, Michael Peeler, Chris Alvin
- pdf
Implications of Bounds in Approval Voting

Kholud Alghamdi, Marius Silaghi
- pdf
Language-Model-Based Parsing and English Generation for Unscoped Episodic Logical Forms

Erin Gibson, Lane Lawley
- pdf
Expectation Management of AI for Automated Military Behavior Representations

Chris McGroarty, Scott Gallant
- pdf

Tutorials

An Introduction to Graph Neural Networks

Alina Lazar
- pdf
Sparse Predictive Hierarches: An Alternative to Deep Learning

Eric Laukien
- pdf
Enabling AI Adoption through Assurance

Jaganmohan Chandrasekaran, Feras A. Batarseh, Laura Freeman, Raghu Kacker, M S Raunak, Rick Kuhn
- pdf

Preface

Committee Listings

Invited Talk Abstracts

Main Track Proceedings

Special Track: AI in Healthcare Informatics

Special Track: Applied Natural Language Processing

Special Track: Artificial Intelligence in Games, Serious Games, and Multimedia

Special Track: Autonomous Robots and Agents

Special Track: Neural Networks and Data Mining

Special Track: Explainable, Fair, and Trustworthy AI

Special Track: Security, Privacy, Trust and Ethics in AI

Special Track: Semantic, Logics, Information Extraction and AI

Special Track: Uncertain Reasoning

Posters

Tutorials

Developed By

Make a Submission

Language