FLAIRS-37: THE 37TH INTERNATIONAL CONFERENCE OF THE FLORIDA ARTIFICIAL INTELLIGENCE RESEARCH SOCIETY
PROGRAM

Days: Saturday, May 18th Sunday, May 19th Monday, May 20th Tuesday, May 21st

Saturday, May 18th

View this program: with abstractssession overviewtalk overview

Sunday, May 19th

View this program: with abstractssession overviewtalk overview

09:00-10:00 Session 1: Invited Talk 1
Location: Emerald D+E
09:00
The Evolution of AI: How Medical Applications Have Stimulated and Guided the Field (abstract)
10:30-12:00 Session 2: Poster Session
Location: Emerald A+B
Promoting Transparency and Trust in Biomedical Data: A FAIR Approach to Content Creation and Sharing [#1] (abstract)
An Interpretable Transformer Model for Operational Flare Forecasting [#2] (abstract)
The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis On a Real-World Case Study [#3] (abstract)
Pulmonary Disease Classification on Electrocardiograms Using Machine Learning [#4] (abstract)
Adapted Contrastive Predictive Coding Framework for Accessible Smart Home Control System Based on Hand Gestures Recognition [#5] (abstract)
Severe Weather Forecasting via the Sole Use of Satellite Data [#6] (abstract)
CNN Brain Label-Maker: Automatic ICA Rejection EEG based System Architecture [#7] (abstract)
Good Apples / Bad Apples: Detection and classification of damage [#8] (abstract)
Leveraging Organizational Hierarchy to Simplify Reward Design in Cooperative Multi-agent Reinforcement Learning [#9] (abstract)
Augmenting Training Data for a Virtual Character Using GPT-3.5 [#10] (abstract)
Perception Model for Mobile Robots Assisting Humans in Decision-Making during Complex Situations [#11] (abstract)
Growth Mindset Emojifier Multimodal App [#12] (abstract)
Dementia Detection with Phonetic and Phonological Features [#13] (abstract)
Intelligent Prevention of DDoS Attacks using Reinforcement Learning and Smart Contracts [#14] (abstract)
Genetic algorithm feature selection resilient to increasing amounts of data imputation [#15] (abstract)
Human Cognition for Mitigating the Paradox of AI Explainability: A Pilot Study on Human Gaze-based Text Highlighting [#16] (abstract)
Advancing Precision Healthcare Analytics: Machine Learning Approaches for Diabetes Prognosis using the PIMA Indian Dataset [#17] (abstract)
The Effectiveness of Autonomous Intersections in a City [#18] (abstract)
Terrain-Aware Military Planning Agents [#19] (abstract)
AI Tutor: Student’s Perceptions and Expectations of AI-Driven Tutoring Systems: A Survey-Based Investigation [#20] (abstract)
Exploring Contrastive Learning Neural-Congruency on EEG Recording of Children with Dyslexia [#21] (abstract)
Game Theoretic Analysis of the Feedback Loop Caused by Widely Available Computer Estimation on Market Values [#22] (abstract)
Image Interpretation Confusion Resolution by Collaboration [#23] (abstract)
Government Health Communication During the COVID-19 Pandemic: A BERT Topic Modeling Approach [#24] (abstract)
How did an election fraud narrative spread online? Testing theories using Artificial Intelligence [#25] (abstract)
Moving to Advanced Research on Human Machine Interface Design [#26] (abstract)
AI-Driven Emergency Patient Flow Optimization is Both an Unmissable Opportunity and a Risk of Systematizing Health Disparities [#27] (abstract)
Your Brain on STEM Video Lessons: Exploring Neurophysiological Pat-terns and Educational Engagement to Video Content [#28] (abstract)
Enhancing Image Classification through Exploitation of Hue Cyclicity in Convolutional Neural Networks [#29] (abstract)
Enhancing Nearest Neighbor Classification Performance through Dynamic Time Warping with Progressive Penalty [#30] (abstract)
Towards Youth Mental Health Support: Developing a Prototype AI Counselor [#31] (abstract)
Reinforcement Learning Agents with Generalizing Behavior [#32] (abstract)
Intelligent Infrastructure Facilitating Sequence Recommendation for Cybersecurity Education Systems [#33] (abstract)
Mobile Fog AI for Internet of BattleField Things (IoBT) [#34] (abstract)
Opinion Identification using a Conversational Large Language Model [#35] (abstract)
Training Reinforcement Learning Agents to React to an Ambush for Military Simulations [#36] (abstract)
Autonomous Underwater Robot for Water Quality Measurement of Northwest Pennsylvania Lakes [#37] (abstract)
An NLP Cluster Analysis of AI Ethics Syllabi [#38] (abstract)
Aircraft Engine Remaining Useful Life Prediction Using Machine Learning [#39] (abstract)
Predicting Solar Energy Output On Meteorological Time-Series Data Using Machine Learning [#40] (abstract)
Optimizing Dynamic Airlift Operations: Winning Strategies in the AFRL Airlift Challenge [#41] (abstract)
Evaluating Vision-Language Models on the TriangleCOPA Benchmark [#42] (abstract)
Automated Mapping Tool from Moise+ to Colored Petri Nets [#43] (abstract)
13:30-15:00 Session 3A: Tutorial 1
Location: Emerald E
13:30
Hands-On Introduction to Quantum Machine Learning (abstract)
13:30-15:00 Session 3B: Tutorial 2

Ethics of AI explained (Clayton Peterson, PhD)

Location: Emerald D
13:30
Ethics of AI Explained (abstract)
13:30-15:00 Session 3C: Tutorial 3

An Introduction to Probabilistic Graphical Models (Luigi Portinale, PhD)

Location: Emerald B
13:30
An Introduction to Probabilistic Graphical Models (abstract)
15:30-17:00 Session 4A: Security, Trust, & XAI-1
Location: Emerald A
15:30
Evolution of Norms for a Trustworthy AI Society and Our Responsibilities and Roles (abstract)
15:50
Enhanced Multimodal Content Moderation of Children's Videos using Audiovisual Fusion (abstract)
16:10
Enhancing Explainability in Predictive Maintenance: Investigating the Impact of Data Preprocessing Techniques on XAI Effectiveness (abstract)
16:30
Effects of Matching on Measurements of Accuracy, Fairness, and Fairness Impossibility (abstract)
15:30-17:00 Session 4B: Uncertain Reasoning
Location: Emerald D
15:30
Efficient Detection of Exchangeable Factors in Factor Graphs (abstract)
15:50
Intrinsic Prioritization in Answer Set Programming Based on an Adapted Notion of Tolerance (abstract)
16:10
Initial Goal Allocation for Multi-agent Systems (abstract)
16:30
Causal Unit Selection using Tractable Arithmetic Circuits (abstract)
15:30-17:00 Session 4C: Main-1
Location: Emerald B
15:30
TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification (abstract)
15:50
Improving Axial-Attention Network via Cross-Channel Weight Sharing (abstract)
16:10
On GAN-based Data Integrity Attacks Against Robotic Spatial Sensing (abstract)
16:30
Enhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy (abstract)
15:30-17:00 Session 4D: Main-2
Location: Emerald E
15:30
Determining Legal Relevance with LLMs using Relevance Chain Prompting (abstract)
15:50
LLM Augmented Hierarchical Agents (abstract)
16:10
Bridging the Knowledge Gap: Improving BERT models for answering MCQs by using Ontology-generated synthetic MCQA Dataset (abstract)
16:30
Smart Sampling: Self-Attention and Bootstrapping for Improved Ensembled Q-Learning (abstract)
Monday, May 20th

View this program: with abstractssession overviewtalk overview

09:00-10:00 Session 5: Invited Talk
Location: Emerald D+E
09:00
Teaching Robots To "Get It Right" (abstract)
10:30-12:00 Session 6A: NNDM-1
Location: Emerald A
10:30
Neural Network Hardware Acceleration (abstract)
11:10
Dynamic PageRank with Decay: A Modified Approach for Node Anomaly Detection in Evolving Graph Streams (abstract)
11:30
Multimodal and Explainable Android Adware Classification Techniques (abstract)
10:30-12:00 Session 6B: ANLP-1
Location: Emerald E
10:30
Evaluating Graph Attention Networks as an Alternative to Transformers for ABSA Task in Low-Resource Languages (abstract)
10:50
The Impact of Data Augmentation on the Hate Speech Detection in Portuguese Language (abstract)
11:10
Authorship Attribution of English Poetry using Sentiment Analysis (abstract)
11:30
Investigating Lexical and Syntactic Differences in Written and Spoken English Corpora (abstract)
10:30-12:00 Session 6C: Main-4
Location: Emerald D
10:30
Embedding Ethics Into Artificial Intelligence: Understanding What Can Be Done, What Can't, and What Is Done (abstract)
10:50
A Partial MaxSAT Approach to Nonmonotonic Reasoning with System W (abstract)
11:10
Shortest Walk in a Dungeon Graph (abstract)
11:30
Lung and Colon Cancer Histopathological Image Classification Using 1D Convolutional Channel-based Attention Networks (abstract)
10:30-12:00 Session 6D: Main-3
Location: Emerald B
10:30
POLOR: Leveraging Contrastive Learning to Detect Political Orientation of Opinion in News Media (abstract)
10:50
Latent Beta-Liouville Probabilistic Modeling for Bursty Topic Discovery in Textual Data (abstract)
11:10
Twitter User Account Classification to Gain Insights into Communication Dynamics and Public Awareness During Tampa Bay's Red Tide Events (abstract)
11:30
Abstractive Text Summarization Based on Neural Fusion (abstract)
13:30-15:00 Session 7A: ANLP-2
Location: Emerald D
13:30
TaxTajweez: A Large Language Model-based Chatbot for Income Tax Information In Pakistan Using Retrieval Augmented Generation (RAG) (abstract)
13:45
Beyond Binary: Revealing Variations in Islamophobic Content with Hierarchical Multi-Class Classification (abstract)
14:00
Toward Inclusivity: Rethinking Islamophobic Content Classification in the Digital Age (abstract)
14:15
Transformer Models for Brazilian Portuguese Question Generation: An Experimental Study (abstract)
14:30
Bridging the Gap: A Comprehensive Study on Named Entity Recognition in Electronic Domain using Hybrid Statistical and Deep Knowledge Transfer (abstract)
13:30-15:00 Session 7B: Security, Trust, & XAI-2
Location: Emerald E
13:30
Sharing Accountability of Versatile AI Systems: A Literature Review on the Role of Developers and Practitioners (abstract)
13:45
Enhanced Multi-Class Detection of Fake News (abstract)
14:00
A Scoping Review of Transparency and Explainability in AI Ethics Guidelines (abstract)
14:15
Beyond Size and Accuracy: The Impact of Model Compression on Fairness (abstract)
14:30
Hybrid Cyber-Physical Intrusion Detection System for Smart Manufacturing (abstract)
13:30-15:00 Session 7C: Main-5
Location: Emerald A
13:30
What Matters in Irony Detection: An Extended Feature Engineering for Irony Detection in English Tweets. (abstract)
13:45
Knowledge Distillation for a Domain-Adaptive Visual Recommender System (abstract)
14:00
Knowledge-infused and Explainable Malware Forensics (abstract)
14:15
War of Words: Harnessing the Potential of Large Language Models and Retrieval Augmented Generation to Classify, Counter and Diffuse Hate Speech (abstract)
14:30
Informed Traffic Signal Preemption for Emergency Vehicles (abstract)
13:30-15:00 Session 7D: Main-6
Location: Emerald B
13:30
StrXL: Approximating Permutation Invariance/Equivariance to Model Arbitrary Cardinality Sets (abstract)
13:50
Constraint Composite Graph-Based Weighted CSP Solvers: An Empirical Study (abstract)
14:10
Matching-based Coalition Formation for Multi-robot Task Assignment Under Partial Uncertainty (abstract)
14:30
Lattice-Based Generation of Euclidean Geometry Figures (abstract)
15:30-17:00 Session 8A: Games
Location: Emerald D
15:30
Using Genetic Algorithms to Automate Scenario Generation and Enhance the Training Value of Serious Games for Adaptive Instruction (abstract)
15:50
Tip of the Spear: Developing Predictive Military Planning Tools Using Hidden Markov Models (abstract)
16:10
Improving Reinforcement Learning Experiments in Unity through Waypoint Utilization (abstract)
16:30
Learning Cohesive Behaviors Across Scales for Competitive Agents (abstract)
15:30-17:00 Session 8B: Healthcare
Location: Emerald B
15:30
Using Data Synthesis to Improve Length of Stay Predictions for Patient's with Rare Diagnoses (abstract)
15:50
Machine learning prediction of severity and duration of hypoglycemic events in type 1 diabetes patients (abstract)
16:10
Detecting Human Bias in Emergency Triage Using LLMs: Literature Review, Preliminary Study, and Experimental Plan (abstract)
16:25
Fluid Path Detection Model for Lab on a Chip Images Using Deep Learn-ing-Based Segmentation Approach (abstract)
15:30-17:00 Session 8C: SLIE
Location: Emerald A
15:30
GCN-Based Issues Classification in Software Repository (abstract)
15:50
Decoding Complexity: A Mathematical Framework for Enhanced Translation Comprehension (abstract)
16:10
Predictive model using multivariate analysis and LSTM to assess mining pipeline thickness for corrosion degradation (abstract)
16:30
On Softs Sets and Formal Concept Analysis (FCA) as mathematical categorization systems - An Engineering Application (abstract)
16:45
Enhancing Biomedical Knowledge Representation Through Knowledge Graphs (abstract)
15:30-17:00 Session 8D: Robots
Location: Emerald E
15:30
Model for Knowledge Transfer in Agent Organizations: A Case Study on Moise+ (abstract)
15:50
The Dynamic Anchoring Agent: A Probabilistic Object Anchoring Framework for Semantic World Modeling (abstract)
16:10
Which Actions Are Always Necessary in Fully-Observable Non-Deterministic Planning? (abstract)
16:30
Automatically Learning HTN Methods from Landmarks (abstract)
Tuesday, May 21st

View this program: with abstractssession overviewtalk overview

09:00-10:00 Session 9: Invited Talk
Location: Emerald D+E
09:00
Challenges and Opportunities of AI/ML and Autonomy for the Navy (abstract)
10:30-12:00 Session 10A: ANLP-3
Location: Emerald A
10:30
Analysis of word embeddings with Graph-Based Context Adaptation for Enhanced Word Vectors (abstract)
10:50
Assessing the Impact of Sequence Length Learning on Classification Tasks for Transformer Encoder Models (abstract)
11:10
Handling Empty Decomposition Methods in Hierarchical Planning (abstract)
11:30
Using Earley Parser for Verification of Totally Ordered Hierarchical Plans (abstract)
10:30-12:00 Session 10B: NNDM-2
Location: Emerald B
10:30
Simultaneous count data feature selection and clustering using Multinomial Nested Dirichlet Mixture (abstract)
10:50
A hierarchical count data clustering based on Multinomial Nested Dirichlet Mixture using the Minorization-Maximization framework (abstract)
11:10
Mode Collapse Detection Strategies in Generative Adversarial Networks for Credit Card Fraud Detection (abstract)
11:30
DeepGray: Malware Classification Using Grayscale Images with Deep Learning (abstract)
10:30-12:00 Session 10C: Main-7
Location: Emerald D
10:30
Toward Automated Knowledge Discovery in Case-Based Reasoning (abstract)
10:50
Preference Reasoning Under Partial Alternatives (abstract)
11:10
Minimizing Negative Side Effects in Cooperative Multi-Agent Systems Using Distributed Coordination (abstract)
11:30
On Clustering in Qualitative Spatial and Temporal Reasoning (abstract)
10:30-12:00 Session 10D: Main-8
Location: Emerald E
10:30
A Machine Learning Pipeline for Emotion Recognition based on Brain Topographic Maps Derived from Electroencephalogram Signals (abstract)
10:50
Multiclass Classification of Solar Flares in Imbalanced Data Using Ensemble Learning and Sampling Methods (abstract)
11:10
Estimate Undergraduate Student Enrollment in Courses by Re-purposing Recommendation Tools (abstract)
11:30
Attention-Driven Multi-Agent Reinforcement Learning: Enhancing Deci-sions with Expertise-Informed Tasks (abstract)