PROGRAM
Days: Saturday, May 18th Sunday, May 19th Monday, May 20th Tuesday, May 21st
Saturday, May 18th
View this program: with abstractssession overviewtalk overview
18:00-20:00 Reception
Location: Sunrise Deck
Sunday, May 19th
View this program: with abstractssession overviewtalk overview
08:45-09:00 FLAIRS-37 Opening
Location: Emerald D+E
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) |
12:00-13:30 Lunch
Location: Emerald C
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) |
18:00-21:00 Dinner and Awards
Location: Sunset Deck
Monday, May 20th
View this program: with abstractssession overviewtalk overview
08:45-09:00 Announcements
Location: Emerald D+E
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) |
12:00-13:30 Lunch
Location: Emerald C
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
08:45-09:00 Announcements
Location: Emerald D+E
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) |
12:00-13:00 Lunch
Location: Emerald C
13:00-14:00 Business Meeting
Location: Emerald D