Program Schedule
2025 IEEE FMLDS Program Schedule (Continued..)
| Day 03- 04 November 2025 (Tuesday) | |
|---|---|
| 8:00am -9:00am | Registration |
| 9:00am -9:30am | Keynote Speech Publishing Your Machine Learning and Data Science Research with Elsevier Chris Katsaropoulos, Senior Acquisitions Editor for Computer Science, Elsevier Chair: Professor Komalpreet Kaur, Salem State University, USA |
| 9:30am -10:30am | Parallel Session A Session Title: Pattern Recognition Session Chair: Professor Mohamed Mabrok, Qatar University, Qatar |
| An Integrated Transformer Learning Based Framework for Multi-Stage Feature Optimization in Naval Intention Detection
Md Azizul Hakim, Monica Nicolescu and Mircea Nicolescu | |
| An Aperture-Based Spatiotemporal Metric for Mobility Intelligence
Mahdi Zarif, Jan Eric Martins-Simonsen and Jason O. Hallstrom | |
| MNIST-Gen: A Modular MNIST-Style Dataset Generation Using Hierarchical Semantics, Reinforcement Learning, and Category Theory
Pouya Shaeri, Arash Karimi and Ariane Middel | |
| Feature-Aware Deep Learning for Maritime Intent Recognition
Md Abu Sayed, Md. Azizul Hakim, Ayesh Meepaganithage, Monica Nicolescu and Mircea Nicolescu | |
| Robust Access Point Localization Using RSSI Fingerprinting and Pattern Similarity Filtering
Eyiara Oladipo, Ethan Scheys, Osama Najeeb and Mina Maleki | |
| Hybrid Attention-Enhanced DenseNet201 Deep Learning Model for Eye-Disease Classification from Low-Resolution Images
Kazi Nashia, Neazmul Mowla, Fazlea Rabby, Zarin Anon, Fariah Mahzabeen | |
| Parallel Session B Title: Industry Track Session Chairs: Mr Anupam Chansarkar, Amazon, California, USA Mr Abhijeet Mukkawar, Siemens, Texas, USA |
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| Mitigating Hallucinations in LLMs: The Efficacy of Cross-Verification in Reducing Errors
- Mr Anupam Chansarkar Industrial AI Deployment Challenges: Beyond Academic Benchmarks Mr Abhijeet Mukkawar | |
| 10:30am -11:00am | TEA BREAK |
| 11:00am -12:30pm | Parallel Session A Session Title: Machine Learning in Language Modelling Session Chair: Professor Komalpreet Kaur, Salem State University, USA |
| Classifying Scientific Peer Reviews: Distinguishing Authentic, Generic, and AI-Generated Feedback
Khalid Mahmood Malik | |
|
Discriminative Sequence Features for DNA-Binding Protein Detection Using ML and DL Techniques
NADEEM IQBAL, Islam Uddin and Syed Ahmad Chan Bukhari | |
| DataTransformer: Software Develpment for Named Entity Normalization Using Deep Learning: “EWUNN-NEN”
Ramiro Chavez, David Torres and Cesar Salas | |
| Forecasting UFO Sightings with Deep Learning and Natural Language Generation
Lucas Costa and Komalpreet Kaur | |
| Traditional RAG vs. Agentic RAG: A Comparative Study of Retrieval-Augmented Systems
FNU NEHA and Deepshikha Bhati | |
| Parallel Session B Session Title: Data Science and Big Data Session Chair: Dr Rezaul Bashar, GCSTMR, Australia and Khulan Khalzaa, Tokushima University, Japan |
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| Soccer Team Valuation Using Random Forest Regression
Denilson Zetino, Yalong Wu and Pu Tian | |
| Towards Fair User Modeling with Survey Guided Learning
Aman Shukla, Daniel Scantlebury and Rishabh Kumar | |
| Identifying Proposers' Behavioral Patterns in Human-AI Economic Interactions
Debanjan Borthakur, Hamdaan Ahmad and Jason Plaks | |
| Causal Inference with Uncertainty Quantification for Counterfactual Analysis of Injury Severity in Multi-Vehicle Collisions
Philip Balyagati, Abdul Ngereza, Emmanuel Kidando, Ntemi Masanja and Caroline Bikuba | |
| 12:30pm -1:15pm | LUNCH BREAK |
| 1:15pm -2:00pm | Plenary Speech Optimal transport for clustering and graphical neural networks in biology and medicine Professor Roummel Marcia, University of California, Marced, USA |
| 2:00pm -3:30pm | Parallel Session A Session Title: Data Classification and Regression Session Chair: Professor Haiyan Qiao, California State University, San Bernardino, USA |
| Interpretable Machine Learning for Wine Quality Prediction
Behnaz Moradijamei and Claire Jones | |
| Predicting Music Origin with Deep Learning
Fruzsina Ladanyi and Haiyan Qiao | |
| Investigation of Injection Molding process Parameters in Polymethyl Methacrylate (PMMA) Injection Molding Production: A Simulation and Machine Learning-Based Regression Analysis Approach.
Sonia Pol, Bhushan Tryambak Patil and AMIT J Lopes | |
| Sliding Window based Physical Activity Classification using Smart Wearable Data
Neha Ananthavaram, Xunfei Jiang and Nhut Ho | |
| Morphological Characteristics of Galaxies in Studying Galaxy Evolution via Optimising Classification
Sujith Thillayampalam | |
| Parallel Session B Session Title: Application of Machine learning and Artificial intelligence in transportation Systems and Safety II ++ Engineering Application 2 Session Chair: Professor Deo Chimba, Tennessee State University, USA |
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| Machine Learning-Driven Feasibility Prediction in Manufacturing Design Using Scalar and 3D Geometric Features
Md Mohsin Uddin Fahim and Amit J Lopes | |
| Hybrid Vision–Inertial Fusion for End-to-End UAV Control in Simulation
Chen, Wenhui | |
| Transfer Learning-based Culvert Silting Condition Classification
Hemanth Madduri, Jun Zheng, Claudia Wilson and Isabel Morris, Wesley Cook | |
| Leveraging Game Theory for Intelligent and Adaptive Traffic Signal System
Tumaini Sakaza | |
| Time Optimization for Traffic Signal Control Using Genetic Algorithm with Machine Learning Enhancement
Jeannine Mbabazi, Jeannine Mbabazi, Deo Chimba, Erickson Senkondo and Afia Yeboah | |
| PaveSync: A Unified and Comprehensive Dataset for Pavement Distress Analysis and Classification
Anthony Dontoh and Armstrong Aboah | |
| Virtual Presentation Session 1 - 2:00pm to 5:00pm Session Title: FMLDS ZoomID: 849 7071 5078 Passcode: 170012 Zoom Link: https://us06web.zoom.us/j/84970715078?pwd=nZTkWVdoOaMdhUY6WC5Ivx36X2ISRU.1 Session Chair: Professor Jocelynn Cu, De La Salle University, Philippines |
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| Player Intention Prediction in Soccer/Football Using Multimodal Fusion of Visual and Pose Data
Mohammad Mehedi Hassan | |
| Deep Learning for Taxol Exposure Analysis: A New Cell Image Dataset and Attention-Based Baseline Model
Sean Fletcher, Gabby Scott, Douglas Currie, Xin Zhang, Yuqi Song and Bruce MacLeod | |
| From Naive to Advanced: Enhancing Question Answering with Retrieval-Augmented Generation
Junaid Syed | |
| Ease and Equity of Point of Interest Accessibility via Public Transit in the U.S Junaid Syed | |
| X-TinyBERT: An Explainable and Lightweight BERT Framework for Intrusion Detection in IoT
Shahid Latif, Qurat-Ul-Ain Mastoi, Djamel Djenouri, Mohammed S. Alshehri and Jawad Ahmad | |
| Towards Trustworthy Flight State Identification Using Explainable Supervised Learning
Iqbal Anam, Wild Graham and Iqbal Kanwal | |
| Machine Learning-Based Load Forecasting for Vehicle-to-Grid Scheduling: A Case Study on the Italian Power System
Zahid Ullah, Michele De Santis and Luigi Rubino | |
| Entropy based Intuitionistic Fuzzy Weighted Least Square Twin Support Vector Machine
Q.M. Danish Lohani, Niher Ranjan Das and NaumanAnsary | |
| Emotion Recognition in Children Using Lightweight Deep Learning Model for Mobile Applications
Hafiz Arslan Ramzan | |
| Novel Intuitionistic Fuzzy Hierarchical Clustering Technique Emphasizing the Fuzzy Variant
Q.M. Danish Lohani, Niher Ranjan Das and Nauman Ansary | |
| Machine Learning-Based Early Detection of Autism Spectrum Disorder in Children: A Predictive Analytical Approach
Hafiz Arslan Ramzan | |
| ALTARN: A Tabular Residual Neural Network for Alzheimer's Disease Classification and Prediction
Keshav Balakrishna, Aditya Baisakh, Vivan Kanna, Moemal Al-Wishah and Aaron Lee | |
| AutoCompactionAI: A Reinforcement Learning Framework for Adaptive File Compaction in Serverless Data Lakes
Vivek Venkatesan | |
| Evaluating the Impact of Input Format on LLM Performance: JSON vs. YAML vs. Text
Aditya Narvekar and Trisha Mukherjee | |
| PEAF: Payload Entropy Analysis Framework for Cybersecurity Classifier Robustness Evaluation
Md Mehedi Hasan, Rafiqul Islam, Quazi Mamun, Md Zahidul Islam and Junbin Gao | |
| Design Optimization of Analog and Digital Circuits using Artificial Intelligence
Hafiz Arslan Ramzan | |
| LARFS: Lightweight Feature Selection Framework for Enhanced Robustness and Efficiency in Cybersecurity Systems
Md Mehedi Hasan, Rafiqul Islam, Quazi Mamun, Md Zahidul Islam and Junbin Gao | |
| Virtual Presentation Session 1A - 2:00pm to 5:00pm Session Title: FMLDS ZoomID: 850 4720 993 Passcode: 403524 Zoom Link: https://us06web.zoom.us/j/85047209938?pwd=J9D8TWz1b6MGkjHw1aKJ8h5D8LLcyr.1 Session Chair: Professor Radhakrishnan Nagaratnam, Anna University, India |
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| IMPLEMENTATION OF DEEP REINFORCEMENT LEARNING BASED AUTONOMOUS DRIVING AGENTS
Radhakrishnan Nagaratnam, Rathnakannan K and Aashique K S M | |
| Context Dropout: A Novel Method to Reduce Contextual Reliance in Object Detection
Lynn Vonderhaar, Timothy Elvira, Tyler Procko, Alexandra Davidoff and Omar Ochoa | |
| N-DoF Teleoperational System for 4-DoF Industrial SCARA Robot Control Using Modular CAN Bus-Based Architecture
Sardar Ali | |
| Weather Driven Machine Learning Decision Support for Rice Cultivation Suitability in Bangladesh
Jubaer Rahman, Md. Shahjada Sajid, Feroza Naznin, Md. Julfikar Ali, Md Alamgir Hossain and Md. Zahidul Islam | |
| A Hybrid Vision Transformer and Feature-Based Model for Mitotic Figure Classification in Glioma
Essam Rashed | |
| An Intelligent Video Surveillance System with Temporal-Enhanced YOLOv8 for Real-Time Fire, Accident, and License Plate Detection in Public Safety Monitoring
Md Zahidul Islam, Md Rashed, Md Imran Hossain and Feroza Naznin | |
| Prediction of Hurricane Helene Using Aurora Machine Learning Model
Kristen Lou | |
| 3:30pm -3:45pm | AFTERNOON TEA BREAK |
| 3:45pm -5:30pm | Parallel Session A Session Title: Advances in Health AI and Bio informatics Session Chair: Professor Syed Ahmed Chan Bhukari, St. John’s University, USA and Professor Rafat Khan Farhan, Air University, Pakistan |
| VerseAge: A phenotypic age predictor based on a shallow random network architecture
Brandon Warner, Elliot Farmer Garcia, Edward Ratner, Christopher Douglas, Anirban Datta and Amaury Lendasse | |
| Classifying Obstructive Sleep Apnea from 3D Facial Images Using Automated Landmark Detection and Geodesic Distances
Mehraan Chowdhury and Syed Mohammed Shamsul Islam | |
| Advanced Machine Learning with Feature Aggregation based Detection and Classification of Cardiac Arrhythmia on Electrocardiograms
Majed Balkheer, Ashis Kumer Biswas, Reda Salama and Mahmoud Ragab | |
| Toward Smarter Air Quality Forecasting: An Advanced Modeling Approach to PM2.5 Estimation Using GEOS-CF and Machine Learning
Long Bui | |
| A Significance Measure for Node Splits in C4.5
Shawn Wang | |
| Event-based Human Action Recognition: Rehabilitation Monitoring Dataset and Models
Maisha Hafiz, Sahil Hassan, Serhan Gener, Joshua Mack and Ali Akoglu | |
| Parallel Session B Session Title: Cyber Security II and Others Session Chair: Brandon Warner, Verseon International Corp, USA |
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| A New Stacking Ensemble Learning Method for Semi-supervised Anomaly Detection in Water SCADA Systems
Christopher Montoya, Trevor Smith, Ivan Hinojos, Monju Tanakajima, Patrick Duane and Jun Zheng | |
| Minimizing Toponym Ambiguity in Geocoding Tweets by Predicting Common Ground
Sunshin Lee, Mohamed Farag, Yingyuan Yang and Goutham Alavalapati | |
| TigerGPT: A Theory-Driven AI Chatbot for Adaptive Campus Climate Surveys
Jinwen Tang, Songxi Chen and Yi Shang | |
| Attacking LLMs and AI Agents: Advertisement Embedding Attacks Against Large Language Models
Qiming Guo and Hrithvi Salian | |
| Ayurvedic-guided Natural Product Discovery as Potential Inhibitors of HIV-1 Proteins
Muhammad Alqaaf, Ahmad Kamal Nasution, Elvian Indah Nilamsari Retno Supriyanti, Naoaki Ono and Md. Altaf-Ul-Amin | |
| A novel graph neural network approach for predicting drug-target interactions
Brandon Warner, Avi Ruthen, Edward Ratner, Elliot Farmer Garcia and Christopher Douglas | |
| Evaluating Lightweight Vision Transformers for Chest Disease Detection in Low-Resource Clinical Settings
Mridul Banik and Ismail Hossain | |
| Bridging Visual and Linguistic Intelligence for Chest X-rays: A Comprehensive Review of ViTs and LLM Synergies
Mridul Banik and Ismail Hossain | |
| 5:30pm -5:45pm | END DAY SESSION |