Please visit the presentation instructions at https://www.fmlds.org/presentation-instructions.php
Session | Room | Zoom Details |
Keynote Speech /Parallel Session 1 (Thursday 21 Nov, 2024) | KW-K.1.04(Lecture Theatre) | Zoom Link:Zoom Link 1 Meeting ID: 851 3412 5430 Password: 305012 |
Parallel Session 2 (Thursday 21 Nov, 2024) | KW-K.G.15(CLS) | Zoom Link: Zoom Link 2 Meeting ID: 819 8423 2266 Password: 518511 |
Parallel Session 3 (Thursday 21 Nov, 2024) | KW-K.G.20(CLS) | Zoom Link: Zoom Link 3 Meeting ID: 851 6630 9472 Password: 727860 |
Parallel Session 4 (Thursday 21 Nov, 2024) | KW-K.G.21(CLS) | Zoom Link: Zoom Link 4 Meeting ID: 875 8077 8783 Password: 062316 |
Keynote Speech /Parallel Session 1 (Friday 22 Nov, 2024) | KW-K.1.04(Lecture Theatre) | Zoom Link:Zoom Link 1 Meeting ID: 827 5804 4797 Password: 890492 |
Parallel Session 2 (Friday 22 Nov, 2024) | KW-K.G.15(CLS) | Zoom Link: Zoom Link 2 Meeting ID: 854 6200 1485 Password: 004298 |
Parallel Session 3 (Friday 22 Nov, 2024) | KW-K.G.20(CLS) | Zoom Link: Zoom Link 3 Meeting ID: 827 5352 4135 Password: 530093 |
Parallel Session 4 (Friday 22 Nov, 2024) | KW-K.G.21(CLS) | Zoom Link: Zoom Link 4 Meeting ID: 884 6062 0546 Password: 624219 |
Time | Day 01 - Wednesday, 20 November 2024 |
5:30pm-7:30pm | Registration, Refreshment and Networking |
Time | Day 02 - Thursday, 21 November 2024 |
8:00am 9:00am | Registration |
9:00am - 9:10am | Conference Opening |
9:10am - 11:00am | Plenary Session 01 - Professor Elizabeth Taylor, Western Sydney University, Australia - Professor Liyin Shen, Qiantang Distinguished Professor, Hangzhou City University, China |
10:30am - 11:00am | Morning Tea |
11:00am - 11:30am | Plenary Session 02 Session Chair: Associate Professor Rafiqul Islam, Charles Stuart University, Australia Plenary Speech: Professor Adel Ali Al Jumaily, Melbourne Institute to Technology, Australia |
11:30am - 12:30pm | Technical Session |
12:30pm – 1:30pm | Lunch |
1:30pm -1:55pm | Session Chair: Dr Syed Shams Islam, Edith Cowan University, Australia Key Speech: Professor Shui Yu Title: Mathematical Artificial Intelligence and Applications |
1:55pm – 2:55pm | Technical Session Parallel Session 1 | Parallel Session 2 | Parallel Session 3 | Parallel Session 4 |
2:55pm – 3:25pm | Afternoon Tea Break |
3:25pm -3:50pm | Professor Deo Chimba, Tennessee State University, USA Keynote Speech: Professor Mohammed Bennamoun, The University of Western Australia Title: The Third Dimension: Robot Perception for Real-World Application |
3:50pm-5:00pm | Technical Session Parallel Session 1 | Parallel Session 2 | Parallel Session 3 | Parallel Session 4 |
6:30pm-10:00pm | Conference Dinner (Dinner Card Holder Only) + Award Ceremony |
Time | Day 03 - Friday, 22 November 2024 |
8:30am 9:00am | Registration |
9:00am - 9:25am | Session Chair: TBA Keynote Speech: Professor Sanjay Jha Title: AI for Cybersecurity: A Double-Edged Sword |
9:25am-10:10am | Technical Session Parallel Session 1 | Parallel Session 2 | Parallel Session 3 | Parallel Session 4 |
10:10am - 10:40am | Morning Tea Break |
10:40am -12:30pm | Technical Session Parallel Session 1 | Parallel Session 2 | Parallel Session 3 | Parallel Session 4 |
12:30pm - 1:30pm | Lunch | 1:30pm – 1:55pm | Session Chair: TBA Keynote Speech: Professor Tanveer Zia, Notre Dame University, Australia Title: Balancing innovation responsibility |
1:55pm – 3:45pm | Technical Session Parallel Session 1 | Parallel Session 2 | Parallel Session 3 | Parallel Session 4 |
3:45pm- 4:00pm | Closing Session |
Time | Day 04 - Saturday, 23 November 2024 |
9:00am - 5:00pm | Siteseeing and self guided tour |
Time | Day 01 - Wednesday, 20 November 2024 |
5:30pm-7:30pm | Registration, Refreshment and Networking (Room: KW-P.1.24, KW-P.1.28 & open space in building P ground level) - To access details about the conference venue, please visit Conference Venue |
Time | Day 02 - Thursday, 21 November 2024 |
8:00am 9:00am | Registration WSU Penrith Campus (Kingswood), Building Room: KW-P.1.28(CLS) Desk in charge: Ms Jenis Islam |
9:00am - 9:10am | Conference Opening Room No: Room KW-O.1.20, Penrith Campus (Kingswood) |
9:10am - 10:30am | Plenary Session 01 Room No: Room KW-O.1.20, Penrith Campus (Kingswood) - Professor Elizabeth Taylor AO, Deputy Chair, Sydney Accord, The International Engineering Alliance, and Former Chair, Washington Accord, Engineers Australia Accreditation Board - Professor Liyin Shen, Qiantang Distinguished Professor, Hangzhou City University, China |
10:30am - 11:00am | Morning Tea |
11:00am - 11:30am | Plenary Session 02 Room No: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 851 3412 5430 Password: 305012 Session Chair: Associate Professor Rafiqul Islam, Charles Stuart University, Australia Plenary Speech: Professor Adel Ali Al Jumaily, Melbourne Institute to Technology, Australia Title: Computational Intelligence in Healthcare Technology: Current Landscape, Challenges, and Future Directions |
11:30am - 12:30pm | Technical Session |
11:30am –11:45am | Remarks on a Quaternion-Valued Neural Network-Based Direct Controller for Discrete-Time Nonlinear Systems |
11:45am –12:00pm | Foundation Models in Medical Image Analysis: Overview and Prospects |
12:00pm -12:15pm | Data-Driven Machine Learning HAZMAT Incident Duration Prediction with Random Forest |
12:15pm -12:30pm | A Symbolic AI Framework for Enhanced Diabetes Prognosis Accuracy and Explainability |
12:30pm – 1:30pm | Lunch |
1:30pm -1:55pm |
Room No: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 851 3412 5430 Password: 305012 Session Chair: Dr Syed Shams Islam, Edith Cowan University, Australia Key Speech: Professor Shui Yu, University of Technology Sydney, Australia Title: Mathematical Artificial Intelligence and Applications |
1:55pm – 2:55pm | Technical Session Parallel Session 1 Room No: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 851 3412 5430 Password: 305012 |
1:55pm - Application of Machine Learning Algorithms for Predicting Employee Attrition |
|
2:10pm – Ensemble Stacking for Enhancing an LSTM and ARIMABased Hybrid Model for Time Series |
|
2:25pm -Intrusion Classifier Architecture Generation with Zero Prior Knowledge employing Generative Adversarial |
|
2:40pm - Enhancing Adaptive Traffic Control Systems with Deep Reinforcement Learning and Graph Models |
|
Parallel Session 2 Room No: KW-K.G.15(CLS) Zoom Link: Zoom Link 2 Meeting ID: 819 8423 2266 Password: 518511 Session Chair: Professor Essam Rashed, University of Hyogo, Japan |
|
1:55pm - SliceInsightNet: Advanced Hybrid Image Segmentation for Spine Annotation in MRI |
|
2:10pm - Early Screening of Breast Cancer Using Machine Learning Algorithms: A Comparative Study |
|
2:25pm -Neural Network-Based Analysis of Mammography Images for Identifying Breast Cancer Histological Subtypes |
|
2:40pm - Few-Shot Learning Approach on Tuberculosis Classification Based on Chest X-Ray Images |
|
Parallel Session 3 Room No: KW-K.G.20(CLS) Zoom Link: Zoom Link 3 Meeting ID: 851 6630 9472 Password: 727860 Session Chair: Professor Syed Ahmad Chan Bukhari, St. John's University, USA |
|
1:55pm - AI Technologies in Reducing Hospital Readmission for Chronic Diseases: A Recommended Framework | |
2:10pm - Semantic Plagiarism Detection of Figures in Scholarly Documents: A Conceptual Framework | |
2:25pm --Enriching Active Inference with Diffusion Models for Free Energy Computation | |
2:40pm -Trade or no trade: A link prediction approach for crude oil exporting countries | |
Parallel Session 4 Room No: KW-K.G.21(CLS) Zoom Link: Zoom Link 4 Meeting ID: 875 8077 8783 Password: 062316 Session Chair: Associate Professor Komalpreet Kaur, Salem State University, USA | |
1:55pm - Impact of P300 Speller Training on Focus and Attention: An EEG Topography Analysis | |
2:10pm - Correctness Comparison of Open-weight and Proprietary LLMs for Spatial Tasks | |
2:25pm - Promoting a Three-Dimensional Warranty Policy using Social Media data Analytics to Optimise Warranty Costs (Product-Service Approach) | |
2:40pm - Mitigating Cybersecurity Risk of Threat Actors Through Dark Web Browser Fingerprinting | |
2:55pm – 3:25pm | Afternoon Tea Break |
3:25pm -3:50pm | Room No: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 851 3412 5430 Password: 305012 Keynote Speech: Professor Mohammed Bennamoun, The University of Western Australia Title: The Third Dimension: Robot Perception for Real-World Application Sesssion Chair: Professor Deo Chimba, Tennessee State University, USA |
3:50pm-5:00pm | Technical Session Parallel Session 1 | Parallel Session 2 | Parallel Session 3 | Parallel Session 4 |
Parallel Session 1 Room No: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 851 3412 5430 Password: 305012 | |
3:50pm - AI-Driven Weight Control System for Optimizing Feed Speed in Cutting Machines | |
4:05pm - Bioacoustic Data Augmentation Techniques for Data-Driven Apiculture | |
4:20pm - Optimizing Real-Time Data Processing in Resource-Constrained Environments: A Spark and GPU-Driven Workflow for Large Language Models | |
4:35pm - Privacy-Preserving Federated Incremental Learning for Spatial Crowdsourcing: A Survey of Challenges and Methods | |
4:50pm - GN2DI: A Scalable Graph Neural Network Framework for Spatial Missing Data Imputation in Sensor Networks | |
Parallel Session 2 Room No: KW-K.G.15(CLS) Zoom Link: Zoom Link 2 Meeting ID: 819 8423 2266 Password: 518511 Sesssion Chair: Dr Mohamed Mabrok, Qatar University, Qatar | |
3:50pm - On the Challenges and Perspectives of Stroke Segmentation using AI | |
4:05pm - Enhancing Carcass Yield Prediction in Angus Cattle Feedlots: A Comparative Analysis of Machine Learning Models | |
4:20pm - Movie Recommendation System Based on Facial Emotion Recognition | |
4:35pm - Development of UWB NLOS model aided by IMU in Indoor Positioning Systems | |
4:50pm - Probabilistic Guarantees for Abductive Inference | |
Parallel Session 3 Room No: KW-K.G.20(CLS) Zoom Link: Zoom Link 3 Meeting ID: 851 6630 9472 Password: 727860 Session Chair: Dr Farhad Ahamed, Western Sydney University, Australia | |
3:50pm - A Survey on Stochastic Modeling and Advanced Machine Learning Techniques for Optimizing Internet of Medical Things (IoMT) Systems | |
4:05pm -IoT Based Drainage Cleaning System and Hydroelectricity Generation: A Case Study for Chattogram Metropolitan Area | |
4:20pm - Quantum Communication-AI Interface for Real-Time Translation and Secure Transmission in Multilingual IoT Networks | |
4:35pm - Generating Scalable and Labelled IoT Intrusion Dataset using Leaky GANs | |
4:50pm - BDAPS: Blockchain Decentralized Approach for Privacy-Preserving and Security in IoT Framework. | |
5:15pm - GN2DI: A Scalable Graph Neural Network Framework for Spatial Missing Data Imputation in Sensor Networks | |
Parallel Session 4 Room No: KW-K.G.21(CLS) Zoom Link: Zoom Link 4 Meeting ID: 875 8077 8783 Password: 062316 Sesssion Chair: Dr Golam Rashed, University of Rajshahi, Bangladesh | |
3:50pm - Assessing the Impact of Secondary Tasks on Heart Rate Variability and Mental Workload in Driving | |
4:05pm - Real-time Detection of Diverse Bangladeshi Traffic Signs Using YOLOv8 | |
4:20pm - XAI based Cattle Identification with YOLO and SIFT Technique | |
4:35pm - An Ensemble of Machine Learning Algorithms for Detecting Fake News | |
4:50pm - Enhancing Sign Language Interpretation with Multi- headed CNN,Hand Landmarks and Large Language Model(LLM) | |
6:30pm-10:00pm | Conference Dinner (Dinner Card Holder Only) + Award Ceremony |
Time | Day 03 - Friday, 22 November 2024 |
8:30am - 9:00am | Registration |
9:00am - 9:25am |
Room: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 827 5804 4797 Password: 890492 Keynote Speech: Professor Sanjay Jha , University of New South Wales, Australia Title: Title: AI for Cybersecurity: A Double-Edged Sword Sesssion Chair: Dr Quazi Mamun, Charles Stuart University, Australia |
9:25am - 9:40am | A comparative study on permissioned based blockchain implementation on healthcare data: from Security and Privacy perspective |
9:40am - 9:55am | DoS Attack Detection enhancement in Autonomous Vehicle Systems with Explainable AI |
9:55am - 10:10am | Enhanced Feature Selection for Superior Ensemble DDoS Detection in Software-Defined Networks |
10:10am - 10:40am | Morning Tea Break |
10:40am -12:30pm | Technical Session Parallel Session 1 |
Parallel Session 1 Room: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 827 5804 4797 Password: 890492 Sesssion Chair: Professor Haiyan Qiao, California State University San Bernardino, USA | |
10:40am - General Population Projection Models with Census Data | |
10:55am - Improving LogP Prediction of Chemical Compounds for Drug Development by a Novel Graph CNN Design | |
11:10am - Efficient Website Classification: Using Small-Scale Machine Learning Models for a Broad Range of Categories | |
11:25am - Unified Embedding Based Personalized Retrieval in Etsy Search | |
11:40am - Enhanced Stratified Sampling: A Method for Privacy Preserving Big Data Publishing | |
11:55am - Developing a novel 3D Graphormer++ model for screening and predicting potential oxide electrocatalysts with greater accuracy and computational efficiency | |
12:10pm - Automated Financial Report Detection, Classification and Structure Recognition Using YOLO and SLANet | |
12:25pm - Advancing Predictive Maintenance Research Trends: Using Artificial Intelligence for Enhanced Industrial Reliability | |
Parallel Session 2 Room No: KW-K.G.15(CLS) Zoom Link: Zoom Link 2 Meeting ID: 854 6200 1485 Password: 004298 Sesssion Chair: TBA | |
10:40am - Predicting College Admission Results with Machine Learning on Unstructured Online Data | |
10:55am - Rethinking MedSAM: Performance Discrepancies in Clinical Applications | |
11:10am - Deep Learning for Early Lung Cancer Detection from CT Scans: A Data Science Bowl Approach | |
11:25am - Promoting Equity: Assessing Algorithmic Fairness in Machine Learning Approaches for Predicting Alzheimer's Disease | |
11:40am - Comparing Machine Learning Techniques for Breast Cancer Prediction: A Comprehensive Study | |
11:55am - Efficient Brain Tumor Classification with Lightweight CNN Architecture: A Novel Approach | |
12:10pm - Image Separation Using Transformer Attention Models | |
Parallel Session 3 Room No: KW-K.G.20(CLS) Zoom Link: Zoom Link 3 Meeting ID: 827 5352 4135 Password: 530093 Sesssion Chair: TBA | |
10:40am - Clustering based Flood Area Segmentation Benchmarking in Different Colour Spaces | |
10:55am - Leveraging Time Sequence Deep Learning Models: Impact of Hidden Layers on AI Model Performance in Credit Scoring | |
11:10am - Atmospheric Temperature Prediction Using SVR Models | |
11:25am - Quantum Communication-AI Interface for Real-Time Translation and Secure Transmission in Multilingual IoT Networks | |
11:40am - Consensus Control of Micro Multi-agent Reinforcement Learning Systems for Tumor Treatment | |
11:55am - Can GPT Price Options? | |
12:10pm - Advanced Deep Learning Models for Groundwater Contaminant Dynamics at the Savannah River Site | |
Parallel Session 4 Room No: KW-K.G.21(CLS) Zoom Link: Zoom Link 4 Meeting ID: 884 6062 0546 Password: 624219 Sesssion Chair: Dr Raghuram Bharadwaj, Indian Institute of Technology Bangalore, India | |
10:40am - Learning Hyper-Parameters of Image Transformations for Time Series Classification | |
10:55am - Early Detection and Severity Classification of Diabetic Retinopathy Through Image Processing and Deep Learning | |
11:10am - Magnification Independent Multi-Classification of Breast Cancer in Histopathology Images Using Deep Learning | |
11:25am - A Comparative Study of Deep Learning Models for Image Super-Resolution Across Various Magnification Levels | |
11:40am - GAN-SLAM: Dynamic Visual SLAM Powered by GANs | |
11:55am - Addressing Modality Mismatch in Real Estate Recommendation using Image Captioning | |
12:10pm - 3D Object Detection Based on Spatially Adaptive Sparse Convolution | |
12:30pm - 1:30pm | Lunch | 1:30pm – 1:55pm |
Room: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 827 5804 4797 Password: 890492 Keynote Speech: Professor Tanveer Zia , Notre Dame University, Australia Title: Balancing innovation responsibility Sesssion Chair: TBA |
1:55pm – 3:45pm | Technical Session Parallel Session 1 | Parallel Session 2 | Parallel Session 3 | Parallel Session 4 |
Parallel Session 1 Room: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 827 5804 4797 Password: 890492 Sesssion Chair: TBA | |
1:55pm -General algorithm of assigning raster features to vector maps at any resolution, size or scale | |
2:10pm - FMLDS54 NTCP Modeling for The Soviet Union Luna Program With Innovative Modifications | |
2:25pm - Comparative Analysis of Genetic Algorithm, Ant Colony Optimisation and Particle Swarm Optimisation on the Travelling Salesman Problem and the 0/1 Knapsack Problem | |
2:40pm - Retinal Arteries and Veins Semantic Segmentation Using Modified U-Net Architecture | |
2:55pm - An Empirical Study on Enhancing Explainability through Quantum Machine Learning for Credit Risk Analysis | |
3:10pm - XAI based Cattle Identification with YOLO and SIFT Technique | |
Parallel Session 2 Room No: KW-K.G.15(CLS) Zoom Link: Zoom Link 2 Meeting ID: 854 6200 1485 Password: 004298 Sesssion Chair: TBA | |
1:55pm - GenAI Empowered Script to Storyboard Generator | |
2:10pm - Comprehensive Analysis of Structural Defects in Various Structures Using TLS Data and Machine Learning | |
2:25pm - Multivariate Analysis of Urban Air Pollution: Clustering and Patterns Across Major Asian Cities | |
2:40pm - Detection of Black Holes from Stellar Datasets Using Machine Learning | |
2:55pm - Personalised Diet Recommendation System using Bandits | |
3:10pm - Clustering Optimization via Centroid Neural Network Ensemble | |
Parallel Session 3 Room No: KW-K.G.20(CLS) Zoom Link: Zoom Link 3 Meeting ID: 827 5352 4135 Password: 530093 Sesssion Chair: Professor Norshuhani Zamin, De La Salle University, Philippines | |
1:55pm - Leveraging Sentiment Analysis and Emotion Detection
for Mental Health insights | |
2:10pm - Facial Emotion Detection Using CNN: Comparative
Analysis with VGG16 and InceptionV3 Models and Application in EmotionBased Music Recommendation | |
2:25pm - Differential Diagnosis of Prostate Volume Images by
Transfer Learning | |
2:40pm - Multi-Crop Multi-Disease Classifier Using Hybrid Model | |
2:55pm - SentiMetry: A Development of Emotional Wellness
Web Application Using AI-Driven Sentiment Analysis | |
3:10pm - Image Retrieval with Hard Negative Centers and
Quadruplet Center Loss in Deep Hashing | |
Parallel Session 4 Room No: KW-K.G.21(CLS) Zoom Link: Zoom Link 4 Meeting ID: 884 6062 0546 Password: 624219 Sesssion Chair: TBA | |
1:55pm - Enhancing Sign Language Interpretation with Multiheaded CNN,Hand Landmarks and Large Language Model(LLM) | |
2:10pm - An Evaluation of Standard Statistical Models and
LLMs on Time Series Forecasting | |
2:25pm - Defect Classification and Localization in Material
Extrusion with Multi-Modal Large Language Models | |
2:40pm - Distillation-based Model Compression Framework for
Swin Transformer | |
2:55pm - Deep Reinforcement Learning for Automated Stock
Trading using Different Reward Schemes | |
3:10pm - TTPMapper: Accurate Mapping of TTPs from
Unstructured CTI reports | |
3:25pm - Improved GoogLeNet-based Crack Detection in Concrete Structures | |
3:30pm- 4:00pm | Closing Session Room: KW-K.1.04(Lecture Theatre) Zoom Link:Zoom Link 1 Meeting ID: 827 5804 4797 Password: 890492 |
Time | Day 04 - Saturday, 23 November 2024 |
9:00am - 5:00pm | Siteseeing and self guided tour |