FMDB Transactions on Sustainable Computing Systems
2025 Vol.3 No.4

ISSN: 2994-7391


Editor: Rajkumar Rajasekaran

Pages Title and author(s)
215-232 MFETok-MLP Based Lesion Segmentation and Marine Predictor Based FRNN for Classifying the Dermoscopic Image V. Asha, K. Aravinda, M. Arunadevi Thirumalraj, S. Gopikha, Amarilys González García Keywords: Skin Cancer; Contrast Enhancement; Tokenised Multilayer Perceptron (Tok-MLP); Fast Recurrent Neural Network; Marine Predators' Optimisation Algorithm (MPOA); Convolutional neural networks (CNNs). DOI: 10.69888/FTSCS.2025.000524
233-241 X-RANSM: A Smote-Enhanced Stacking Ensemble Model for Credit-Card-Fraud Detection R. Sujeetha, V. Sahaya Sakila Keywords: Credit Card; Fraud Detection; Imbalanced Data Classification; Stacking Ensemble Learning; Artificial Neural Network; Synthetic Minority; Oversampling Technique; Deep Learning; Machine Learning. DOI: 10.69888/FTSCS.2025.000525
242-252 A Comprehensive Real-Time Traffic Monitoring and Visualization System with Automated Vehicle Analysis J. Angelin Jeba, S. Rubin Bose, R. Regin, P. Banupriya, Andino Maseleno Keywords: Vehicle Detection; Traffic Visualisation; Vehicle Counting; Real-Time Traffic Analysis; Surveillance Systems; Web Dashboard Analytics; Deep Convolution Neural Network. DOI: 10.69888/FTSCS.2025.000526
253-263 Next-Generation Code Transformation for Legacy .NET Systems with Generative AI Hema Latha Boddupally Keywords: Generative AI; Code Transformation; Legacy .NET Systems; Automated Software Engineering; Structured Framework; Modernisation Workflows; Cloud-Oriented; Testable Designs. DOI: 10.69888/FTSCS.2025.000527
264-277 End-to-End Machine Learning System for Accurate Melanoma Detection and Risk Assessment J. Angelin Jeba, S. Rubin Bose, R. Regin, A. Gladysmerlin, M. Rehena Sulthana Keywords: Skin Cancer; Deep Learning; Convolutional Neural Network (CNN); Transfer Learning; Medical Image Analysis; Dermoscopic Images; Melanocytic Lesions. DOI: 10.69888/FTSCS.2025.000528