Publications

Publications

Explore our experts collection of publications showcasing groundbreaking research and innovation in Artificial Intelligence and other Computer Science Domains.

Journal Publications

A Secure Bank Loan Prediction System by Bridging Differential Privacy and Explainable Machine Learning

DOI:10.3390/electronics14081691

An Ensemble Approach for Artificial Neural Network-Based Liver Disease Identification from Optimal Features Through Hybrid Modeling Integrated with Advanced Explainable AI

DOI:10.47852/bonviewMEDIN52024744

Explainability enhanced liver disease diagnosis technique using tree selection and stacking ensemble-based random forest model

DOI:10.1016/j.infoh.2025.01.001

Blood pressure abnormality detection and Interpretation utilizing Explainable Artificial Intelligence

DOI:10.1016/j.imed.2024.09.005

Automated Detection of Harmful Insects in Agriculture: A Smart Framework Leveraging IoT, Machine Learning, and Blockchain

DOI:10.1109/TAI.2024.3394799

Dual-Core Silver-Coated Plasmonic Sensor Modelling with Machine Learning

DOI:10.1016/j.heliyon.2024.e38175

Concrete Crack Detection and Segregation: A Feature Fusion, Crack Isolation, and Explainable AI-Based Approach

DOI:10.3390/jimaging10090215

A Prevalent Model-based on Machine Learning for Identifying DRDoS Attacks through Features Optimization Technique

DOI:10.19139/soic-2310-5070-2042

Efficient Prediction of Optical Properties in Hexagonal PCF Using Machine Learning Models

DOI:10.1016/j.ijleo.2024.171929

COVID-19 detection from chest CT images using optimized deep features and ensemble classification

DOI:10.1016/j.sasc.2024.200077

FP-CNN: Fuzzy pooling-based convolutional neural network for lung ultrasound image classification with explainable AI

DOI:10.1016/j.compbiomed.2023.107407

IoT-Based Medical Image Monitoring System Using HL7 in a Hospital Database

DOI:10.3390/healthcare11010139

Particle Swarm Optimized Fuzzy CNN With Quantitative Feature Fusion for Ultrasound Image Quality Identification

DOI:10.1109/JTEHM.2022.3197923

Analysis of the performance of feature optimization techniques for the diagnosis of machine learning-based chronic kidney disease

DOI:10.1016/j.mlwa.2022.100330

IoT and Blockchain-Based Mask Surveillance System for COVID-19 Prevention Using Deep Learning

DOI:10.32604/cmc.2022.025025

A combined approach of non-subsampled contourlet transform and convolutional neural network to detect gastrointestinal polyp

DOI:10.1007/s11042-022-12250-2

IoT enabled mushroom farm automation with Machine Learning to classify toxic mushrooms in Bangladesh

DOI:10.1016/j.jafr.2021.100267

Automatic malaria disease detection from blood cell images using the variational quantum circuit

DOI:10.1016/j.imu.2021.100743

Conference Publications

Brain Stroke Prediction using Explainable Machine Learning and Time Series Feature Engineering

DOI:10.1109/ICICT64387.2024.10839683

Early-Stage Diabetes Risk Prediction Utilizing Machine Learning with Explainable AI from Polynomial and Binning Feature Generation

DOI:10.1109/ICICT64387.2024.10839710

Newborn Weight Prediction And Interpretation Utilizing Explainable Machine Learning

DOI:10.1109/ICAEEE62219.2024.10561798

Analyzing the effect of feature mapping techniques along with the circuit depth in quantum supervised learning by utilizing quantum support vector machine

DOI:10.1109/ICCIT54785.2021.9689853

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