IEEE

Software Defect Prediction using Multi-Layer Perceptron based Support Vector Machine Classifier

Abstract: In recent days, Software Defect Prediction (SDP) systems are evolving gradually as they improve software reliability and quality by ascertaining the defects in software. However, the testers ...
Scientific Research Publishing

Cybersecurity and Forensic Audio Analysis: Deepfake Detection Based on Mfcc, Audio-Text Disconsistency, and Prosodic Features ()

1 Department of Computer and Instructional Technologies Education, Gazi Faculty of Education, Gazi University, Ankara, Türkiye. 2 Department of Forensic Informatics, Institute of Informatics, Gazi ...
Open Heart

Enhanced cardiovascular disease risk prediction using integrated machine learning models: a study from the UK Biobank cohort

Objective Cardiovascular diseases (CVD) remain the leading cause of mortality globally, necessitating early risk identification to improve prevention and management strategies. Traditional risk ...
IEEE

Federated Learning for Early Heart Disease Prediction using Multilayer Perceptron Models

Abstract: Heart disease continues to be a leading global health concern, and early detection is critical to improving patient outcomes. While machine learning models have shown promise in predicting ...
GitHub

Hand-Drawn Shape Classifier

This project aims to detect and classify 16x16 pixel drawings into 10 categories (Sun, Moon, Tree, etc.) using linear and probabilistic models. The main focus was not just to use high-level libraries, ...