GitHub

Code and data for interpretable ML analysis of steam-coated A6061 pitting resistance

This repository contains Python scripts used for the machine learning analysis and uncertainty quantification in the associated corrosion study. full_analysis_pipeline.py Nested cross-validation of ...
IEEE

Chroma Features Based Music Genre Classification Using Machine and Deep Learning Algorithms

Abstract: This study investigates the efficacy of various machine learning and deep learning models for automated music genre classification. Utilizing the GTZAN dataset, a comprehensive collection of ...
Scientific Research Publishing

Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ()

Accurate land use/land cover (LULC) classification remains a persistent challenge in rapidly urbanising regions especially, in the Global South, where cloud cover, seasonal variability, and limited ...
IEEE

SHAP-LM: Optimized Music Genre Classification via SHAP-Guided Feature Selection and Lightweight Modeling

Abstract: Music genre classification (MGC) is a fundamental task in music information retrieval, yet existing approaches often suffer from high computational cost, limited generalization, and lack of ...
Microsoft

Developer-targeting campaign using malicious Next.js repositories

Microsoft Defender Experts identified a coordinated developer-targeting campaign delivered through malicious repositories disguised as legitimate Next.js projects and technical assessment materials.