Chromatography Online

Portable Electronic Nose with Machine Learning Enhances VOC Detection in Forensic Science

A recent joint study between Linköping University and the Department of Forensic Genetics and Forensic Toxicology of the ...
IEEE

Classification Task-Driven Hyperspectral Band Selection via Interpretability From XGBoost

Abstract: Band selection (BS) identifies key bands from hyperspectral imagery (HSI) for specific downstream tasks, playing a pivotal role in practical applications. eXtreme Gradient Boosting (XGBoost) ...
IEEE

Adaptive SimSiam Self-Supervised Networks with Hybrid PIO for Hyperspectral Image Classification

Abstract: Hyperspectral imaging (HSI) provides rich spectral information across hundreds of bands, offering significant potential for fine-grained classification in remote sensing. However, the high ...