2025
Accurate Diagnosis of Respiratory Viruses Using an Explainable Machine Learning with Mid-Infrared Biomolecular Fingerprinting of Nasopharyngeal Secretions.
CoRR, April, 2025

2024
On-Site Precise Screening of SARS-CoV-2 Systems Using a Channel-Wise Attention-Based PLS-1D-CNN Model with Limited Infrared Signatures.
CoRR, 2024

Unsupervised Attention-Based Multi-Source Domain Adaptation Framework for Drift Compensation in Electronic Nose Systems.
CoRR, 2024

Signal Analysis and Detection of COVID-19 Infection with ATR-FTIR Spectroscopy.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2022
A Review of Machine Learning for Near-Infrared Spectroscopy.
Sensors, 2022

2021
NOx Measurements in Vehicle Exhaust Using Advanced Deep ELM Networks.
IEEE Trans. Instrum. Meas., 2021

2019
Quantitative Analysis of Gas Phase IR Spectra Based on Extreme Learning Machine Regression Model.
Sensors, 2019