A feature-based machine-learning framework with train–test leakage-controlled preprocessing to evaluate relative NH3 classification consistency across three datasets over China, finding that CAMS GEI provided the broadest spatial–temporal coverage, while MEIC showed comparatively stable classifier behavior.
A. Moshayedi, Babar Hussain Shah, Amir Sohail Khan et al.· Automation· 0 citations
How ML assisted strategies enhance analytical performance, including limit of detection, selectivity, dynamic range, stability, and response time, in electrochemical, optical, surface plasmon resonance, surface-enhanced Raman spectroscopy, fluorescence, piezoelectric, and field-effect transistor-based biosensors is exa...
D. Bassir, M. Awais, A. Moshayedi· MATEC Web of Conferences· 0 citations
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