Puneet Mishra

New data preprocessing trends based on ensemble of multiple preprocessing techniques

Puneet Mishra, Alessandra Biancolillo, Jean‐Michel Roger et al. · TrAC Trends in Analytical Chemistry · 2020 · 472 citations · Full text

Natural Sciences, Chemistry, Data Science +14

Deep learning for near-infrared spectral data modelling: Hypes and benefits

Puneet Mishra, Dário Passos, Federico Marini et al. · TrAC Trends in Analytical Chemistry · 2022 · 198 citations · Full text

Natural Sciences, Chemistry, Computer Science +17

Recent trends in multi-block data analysis in chemometrics for multi-source data integration

Puneet Mishra, Jean‐Michel Roger, Delphine Jouan‐Rimbaud Bouveresse et al. · TrAC Trends in Analytical Chemistry · 2021 · 171 citations · Full text

Natural Sciences, Data Science, Analytical Chemistry +13

Close-range hyperspectral image analysis for the early detection of stress responses in individual plants in a high-throughput phenotyping platform

Mohd Shahrimie Mohd Asaari, Puneet Mishra, Stien Mertens et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2018 · 157 citations

Agriculture, Plant Biology, Plant Sciences +17

A tutorial on automatic hyperparameter tuning of deep spectral modelling for regression and classification tasks

Dário Passos, Puneet Mishra · Chemometrics and Intelligent Laboratory Systems · 2022 · 142 citations · Full text

Computing, Computer Science, Computational Chemistry +14