Statistical and machine learning models for location-specific crop yield prediction using weather indices

MK Debnath - International Journal of Biometeorology, 2024 - Springer
Crop yield prediction gains growing importance for all stakeholders in agriculture. Since the
growth and development of crops are fully connected with many weather factors, it is …

Hyperspectral imaging systems for rapid assessment of moisture and chromaticity of foods undergoing drying: Principles, applications, challenges, and future trends

BS Luka, BM Yunusa, QM Vihikwagh, KF Kuhwa… - … and Electronics in …, 2024 - Elsevier
Advanced technologies in the area of food drying technologies are increasingly emerging,
with novel technologies continuously applied to gain a better understanding of the moisture …

Rapid simultaneous analysis of anti human immunodeficiency virus drugs in pharmaceutical formulation by smart spectrophotometry based on multivariate calibration …

M Valaee, MR Sohrabi, F Motiee - … Acta Part A: Molecular and Biomolecular …, 2023 - Elsevier
In this study, two chemometrics methods, including partial least squares regression (PLS)
and least squares support vector machine (LS-SVM) were applied for the simultaneous …

Tensor partial least squares for hyperspectral image classification

O Okwuashi, CE Ndehedehe… - Geocarto International, 2022 - Taylor & Francis
A hyperspectral image is classically a three-way (or tensor) block of data. In order to extract
information from it, it has to be classified using image classifiers. Since classifiers are …

Structure–Kinetic Relationship for Drug Design Revealed by a PLS Model with Retrosynthesis-Based Pre-Trained Molecular Representation and Molecular Dynamics …

F Zhou, S Yin, Y Xiao, Z Lin, W Fu, YJ Zhang - ACS omega, 2023 - ACS Publications
Drug design based on kinetic properties is growing in application. Here, we applied
retrosynthesis-based pre-trained molecular representation (RPM) in machine learning (ML) …

Modelling of wheat production in Punjab through the regularized regression approach while addressing multicollinearity.

N Idrees, S Kamal - Pakistan Journal of Agricultural …, 2021 - search.ebscohost.com
Agriculture sector plays a significant role in the economy of Pakistan. Amongst the major
crops, wheat is essential food of Pakistani people's. Wheat production is a function of a …

Ultrashort-term power prediction researched by LSTM memory neural networks based on partial least squares dimensionality reduction

S Wang, N Wang, Y Guan, S Sun… - … , and Electrical and …, 2024 - spiedigitallibrary.org
The output power of photovoltaic power plants is significantly affected by a variety of external
environmental factors, and characterized by nonlinear and large fluctuations. In response to …

Gouvernance et Performance des Entreprises Algériennes Privées: Analyse des Relations entre le Conseil d'Administration, la Structure du Capital et la Performance …

H Adja - 2022 - pnst.cerist.dz
Résumé Cette thèse s' intéresse aux relations entre le conseil d'administration, la structure
du capital et la performance financière des entreprises algériennes. Plus précisément, elle …