Machine learning for plant breeding and biotechnology
M Niazian, G Niedbała - Agriculture, 2020 - mdpi.com
Classical univariate and multivariate statistics are the most common methods used for data
analysis in plant breeding and biotechnology studies. Evaluation of genetic diversity …
analysis in plant breeding and biotechnology studies. Evaluation of genetic diversity …
Prediction of loquat soluble solids and titratable acid content using fruit mineral elements by artificial neural network and multiple linear regression
Mineral nutrient elements have an important impact on fruit quality, especially on soluble
solids (SSC), titratable acid content (TAC) and the ratio of soluble solids to titratable acid …
solids (SSC), titratable acid content (TAC) and the ratio of soluble solids to titratable acid …
[HTML][HTML] Ultrasound assisted aqueous two-phase extraction of polysaccharides from Cornus officinalis fruit: Modeling, optimization, purification, and characterization
J Tan, P Cui, S Ge, X Cai, Q Li, H Xue - Ultrasonics Sonochemistry, 2022 - Elsevier
Ultrasound assisted aqueous two-phase extraction of polysaccharides from Cornus
officinalis fruit was modeled by response surface methodology (RSM) and artificial neural …
officinalis fruit was modeled by response surface methodology (RSM) and artificial neural …
[HTML][HTML] Use of optimised MLP neural networks for spatiotemporal estimation of indoor environmental conditions of existing buildings
M Martínez-Comesaña, A Ogando-Martínez… - Building and …, 2021 - Elsevier
Controlling the indoor environmental quality in real time is essential for the health, well-
being and productivity of occupants of a building. In recent years, research has focused on …
being and productivity of occupants of a building. In recent years, research has focused on …
Modeling and optimization of capsaicin extraction from Capsicum annuum L. using response surface methodology (RSM), artificial neural network (ANN), and …
N Gammoudi, M Mabrouk, T Bouhemda… - Industrial Crops and …, 2021 - Elsevier
The heartening applications of capsaicin (CAP) in agro–food, cosmetic, and pharmaceutical
sectors impose their strengthening by an appropriate extraction protocol. Herein, response …
sectors impose their strengthening by an appropriate extraction protocol. Herein, response …
Production of bioethanol from pumpkin peel wastes: Comparison between response surface methodology (RSM) and artificial neural networks (ANN)
M Chouaibi, KB Daoued, K Riguane, T Rouissi… - Industrial Crops and …, 2020 - Elsevier
Pumpkin peel wastes are an unutilized source of starch, whose bioethanol production has
not been reported by any research work so far. Such bioethanol is believed to show the …
not been reported by any research work so far. Such bioethanol is believed to show the …
[HTML][HTML] Modeling, optimization, purification, and characterization of polysaccharides from Lilium lancifolium Thunb
H Xue, J Xu, J Zhang, Y Wei, X Cai, J Tan - Lwt, 2022 - Elsevier
Ultrasound assisted aqueous two-phase extraction of polysaccharides from Lilium
lancifolium Thunb was modeled by response surface methodology (RSM) and artificial …
lancifolium Thunb was modeled by response surface methodology (RSM) and artificial …
A novel procedure for simultaneous extraction of polysaccharides and polyphenols from Schisandra Chinensis: Modeling, characterization and biological properties
F Zhang, Y Xu, X Bu, Z Wang, S Qi, D Li, L Wang… - Industrial Crops and …, 2023 - Elsevier
High pressure assisted aqueous two-phase system for simultaneous extraction of
polysaccharides and polyphenols from Schisandra chinensis was modeled by response …
polysaccharides and polyphenols from Schisandra chinensis was modeled by response …
Deeper insight into the volatile profile of essential oil of two Curcuma species and their antioxidant and antimicrobial activities
Essential oil of Curcuma angustifolia Roxb. and Curcuma zedoaria (Christm.) Rosc. are
gaining increasing interest worldwide due to its medicinal and cosmetic application …
gaining increasing interest worldwide due to its medicinal and cosmetic application …
Establishment of optimized in vitro disinfection protocol of Pistacia vera L. explants mediated a computational approach: multilayer perceptron–multi−objective …
N Gammoudi, K Nagaz, A Ferchichi - BMC Plant Biology, 2022 - Springer
Background Contamination− free culture is a prerequisite for the success of in vitro− based
plant biotechnology. Aseptic initiation is an extremely strenuous stride, particularly in woody …
plant biotechnology. Aseptic initiation is an extremely strenuous stride, particularly in woody …