Application of artificial intelligence models and optimization algorithms in plant cell and tissue culture
Artificial intelligence (AI) models and optimization algorithms (OA) are broadly employed in
different fields of technology and science and have recently been applied to improve …
different fields of technology and science and have recently been applied to improve …
Machine learning approaches and their current application in plant molecular biology: A systematic review
Abstract Machine learning (ML) is a field of artificial intelligence that has rapidly emerged in
molecular biology, thus allowing the exploitation of Big Data concepts in plant genomics. In …
molecular biology, thus allowing the exploitation of Big Data concepts in plant genomics. In …
A hybrid model based on general regression neural network and fruit fly optimization algorithm for forecasting and optimizing paclitaxel biosynthesis in Corylus …
Background Paclitaxel is a well-known chemotherapeutic agent widely applied as a therapy
for various types of cancers. In vitro culture of Corylus avellana has been named as a …
for various types of cancers. In vitro culture of Corylus avellana has been named as a …
Sugarcane growth prediction based on meteorological parameters using extreme learning machine and artificial neural network
P Taherei Ghazvinei… - Engineering …, 2018 - Taylor & Francis
Management strategies for sustainable sugarcane production need to deal with the
increasing complexity and variability of the whole sugar system. Moreover, they need to …
increasing complexity and variability of the whole sugar system. Moreover, they need to …
Development of support vector machine-based model and comparative analysis with artificial neural network for modeling the plant tissue culture procedures: effect of …
Background Optimizing the somatic embryogenesis protocol can be considered as the first
and foremost step in successful gene transformation studies. However, it is usually difficult to …
and foremost step in successful gene transformation studies. However, it is usually difficult to …
Mathematical Modeling of Growth and Paclitaxel Biosynthesis in Corylus avellana Cell Culture Responding to Fungal Elicitors Using Multilayer Perceptron-Genetic …
Paclitaxel is the top-selling anticancer medicine in the world. In vitro culture of Corylus
avellana has been made known as a promising and inexpensive strategy for producing …
avellana has been made known as a promising and inexpensive strategy for producing …
Prediction of kiwifruit firmness using fruit mineral nutrient concentration by artificial neural network (ANN) and multiple linear regressions (MLR)
Many properties of fruit are influenced by plant nutrition. Fruit firmness is one of the most
important fruit characteristics and determines post-harvest life of the fruit. In recent decades …
important fruit characteristics and determines post-harvest life of the fruit. In recent decades …
Prediction of sunflower grain yield under normal and salinity stress by RBF, MLP and, CNN models
S Khalifani, R Darvishzadeh, N Azad… - Industrial Crops and …, 2022 - Elsevier
Sunflower is one of the most valuable oilseeds in the world due to its high-quality oil and
wide adaptation to climatic and soil conditions. Salinity is one of the most harmful …
wide adaptation to climatic and soil conditions. Salinity is one of the most harmful …
[HTML][HTML] Estimating wet soil aggregate stability from easily available properties in a highly mountainous watershed
AA Besalatpour, S Ayoubi, MA Hajabbasi… - Catena, 2013 - Elsevier
A comparison study was carried out with the purpose of verifying when the adaptive neuro-
fuzzy inference system (ANFIS), artificial neural network (ANN), generalized linear model …
fuzzy inference system (ANFIS), artificial neural network (ANN), generalized linear model …
Modeling and Optimizing in vitro Sterilization of Chrysanthemum via Multilayer Perceptron-Non-dominated Sorting Genetic Algorithm-II (MLP-NSGAII)
In vitro sterilization is a primary step of plant tissue culture which the ultimate results of in
vitro culture are directly depended on the efficiency of the sterilization. Artificial intelligence …
vitro culture are directly depended on the efficiency of the sterilization. Artificial intelligence …