Development of support vector machine-based model and comparative analysis with artificial neural network for modeling the plant tissue culture procedures: effect of plant growth regulators on somatic embryogenesis of chrysanthemum, as a case study

Analysis of macro nutrient related growth responses using multivariate adaptive regression splines

(2020) Meleksen Akin et al.   PLANT CELL TISSUE AND ORGAN CULTURE

Data driven models for compressive strength prediction of concrete at high temperatures

(2020) Mahmood Akbari et al.   Frontiers of Structural and Civil Engineering

Protoplast isolation and shoot regeneration from protoplast-derived calli of Chrysanthemum cv. White ND

(2020) Oluwaseun Suleimon Adedeji et al.   PLANT CELL TISSUE AND ORGAN CULTURE

Evaluating the Sensitivity of Projected Reservoir Reliability to the Choice of Climate Projection: A Case Study of Bull Run Watershed, Portland, Oregon

(2020) Nima Fayaz et al.   WATER RESOURCES MANAGEMENT

Production of high-Quality Ornithogalum thyrsoides cut flowers in one year from in vitro propagated plantlets influenced by plant growth regulators

(2020) Young Hee Joung et al.   SCIENTIA HORTICULTURAE

Mathematical Modeling of Growth and Paclitaxel Biosynthesis in Corylus avellana Cell Culture Responding to Fungal Elicitors Using Multilayer Perceptron-Genetic Algorithm

(2020) Mina Salehi et al.   Frontiers in Plant Science

Application of Artificial Neural Network for Modeling and Studying In Vitro Genotype-Independent Shoot Regeneration in Wheat

(2020) Mohsen Hesami et al.   Applied Sciences-Basel

Modeling and Optimizing in vitro Sterilization of Chrysanthemum via Multilayer Perceptron-Non-dominated Sorting Genetic Algorithm-II (MLP-NSGAII)

(2019) Mohsen Hesami et al.   Frontiers in Plant Science

Use of multiple regression analysis and artificial neural networks to model the effect of nitrogen in the organogenesis of Pinus taeda L.

(2019) Javier Orlando Barone   PLANT CELL TISSUE AND ORGAN CULTURE

Modeling callus induction and regeneration in an anther culture of tomato (Lycopersicon esculentum L.) using image processing and artificial neural network method

(2019) Mohsen Niazian et al.   PROTOPLASMA

Machine learning approaches and their current application in plant molecular biology: A systematic review

(2019) Jose Cleydson F. Silva et al.   PLANT SCIENCE

Computer-based tools provide new insight into the key factors that cause physiological disorders of pistachio rootstocks cultured in vitro

(2019) Esmaeil Nezami-Alanagh et al.   Scientific Reports

Application of Adaptive Neuro-Fuzzy Inference System-Non-dominated Sorting Genetic Algorithm-II (ANFIS-NSGAII) for Modeling and Optimizing Somatic Embryogenesis of Chrysanthemum

(2019) Mohsen Hesami et al.   Frontiers in Plant Science

Combining gene expression programming and genetic algorithm as a powerful hybrid modeling approach for pear rootstocks tissue culture media formulation

(2019) Saeid Jamshidi et al.   Plant Methods

A hybrid non-linear time-varying double-weighted particle swarm optimization for solving non-convex combined environmental economic dispatch problem

(2019) Arman Goudarzi et al.   APPLIED SOFT COMPUTING

Novel organic-based postharvest sanitizer formulation using Box Behnken design and mathematical modeling approach: A case study of fresh pistachio storage under modified atmosphere packaging

(2019) Abdollatif Sheikhi et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Modeling and Optimizing Medium Composition for Shoot Regeneration of Chrysanthemum via Radial Basis Function-Non-dominated Sorting Genetic Algorithm-II (RBF-NSGAII)

(2019) Mohsen Hesami et al.   Scientific Reports

Support vector regression modelling and optimization of energy consumption in carbon fiber production line

(2018) Gelayol Golkarnarenji et al.   COMPUTERS & CHEMICAL ENGINEERING

Image Processing and Artificial Neural Network-Based Models to Measure and Predict Physical Properties of Embryogenic Callus and Number of Somatic Embryos in Ajowan (Trachyspermum ammi (L.) Sprague)

(2018) Mohsen Niazian et al.   IN VITRO CELLULAR & DEVELOPMENTAL BIOLOGY-PLANT

Modeling the seed yield of Ajowan ( Trachyspermum ammi L.) using artificial neural network and multiple linear regression models

(2018) Mohsen Niazian et al.   INDUSTRIAL CROPS AND PRODUCTS

Development of a Hybrid Data Driven Model for Hydrological Estimation

(2018) Shahab Araghinejad et al.   WATER RESOURCES MANAGEMENT

Modeling and Optimizing a New Culture Medium for In Vitro Rooting of G×N15 Prunus Rootstock using Artificial Neural Network-Genetic Algorithm

(2018) Mohammad Mehdi Arab et al.   Scientific Reports

Genetic programming based models in plant tissue culture: An addendum to traditional statistical approach

(2018) Meenu R. Mridula et al.   PLoS Computational Biology

An efficient in vitro shoot regeneration through direct organogenesis from seedling-derived petiole and leaf segments and acclimatization of Ficus religiosa

(2018) Mohsen Hesami et al.   JOURNAL OF FORESTRY RESEARCH

A comparison of non-linear regression methods for improved on-line near infrared spectroscopic analysis of a sugarcane quality measure

(2018) Justin Sexton et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Combining DOE With Neurofuzzy Logic for Healthy Mineral Nutrition of Pistachio Rootstocks in vitro Culture

(2018) Esmaeil Nezami-Alanagh et al.   Frontiers in Plant Science

Effects of sodium nitroprusside on callus browning of Ficus religiosa: an important medicinal plant

(2018) Mohsen Hesami et al.   JOURNAL OF FORESTRY RESEARCH

Intelligent image analysis (IIA) using artificial neural network (ANN) for non-invasive estimation of chlorophyll content in micropropagated plants of potato

(2017) S. Dutta Gupta et al.   IN VITRO CELLULAR & DEVELOPMENTAL BIOLOGY-PLANT

Discussion of “Modified Firefly Algorithm for Solving Multireservoir Operation in Continuous and Discrete Domains” by Irene Garousi-Nejad, Omid Bozorg-Haddad, and Hugo A. Loáiciga

(2017) Mojtaba Moravej   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Predicting minor nutrient requirements of hazelnut shoot cultures using regression trees

(2017) Meleksen Akin et al.   PLANT CELL TISSUE AND ORGAN CULTURE

Prediction of the aquatic toxicity of aromatic compounds to tetrahymena pyriformis through support vector regression

(2017) Qiang Su et al.   Oncotarget

Discussion of “Modified Firefly Algorithm for Solving Multireservoir Operation in Continuous and Discrete Domains” by Irene Garousi-Nejad, Omid Bozorg-Haddad, and Hugo A. Loáiciga

(2017) Mojtaba Moravej   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Generation of blue chrysanthemums by anthocyanin B-ring hydroxylation and glucosylation and its coloration mechanism

(2017) Naonobu Noda et al.   Science Advances

A bi-objective inventory optimization model under inflation and discount using tuned Pareto-based algorithms: NSGA-II, NRGA, and MOPSO

(2016) Seyed Mohsen Mousavi et al.   APPLIED SOFT COMPUTING

Jasmonic acid is a downstream component in the modulation of somatic embryogenesis by Arabidopsis Class 2 phytoglobin

(2016) Mohamed M. Mira et al.   JOURNAL OF EXPERIMENTAL BOTANY

An artificial intelligence approach for modeling volume and fresh weight of callus – A case study of cumin (Cuminum cyminum L.)

(2016) Ali Mansouri et al.   JOURNAL OF THEORETICAL BIOLOGY

Effect of the NO donor “sodium nitroprusside” (SNP), the ethylene inhibitor “cobalt chloride” (CoCl2) and the antioxidant vitamin E “α-tocopherol” on in vitro shoot proliferation of Sideritis raeseri Boiss. & Heldr. subsp. raeseri

(2016) Virginia Sarropoulou et al.   PLANT CELL TISSUE AND ORGAN CULTURE

Use of RSM and CHAID data mining algorithm for predicting mineral nutrition of hazelnut

(2016) Meleksen Akin et al.   PLANT CELL TISSUE AND ORGAN CULTURE

Predicting In vitro Culture Medium Macro-Nutrients Composition for Pear Rootstocks Using Regression Analysis and Neural Network Models

(2016) S. Jamshidi et al.   Frontiers in Plant Science

Efficiency of neural network-based combinatorial model predicting optimal culture conditions for maximum biomass yields in hairy root cultures

(2012) Shakti Mehrotra et al.   PLANT CELL REPORTS

Primary and secondary somatic embryogenesis in Chrysanthemum cv. Euro

(2012) Aung Htay Naing et al.   PLANT CELL TISSUE AND ORGAN CULTURE

Somatic embryogenesis and plant regeneration in chrysanthemum (Yuukou)

(2012) Pinsan Xu et al.   PLANT CELL TISSUE AND ORGAN CULTURE

Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

(2011) Roman M. Balabin et al.   ANALYST

Improving knowledge of plant tissue culture and media formulation by neurofuzzy logic: A practical case of data mining using apricot databases

(2011) Jorge Gago et al.   JOURNAL OF PLANT PHYSIOLOGY

A neural network approach for the prediction of in vitro culture parameters for maximum biomass yields in hairy root cultures

(2010) Om Prakash et al.   JOURNAL OF THEORETICAL BIOLOGY

Cytokinin Regulation of Auxin Synthesis inArabidopsisInvolves a Homeostatic Feedback Loop Regulated via Auxin and Cytokinin Signal Transduction

(2010) Brian Jones et al.   PLANT CELL

A neurofuzzy logic approach for modeling plant processes: A practical case of in vitro direct rooting and acclimatization of Vitis vinifera L.

(2010) Jorge Gago et al.   PLANT SCIENCE

Artificial neural networks as an alternative to the traditional statistical methodology in plant research

(2009) J. Gago et al.   JOURNAL OF PLANT PHYSIOLOGY

Nitric Oxide Signaling in Plant Responses to Abiotic Stresses

(2008) Weihua Qiao et al.   Journal of Integrative Plant Biology

Sodium nitroprusside promotes multiplication and regeneration of Malus hupehensis in vitro plantlets

(2008) Xiaojiao Han et al.   PLANT CELL TISSUE AND ORGAN CULTURE

The role of local biosynthesis of auxin and cytokinin in plant development

(2007) Yunde Zhao   CURRENT OPINION IN PLANT BIOLOGY