标题
Machine Learning for Plant Breeding and Biotechnology
作者
关键词
-
出版物
Agriculture-Basel
Volume 10, Issue 10, Pages 436
出版商
MDPI AG
发表日期
2020-09-28
DOI
10.3390/agriculture10100436
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- In vitro androgenesis: spontaneous vs. artificial genome doubling and characterization of regenerants
- (2020) Behzad Ahmadi et al. PLANT CELL REPORTS
- Precise evaluation of tissue culture-induced variation during optimisation of in vitro regeneration regime in barley
- (2020) Renata Orłowska et al. PLANT MOLECULAR BIOLOGY
- A Recognition Method for Rice Plant Diseases and Pests Video Detection Based on Deep Convolutional Neural Network
- (2020) Dengshan Li et al. SENSORS
- Machine learning improves our knowledge about miRNA functions towards plant abiotic stresses
- (2020) Keyvan Asefpour Vakilian Scientific Reports
- Screening of drought resistance indices and evaluation of drought resistance in cotton (Gossypium hirsutum L.)
- (2020) Jie ZOU et al. Journal of Integrative Agriculture
- Exploring Deep Learning for Complex Trait Genomic Prediction in Polyploid Outcrossing Species
- (2020) Laura M. Zingaretti et al. Frontiers in Plant Science
- A Convolutional Neural Networks Based Method for Anthracnose Infected Walnut Tree Leaves Identification
- (2020) Athanasios Anagnostis et al. Applied Sciences-Basel
- Deep learning for plant genomics and crop improvement
- (2020) Hai Wang et al. CURRENT OPINION IN PLANT BIOLOGY
- In vitro-based doubled haploid production: recent improvements
- (2020) Mohsen Niazian et al. EUPHYTICA
- Application of artificial neural network (ANN) model for prediction and optimization of coronarin D content in Hedychium coronarium
- (2020) Asit Ray et al. INDUSTRIAL CROPS AND PRODUCTS
- Estimating Oil and Protein Content of Sesame Seeds Using Image Processing and Artificial Neural Network
- (2020) Mahdieh Parsaeian et al. JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY
- Predicting yield performance of parents in plant breeding: A neural collaborative filtering approach
- (2020) Saeed Khaki et al. PLoS One
- Impact of Jasmonic Acid on Sugar Yield and Physiological Traits of Sugar Beet in Response to Water Deficit Regimes: Using Stepwise Regression Approach
- (2020) H. Ghaffari et al. RUSSIAN JOURNAL OF PLANT PHYSIOLOGY
- Genetic diversity of ‘Wan Chak Motluk’ (Curcuma comosa Roxb.) in Thailand using morphological characteristics and random amplification of polymorphic DNA (RAPD) markers
- (2020) T. Boonsrangsom SOUTH AFRICAN JOURNAL OF BOTANY
- Identification and recognition of rice diseases and pests using convolutional neural networks
- (2020) Chowdhury R. Rahman et al. BIOSYSTEMS ENGINEERING
- Machine learning methods’ performance in radiative transfer model inversion to retrieve plant traits from Sentinel-2 data of a mixed mountain forest
- (2020) Abebe Mohammed Ali et al. International Journal of Digital Earth
- 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
- (2020) Mohsen Hesami et al. Plant Methods
- Rapeseed Stand Count Estimation at Leaf Development Stages With UAV Imagery and Convolutional Neural Networks
- (2020) Jian Zhang et al. Frontiers in Plant Science
- A Physio-Morphological Trait-Based Approach for Breeding Drought Tolerant Wheat
- (2020) Kamal Khadka et al. Frontiers in Plant Science
- 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
- Challenges and Opportunities in Machine-Augmented Plant Stress Phenotyping
- (2020) Arti Singh et al. TRENDS IN PLANT SCIENCE
- Simple model based on artificial neural network for early prediction and simulation winter rapeseed yield
- (2019) Gniewko Niedbała Journal of Integrative Agriculture
- Application of Artificial Neural Networks for Multi-Criteria Yield Prediction of Winter Rapeseed
- (2019) Gniewko Niedbała Sustainability
- Identification and Classification of Maize Drought Stress Using Deep Convolutional Neural Network
- (2019) Jiangyong An et al. Symmetry-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
- Deep Learning-Based Segmentation and Quantification of Cucumber Powdery Mildew Using Convolutional Neural Network
- (2019) Ke Lin et al. Frontiers in Plant Science
- Application of genetics and biotechnology for improving medicinal plants
- (2019) Mohsen Niazian PLANTA
- The genetic diversity, morphology, biogeography, and taxonomic designations of Ammonia (Foraminifera) in the Northeast Atlantic
- (2019) Clare Bird et al. MARINE MICROPALEONTOLOGY
- To regenerate or not to regenerate: factors that drive plant regeneration
- (2019) Kaoru Sugimoto et al. CURRENT OPINION IN PLANT BIOLOGY
- Seasonal Crops Disease Prediction and Classification Using Deep Convolutional Encoder Network
- (2019) Aditya Khamparia et al. CIRCUITS SYSTEMS AND SIGNAL PROCESSING
- LSTM Neural Network Based Forecasting Model for Wheat Production in Pakistan
- (2019) Sajjad Haider et al. Agronomy-Basel
- Plant tissue culture media and practices: an overview
- (2019) Gregory C. Phillips et al. IN VITRO CELLULAR & DEVELOPMENTAL BIOLOGY-PLANT
- 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
- Identification of plant leaf diseases using a nine-layer deep convolutional neural network
- (2019) Geetharamani G. et al. COMPUTERS & ELECTRICAL ENGINEERING
- Detection of nutrition deficiencies in plants using proximal images and machine learning: A review
- (2019) Jayme Garcia Arnal Barbedo COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Differentiating between morphologically similar species in genus Cinnamomum (Lauraceae) using deep convolutional neural networks
- (2019) Hao-Wen Yang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Deep neural networks with transfer learning in millet crop images
- (2019) Solemane Coulibaly et al. COMPUTERS IN INDUSTRY
- Agrobacterium-mediated genetic transformation of ajowan (Trachyspermum ammi (L.) Sprague): an important industrial medicinal plant
- (2019) Mohsen Niazian et al. INDUSTRIAL CROPS AND PRODUCTS
- In vitro culture of the endangered plant Eryngium viviparum as dual strategy for its ex situ conservation and source of bioactive compounds
- (2019) Manuel Ayuso et al. PLANT CELL TISSUE AND ORGAN CULTURE
- Accelerating Climate Resilient Plant Breeding by Applying Next-Generation Artificial Intelligence
- (2019) Antoine L. Harfouche et al. TRENDS IN BIOTECHNOLOGY
- Genetic Diversity in Stomatal Density among Soybeans Elucidated Using High-throughput Technique Based on an Algorithm for Object Detection
- (2019) Kazuma Sakoda et al. Scientific Reports
- Multicriteria Prediction and Simulation of Winter Wheat Yield Using Extended Qualitative and Quantitative Data Based on Artificial Neural Networks
- (2019) Gniewko Niedbała et al. Applied Sciences-Basel
- Identification of haploid and diploid maize seeds using convolutional neural networks and a transfer learning approach
- (2019) Yahya Altuntaş et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Retrotransposons in Plant Genomes: Structure, Identification, and Classification through Bioinformatics and Machine Learning
- (2019) Simon Orozco-Arias et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Remote sensing of ploidy level in quaking aspen ( Populus tremuloides Michx.)
- (2019) Benjamin Blonder et al. JOURNAL OF ECOLOGY
- High genetic differentiation of grapevine rootstock varieties determined by molecular markers and artificial neural networks
- (2019) Marcia Oliveira Costa et al. ACTA SCIENTIARUM-AGRONOMY
- 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
- DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks
- (2019) Pouria Sadeghi-Tehran et al. Frontiers in Plant Science
- A Self-Predictable Crop Yield Platform (SCYP) Based On Crop Diseases Using Deep Learning
- (2019) SangSik Lee et al. Sustainability
- Impact of climate change on cotton growth and yields in Xinjiang, China
- (2019) Na Li et al. FIELD CROPS RESEARCH
- Qualitative and quantitative diagnosis of nitrogen nutrition of tea plants under field condition using hyperspectral imaging coupled with chemometrics
- (2019) Yu‐Jie Wang et al. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE
- Investigating potato late blight physiological differences across potato cultivars with spectroscopy and machine learning
- (2019) Kaitlin M. Gold et al. PLANT SCIENCE
- A Novel Image-Based Screening Method to Study Water-Deficit Response and Recovery of Barley Populations Using Canopy Dynamics Phenotyping and Simple Metabolite Profiling
- (2019) Cintia F. Marchetti et al. Frontiers in Plant Science
- Application of Artificial Neural Networks for Yield Modeling of Winter Rapeseed Based on Combined Quantitative and Qualitative Data
- (2019) Gniewko Niedbała et al. Agronomy-Basel
- Crop yield stability and sustainability in a rice-wheat cropping system based on 34-year field experiment
- (2019) Xuemei Han et al. EUROPEAN JOURNAL OF AGRONOMY
- Response of rice yield and yield components to elevated [CO2]: A synthesis of updated data from FACE experiments
- (2019) Chunhua Lv et al. EUROPEAN JOURNAL OF AGRONOMY
- Assessment of general and specific combining abilities in doubled haploid lines of rapeseed (Brassica napus L.)
- (2019) Pegah M. Dezfouli et al. INDUSTRIAL CROPS AND PRODUCTS
- Genetic diversity in Indian poppy (P. somniferum L.) germplasm using multivariate and SCoT marker analyses
- (2019) Abhilasha Srivastava et al. INDUSTRIAL CROPS AND PRODUCTS
- Hyperspectral imaging combined with machine learning as a tool to obtain high‐throughput plant salt‐stress phenotyping
- (2019) Xuping Feng et al. PLANT JOURNAL
- DNA content equivalence in haploid and diploid maize leaves
- (2019) D. Santeramo et al. PLANTA
- Morphological, chemical and genetic analysis of southern Brazilian pecan (Carya illinoinensis) accessions
- (2019) Tales Poletto et al. SCIENTIA HORTICULTURAE
- 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
- An optimized model based on convolutional neural networks and orthogonal learning particle swarm optimization algorithm for plant diseases diagnosis
- (2019) Ashraf Darwish et al. Swarm and Evolutionary Computation
- Seed-per-pod estimation for plant breeding using deep learning
- (2018) L.C. Uzal et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild
- (2018) Artzai Picon et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- 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
- Modeling Oil Content of Sesame (Sesamum indicum L.) Using Artificial Neural Network and Multiple Linear Regression Approaches
- (2018) Moslem Abdipour et al. JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY
- Recent advances in convolutional neural networks
- (2018) Jiuxiang Gu et al. PATTERN RECOGNITION
- 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
- A deep convolutional neural network approach for predicting phenotypes from genotypes
- (2018) Wenlong Ma et al. PLANTA
- Genetic Diversity Analysis of Brassica Species Using PCR-Based SSR Markers
- (2018) Ali Raza et al. Gesunde Pflanzen
- Artificial neural networks and multiple linear regression as potential methods for modeling seed yield of safflower (Carthamus tinctorius L.)
- (2018) Moslem Abdipour et al. INDUSTRIAL CROPS AND PRODUCTS
- Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture
- (2018) Wouter H. Maes et al. TRENDS IN PLANT SCIENCE
- A Comparative Assessment of Different Modeling Algorithms for Estimating Leaf Nitrogen Content in Winter Wheat Using Multispectral Images from an Unmanned Aerial Vehicle
- (2018) Hengbiao Zheng et al. Remote Sensing
- Genetic stability of regenerated plants via indirect somatic embryogenesis and indirect shoot regeneration of Carum copticum L.
- (2017) Mohsen Niazian et al. INDUSTRIAL CROPS AND PRODUCTS
- Essential Oil Yield and Agro-morphological Traits in Some Iranian Ecotypes of Ajowan (Carum copticum L.)
- (2017) Mohsen Niazian et al. Journal of Essential Oil Bearing Plants
- In vitro induction and identification of autotetraploid of Bletilla striata (Thunb.) Reichb.f. by colchicine treatment
- (2017) Han Pan-pan et al. PLANT CELL TISSUE AND ORGAN CULTURE
- Effect of colchicine-induced polyploidy on morphological characteristics and essential oil composition of ajowan (Trachyspermum ammi L.)
- (2017) Seyed Ahmad Sadat Noori et al. PLANT CELL TISSUE AND ORGAN CULTURE
- Mathematical Modeling and Optimizing of in Vitro Hormonal Combination for G × N15 Vegetative Rootstock Proliferation Using Artificial Neural Network-Genetic Algorithm (ANN-GA)
- (2017) Mohammad M. Arab et al. Frontiers in Plant Science
- Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks
- (2017) Jordan R. Ubbens et al. Frontiers in Plant Science
- Synthetic bootstrapping of convolutional neural networks for semantic plant part segmentation
- (2017) R. Barth et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping
- (2016) Anne-Katrin Mahlein PLANT DISEASE
- Machine Learning for Plant Phenotyping Needs Image Processing
- (2016) Sotirios A. Tsaftaris et al. TRENDS IN PLANT SCIENCE
- Machine Learning for High-Throughput Stress Phenotyping in Plants
- (2016) Arti Singh et al. TRENDS IN PLANT SCIENCE
- Artificial Neural Network Genetic Algorithm As Powerful Tool to Predict and Optimize In vitro Proliferation Mineral Medium for G × N15 Rootstock
- (2016) Mohammad M. Arab et al. Frontiers in Plant Science
- Assessment of salinity indices to identify Iranian wheat varieties using an artificial neural network
- (2015) S.Z. Ravari et al. ANNALS OF APPLIED BIOLOGY
- Seed yield prediction of sesame using artificial neural network
- (2015) Samad Emamgholizadeh et al. EUROPEAN JOURNAL OF AGRONOMY
- Superiority of artificial neural networks for a genetic classification procedure
- (2015) I.C. Sant’Anna et al. GENETICS AND MOLECULAR RESEARCH
- Artificial neural networks reveal efficiency in genetic value prediction
- (2015) L.A. Peixoto et al. GENETICS AND MOLECULAR RESEARCH
- Identifying Potato Varieties Using Machine Vision and Artificial Neural Networks
- (2015) Afshin Azizi et al. INTERNATIONAL JOURNAL OF FOOD PROPERTIES
- Application of artificial neural networks in indirect selection: a case study on the breeding of lettuce
- (2015) Alcinei Mistico Azevedo et al. BRAGANTIA
- Application of artificial neural networks in indirect selection: a case study on the breeding of lettuce
- (2015) Alcinei Mistico Azevedo et al. BRAGANTIA
- Design of tissue culture media for efficient Prunus rootstock micropropagation using artificial intelligence models
- (2014) Esmaeil Nezami Alanagh et al. PLANT CELL TISSUE AND ORGAN CULTURE
- Genome-enabled prediction of genetic values using radial basis function neural networks
- (2012) J. M. González-Camacho et al. THEORETICAL AND APPLIED GENETICS
- Ploidy level determination within the context of in vitro breeding
- (2011) S. J. Ochatt et al. PLANT CELL TISSUE AND ORGAN CULTURE
- Discriminating varieties of tea plant based on Vis/NIR spectral characteristics and using artificial neural networks
- (2008) Xiaoli Li et al. BIOSYSTEMS ENGINEERING
- Artificial neural networks as a tool for plant identification: a case study on Vietnamese tea accessions
- (2008) Camilla Pandolfi et al. EUPHYTICA
- Predicting average regional yield and production of wheat in the Argentine Pampas by an artificial neural network approach
- (2008) R. Alvarez EUROPEAN JOURNAL OF AGRONOMY
- Prediction of process and product parameters in an orange juice spray dryer using artificial neural networks
- (2007) G.R. Chegini et al. JOURNAL OF FOOD ENGINEERING
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started