Arti Singh
Iowa State University(US)
Publications by Year
Research Areas
Smart Agriculture and AI, Soybean genetics and cultivation, Genetics and Plant Breeding, Wheat and Barley Genetics and Pathology, Genetic Mapping and Diversity in Plants and Animals
Most-Cited Works
- → Machine Learning for High-Throughput Stress Phenotyping in Plants(2015)1,057 cited
- → Deep Learning for Plant Stress Phenotyping: Trends and Future Perspectives(2018)608 cited
- → An explainable deep machine vision framework for plant stress phenotyping(2018)531 cited
- → Plant disease identification using explainable 3D deep learning on hyperspectral images(2019)361 cited
- → Challenges and Opportunities in Machine-Augmented Plant Stress Phenotyping(2020)205 cited
- → A real-time phenotyping framework using machine learning for plant stress severity rating in soybean(2017)204 cited
- → Raffinose Family Oligosaccharides: Friend or Foe for Human and Plant Health?(2022)193 cited
- → A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting(2019)184 cited
- → Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems(2018)167 cited
- → Computer vision and machine learning enabled soybean root phenotyping pipeline(2020)132 cited