Sotabase

Career

· Postdoctoral Research Fellow in Machine Learning, Christ Church, University of Oxford2025–
· Postdoctoral Researcher, University College London2023–2025
· PhD in Computer Science, Durham University2019–2023
· Visiting Researcher in Computer Science, Microsoft

Publications (50)

Deep learning for image-based weed detection in turfgrass
European Journal of Agronomy · 2019
202
cited
High Frequency Market Microstructure Noise Estimates and Liquidity Measures
2008
172
cited
Weed Detection in Perennial Ryegrass With Deep Learning Convolutional Neural Network
Frontiers in Plant Science · 2019
125
cited
Detection mechanism and the outlook of metal-organic frameworks for the detection of hazardous substances in milk.
Food Chemistry · 2023
118
cited
A Novel Deep Learning-Based Method for Detection of Weeds in Vegetables.
Pest Management Science · 2022
108
cited
Detection of broadleaf weeds growing in turfgrass with convolutional neural networks.
Pest Management Science · 2019
69
cited
Evaluation of different deep convolutional neural networks for detection of broadleaf weed seedlings in wheat.
Pest Management Science · 2021
47
cited
Vegetation detection and discrimination within vegetable plasticulture row-middles using a convolutional neural network
Precision Agriculture · 2019
40
cited
Detection of Grassy Weeds in Bermudagrass with Deep Convolutional Neural Networks
Weed science · 2020
39
cited
Identification of two RNA silencing suppressors from banana bunchy top virus
Archives of Virology · 2009
29
cited
A comparative evaluation of convolutional neural networks, training image sizes, and deep learning optimizers for weed detection in alfalfa
Weed technology · 2022
25
cited
A Prognostic Model Based on the Immune-Related lncRNAs in Colorectal Cancer
Frontiers in Genetics · 2021
21
cited
Evaluation of Allyl Isothiocyanate as a Soil Fumigant for Tomato (Lycopersicon esculentum Mill.) Production.
Plant Disease · 2019
19
cited
Tomato tolerance and pest control following fumigation with different ratios of dimethyl disulfide and chloropicrin.
Pest Management Science · 2018
19
cited
Weed Control with and Strawberry Tolerance to Herbicides Applied through Drip Irrigation
Weed technology · 2017
17
cited
Fumigants alone or in combination with herbicide for weed management in bell pepper (Capsicum annuum)
Crop Protection · 2019
16
cited
PRE herbicides and POST halosulfuron for purple nutsedge control in tomato grown in plasticulture systems
Weed technology · 2020
15
cited
Gene Expression and Target-Site Mutations are Associated with Resistance to ALS Inhibitors in Annual Sedge (Cyperus compressus) Biotypes from Georgia
Weed science · 2020
14
cited
Relay-cropping and Fallow Programs for Strawberry-based Production System: Effects on Crop Productivity and Weed Control
2018
13
cited
Simulated Crack and Slip Plane Propagation in Soil Slopes with Embedded Discontinuities Using XFEM
International Journal of Geomechanics · 2018
13
cited
Sotabase
Jialin Yu | Researcher Profile | Sotabase | Sotabase