Michael G. K. Jones

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Class Imbalanced

Unsupervised Learning

Top Venues

Comput. Electron. Agric.

IET Wirel. Sens. Syst.

Comput. Commun.

Publications

Abderraouf Amrani, Dean Diepeveen, David Murray, Michael G. K. Jones, Ferdous Sohel
Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach. Comput. Electron. Agric. 218 (2024)
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
LoRa-based outdoor localization and tracking using unsupervised symbolization. Internet Things 25 (2024)
Sayma Shammi, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Ferdous Sohel
Early frost detection in wheat using machine learning from vertical temperature distributions. Comput. Electron. Agric. 221 (2024)
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
LoRa localisation using single mobile gateway. Comput. Commun. 219 (2024)
Masoud Rezaei, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel
Plant disease recognition in a low data scenario using few-shot learning. Comput. Electron. Agric. 219 (2024)
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
Machine learning-based LoRa localisation using multiple received signal features. IET Wirel. Sens. Syst. 13 (4) (2023)
Abderraouf Amrani, Ferdous Sohel, Dean Diepeveen, David Murray, Michael G. K. Jones
image dataset. Comput. Electron. Agric. 205 (2023)
A. S. M. Mahmudul Hasan, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel
Image patch-based deep learning approach for crop and weed recognition. Ecol. Informatics 78 (2023)
Sayma Shammi, Ferdous Sohel, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Amanuel Bekuma, Ben Biddulph
Machine learning-based detection of freezing events using infrared thermography. Comput. Electron. Agric. 198 (2022)
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
A Survey of Deep Learning Techniques for Weed Detection from Images. CoRR (2021)
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
A survey of deep learning techniques for weed detection from images. Comput. Electron. Agric. 184 (2021)
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery. CoRR (2021)