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2020 – today
- 2022
[j2]Andrea Coletta
, Novella Bartolini, Gaia Maselli, Annalyse Kehs, Peter McCloskey, David P. Hughes:
Optimal Deployment in Crowdsensing for Plant Disease Diagnosis in Developing Countries. IEEE Internet Things J. 9(9): 6359-6373 (2022)- [c5]Maryam Tabar, Dongwon Lee, David P. Hughes, Amulya Yadav:
Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors. AAAI 2022: 12608-12614 - 2021
- [c4]Maryam Tabar, Jared Gluck, Anchit Goyal, Fei Jiang, Derek Morr, Annalyse Kehs, Dongwon Lee, David P. Hughes, Amulya Yadav:
A PLAN for Tackling the Locust Crisis in East Africa: Harnessing Spatiotemporal Deep Models for Locust Movement Forecasting. KDD 2021: 3595-3604 - 2020
- [j1]Tianxiao Hu, Hao Zheng, Chen Liang, Sirou Zhu, Natalie Imirzian, Yizhe Zhang, Chaoli Wang, David P. Hughes, Danny Z. Chen:
AntVis: A web-based visual analytics tool for exploring ant movement data. Vis. Informatics 4(1): 58-70 (2020) - [c3]Andrea Coletta, Novella Bartolini, Gaia Maselli, David P. Hughes:
On Optimal Crowd-Sensing Task Management in Developing Countries. PerCom Workshops 2020: 1-6
2010 – 2019
- 2019
- [c2]Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen:
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. MIDL 2019: 572-587 - [i3]Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen:
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. CoRR abs/1903.00035 (2019) - 2017
- [c1]Yizhe Zhang, Lin Yang, Jianxu Chen, Maridel Fredericksen, David P. Hughes, Danny Z. Chen:
Deep Adversarial Networks for Biomedical Image Segmentation Utilizing Unannotated Images. MICCAI (3) 2017: 408-416 - 2016
- [i2]Sharada Prasanna Mohanty, David P. Hughes, Marcel Salathé:
Using Deep Learning for Image-Based Plant Disease Detection. CoRR abs/1604.03169 (2016) - 2015
- [i1]David P. Hughes, Marcel Salathé:
An open access repository of images on plant health to enable the development of mobile disease diagnostics through machine learning and crowdsourcing. CoRR abs/1511.08060 (2015)
Coauthor Index
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