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ORCIDJoão Ricardo Rebouças Dórea
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- affiliation: University of Wisconsin-Madison, Department of Animal and Dairy Sciences, Department of Biological Systems Engineering, WI, USA
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2020 – today
- 2024
[j6]Shogo Higaki
, Yoshitaka Matsui, Masafumi Miwa, Takashi Yamamura, Takuo Hojo, Koji Yoshioka, Alysia Vang, Ariana Negreiro, João R. R. Dórea:
Leveraging computer vision-based pose estimation technique in dairy cows for objective mobility analysis and scoring system. Comput. Electron. Agric. 217: 108573 (2024)- [j5]Dário A. B. Oliveira, Tiago Bresolin, Sandra G. Coelho, M. M. Campos, C. F. A. Lage, J. M. Leão, L. G. R. Pereira, Laura Hernández, João R. R. Dórea:
A polar transformation augmentation approach for enhancing mammary gland segmentation in ultrasound images. Comput. Electron. Agric. 220: 108825 (2024) - [j4]Rafael E. P. Ferreira, Maria Angels de Luis Balaguer, Tiago Bresolin, Ranveer Chandra, Guilherme J. M. Rosa, Heather M. White, João R. R. Dórea:
Multi-modal machine learning for the early detection of metabolic disorder in dairy cows using a cloud computing framework. Comput. Electron. Agric. 227: 109563 (2024) - 2023
- [c2]Yigit Tuncel, Toygun Basaklar, Mackenzie Smithyman, João Dórea, Vinícius Nunes De Gouvêa, Younghyun Kim, Ümit Y. Ogras:
Advancing Cattle Welfare: Ultra Low-power Health Monitoring at the Edge. BioCAS 2023: 1-5 - [c1]Yigit Tuncel, Toygun Basaklar, Mackenzie Smithyman, João Dórea, Vinícius Nunes De Gouvêa, Younghyun Kim, Ümit Y. Ogras:
Towards Smart Cattle Farms: Automated Inspection of Cattle Health with Real-Life Data. DATE 2023: 1-2 - 2022
- [j3]Rafael E. P. Ferreira, Tiago Bresolin, Guilherme J. M. Rosa, João R. R. Dórea:
Using dorsal surface for individual identification of dairy calves through 3D deep learning algorithms. Comput. Electron. Agric. 201: 107272 (2022) - 2020
- [j2]F. C. Cairo, L. G. R. Pereira, M. M. Campos, T. R. Tomich, Sandra G. Coelho, C. F. A. Lage, A. P. Fonseca, A. M. Borges, B. R. C. Alves, João R. R. Dórea:
Applying machine learning techniques on feeding behavior data for early estrus detection in dairy heifers. Comput. Electron. Agric. 179: 105855 (2020)
2010 – 2019
- 2019
- [j1]Vera Cardoso Ferreira Aiken, João Ricardo Rebouças Dórea, Juliano Sabella Acedo, Fernando Gonçalves de Sousa, Fábio Guerra Dias, Guilherme Jordão de Magalhães Rosa:
Record linkage for farm-level data analytics: Comparison of deterministic, stochastic and machine learning methods. Comput. Electron. Agric. 163 (2019)
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