Guilherme J. M. Rosa

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 4

Top Topics

Machine Learning Algorithms

Intensive Care Unit

Causal Networks

Top Venues

Comput. Electron. Agric.

BMC Syst. Biol.

Publications

Anderson A. C. Alves, Arthur F. A. Fernandes, Vivian Breen, Rachel Hawken, Guilherme J. M. Rosa
Monitoring mortality events in floor-raised broilers using machine learning algorithms trained with feeding behavior time-series data. Comput. Electron. Agric. 224 (2024)
Rafael E. P. Ferreira, Tiago Bresolin, Guilherme J. M. Rosa, João Ricardo Rebouças Dórea
Using dorsal surface for individual identification of dairy calves through 3D deep learning algorithms. Comput. Electron. Agric. 201 (2022)
Arthur F. A. Fernandes, Eduardo M. Turra, Érika R. de Alvarenga, Tiago L. Passafaro, Fernando B. Lopes, Gabriel F. O. Alves, Vikas Singh, Guilherme J. M. Rosa
Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia. Comput. Electron. Agric. 170 (2020)
Francisco Peñagaricano, Bruno Valente, Juan P. Steibel, Ronald O. Bates, Catherine W. Ernst, Hasan Khatib, Guilherme J. M. Rosa
Exploring causal networks underlying fat deposition and muscularity in pigs through the integration of phenotypic, genotypic and transcriptomic data. BMC Syst. Biol. 9 (2015)
W. M. Muir, Guilherme J. M. Rosa, Barry R. Pittendrigh, Z. Xu, S. D. Rider, Matthew Fountain, Joe Ogas
A mixture model approach for the analysis of small exploratory microarray experiments. Comput. Stat. Data Anal. 53 (5) (2009)
Juan P. Steibel, Guilherme J. M. Rosa, Robert J. Tempelman
Optimizing design of two-stage experiments for transcriptional profiling. Comput. Stat. Data Anal. 53 (5) (2009)
David B. Allison, Peter M. Visscher, Guilherme J. M. Rosa, Christopher I. Amos
Statistical genetics & statistical genomics: Where biology, epistemology, statistics, and computation collide. Comput. Stat. Data Anal. 53 (5) (2009)