Christos Pylianidis

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Prediction Accuracy

Machine Learning

Location And Orientation

Multiple Linear Regression

Top Venues

Comput. Electron. Agric.

Environ. Model. Softw.

ICPR Workshops (6)

Publications

Michiel G. J. Kallenberg, Bernardo Maestrini, Ron van Bree, Paul Ravensbergen, Christos Pylianidis, Frits van Evert, Ioannis N. Athanasiadis
Integrating processed-based models and machine learning for crop yield prediction. CoRR (2023)
Christos Pylianidis, Val Snow, Hiske Overweg, Sjoukje A. Osinga, John Kean, Ioannis N. Athanasiadis
Simulation-assisted machine learning for operational digital twins. Environ. Model. Softw. 148 (2022)
Christos Pylianidis, Ioannis N. Athanasiadis
Learning latent representations for operational nitrogen response rate prediction. CoRR (2022)
Christos Pylianidis, Sjoukje A. Osinga, Ioannis N. Athanasiadis
Introducing digital twins to agriculture. Comput. Electron. Agric. 184 (2021)
Christos Pylianidis, Val Snow, Dean P. Holzworth, Jeremy Bryant, Ioannis N. Athanasiadis
Location-Specific vs Location-Agnostic Machine Learning Metamodels for Predicting Pasture Nitrogen Response Rate. ICPR Workshops (6) (2020)