Transformer-BEATS: A Transformer model for time series prediction of dairy milk production
Authors: Vahid Naghashi and Mounir Boukadoum and Baniré Diallo Date: 2024-11-01 Status: Published View External Publication
Archives Publications
You’ve Got A Friend In Me: A Scoping Review on How Personality Traits in Dairy Cows Affects Social Enrichment Response
Authors: Aimee Xu and Marjorie Cellier and Nadège Aigueperse and Elsa Vasseur Date: 2024-11-01 Status: Published View External Publication
Je suis ton amie : Identification des traits de personnalité chez les vaches laitières pour un regroupement optimisé comme forme d’enrichissement social
Authors: Aimee Xu and Marjorie Cellier and Nadège Aigueperse and Elsa Vasseur Date: 2024-10-01 Status: Published View External Publication Dans de nombreuses fermes laitières canadiennes, les vaches sont regroupées par âge ou race, des critères pratiques, mais qui ne garantissent…
Predicting Dairy Milk Yields Using Privileged Information and Heteroscedastic Dropout
Authors: Awa Samaké and Abdoulaye Baniré Diallo Date: 2024-09-01 Status: Published View External Publication
Predicting Dairy Milk Yields Using Privileged Information and Heteroscedastic Dropout
Authors: Awa Samaké and Abdoulaye Baniré Diallo Date: 2024-09-01 Status: Published View External Publication
Introduction à l’intelligence artificielle
Authors: Abdoulaye Baniré Diallo Date: 2024-10-22 Status: Published View External Publication
Enhancing Statistical Power in Animal Behavior Research: A Case Study on Enrichment in Dairy Cows Using Data Augmentation Methods
Authors: Marjorie Cellier and Thomas Gisiger and Abdoulaye Baniré Diallo and Elsa Vasseur Date: 2025-05-01 Status: Published DOI: 10.1038/s41598-025-89891-4 View External Publication Research on animals often faces a critical limitation: small sample sizes limit statistical power, making it challenging to…
A multiscale model for multivariate time series forecasting
Authors: Vahid Naghashi and Mounir Boukadoum and Abdoulaye Banire Diallo Date: 2025-01-01 Journal: Scientific Reports Status: Published DOI: 10.1038/s41598-024-82417-4 View External Publication Transformer based models for time-series forecasting have shown promising performance and during the past few years different Transformer…
AI-powered cow detection in complex farm environments
Authors: Voncarlos Araujo and Ines Rili and Thomas Gisiger and Sebastien Gambs and Elsa Vasseur and Marjorie Cellier and Abdoulaye Baniré Diallo Date: 2025-03-01 Journal: Smart Agricultural Technology Status: Published DOI: doi.org View External Publication Animal welfare has become a…
Alors, on sort? Caractérisation de l’anticipation des vaches laitières pour un accès à l’extérieure
Authors: M. Cellier and N. Aigueperse and E. Vasseur Date: 2023-10-01 Status: Published View External Publication L'accès régulier à une aire d’exercice extérieure peut être vu comme un enrichissement, mais il n’est pas clair comment les vaches le perçoivent. Notre…