Publications and communications of Sébastien Franceschini

Dichou, K.* , Nickmilder, C.* , Tedde, A., Franceschini, S., Brostaux, Y., Dufrasne, I., Lessire, F., Glesner, N., & Soyeurt, H. (26 February 2024). Harvesting Insights from the Sky: Satellite-Powered Automation for Detecting Mowing Based on Predicted Compressed Sward Heights. Applied Sciences, 14 (5), 1923. doi:10.3390/app14051923

Scalbert, M., Stiernon, Q., Franceschini, S., Vermeulen, C., Brostaux, Y., Ngwet, R., & Doucet, J.-L. (2023). Not all roads are barriers: Large mammals use logging roads in a timber concession of south-eastern Cameroon. Forest Ecology and Management. doi:10.1016/j.foreco.2023.120910

Soyeurt, H., Gerards, C., Nickmilder, C., Bindelle, J., Franceschini, S., Dehareng, F., Veselko, D., Bertozzi, C., Gengler, N., Marvuglia, A., Bayram, A., & Tedde, A. (04 October 2022). Prediction of Indirect Indicators of a Grass-Based Diet by Milk Fourier Transform Mid-Infrared Spectroscopy to Assess the Feeding Typologies of Dairy Farms. Animals, 12 (19), 2663. doi:10.3390/ani12192663

Soyeurt, H., Nickmilder, C., Franceschini, S., Dehareng, F., Veselko, D., Bertozzi, C., Bindelle, J., Gengler, N., Marvuglia, A., Bayram, A., & Tedde, A. (06 September 2022). Indirect prediction of grass-based diet from milk MIR traits to assess the feeding typology of farms [Paper presentation]. 73rd EAAP annual meeting, Porto, Portugal.

Franceschini, S., Grelet, C., Leblois, J., Gengler, N., & Soyeurt, H. (September 2022). Development of a monitoring tool for metabolic imbalance issues based on Milk Recording data [Poster presentation]. 73rd EAAP annual meeting, Porto, Portugal.

Franceschini, S., Grelet, C., Leblois, J., Gengler, N., Soyeurt, H., & GplusE consortium. (August 2022). Can unsupervised learning methods applied to milk recording big data provide new insights into dairy cow health? Journal of Dairy Science, 105 (8), 6760 - 6772. doi:10.3168/jds.2022-21975

Franceschini, S., Grelet, C., Leblois, J., Gengler, N., & Soyeurt, H. (27 April 2022). A new approach for data processing of Milk Recording data using unsupervised learning [Paper presentation]. Dair'Innov 2022, Namur, Belgium.

Tedde, A., Soyeurt, H., Nickmilder, C., Bindelle, J., Franceschini, S., Dehareng, F., Veselko, D., Bertozzi, C., Gengler, N., Marvuglia, A., & Bayram, A. (27 April 2022). Grazing detection of dairy cows through milk mid-infrared spectrometry analysis using unsupervised clustering of months as proxies [Paper presentation]. Dair'innov, Namur, Belgium.

Grelet, C., Vanden Dries, V., Leblois, J., Wavreille, J., Mirabito, L., Soyeurt, H., Franceschini, S., Gengler, N., Brostaux, Y., HappyMoo Consortium, & Dehareng, F. (13 April 2022). Identification of chronic stress biomarkers in dairy cows. Animal, 16 (5), 100502. doi:10.1016/j.animal.2022.100502

Franceschini, S., Grelet, C., Bertozzi, C., HappyMoo Consortium, GplusE Consortium, Gengler, N., & Soyeurt, H. (September 2021). Developing new quantitative traits related to animal health status using a holistic Big Data Approach [Paper presentation]. 72nd Annual Meeting of the European Federation of Animal Science in Davos, Davos, Switzerland.

Franceschini, S., Leblois, J., Lepot, F., Vanderick, S., Bertozzi, C., Soyeurt, H., & Gengler, N. (June 2020). Assessing animal welfare: Deriving individual welfare phenotypes from existing milk recording data [Poster presentation]. ADSA Virtual Annual Meeting 2020, West Palm Beach - FL, United States.

Franceschini, S. (02 December 2019). Hidden Markov Models (HMM) [Paper presentation]. 2nd HappyMoo Scientific Meeting - Machine Learning Workshop, Namur, Belgium.