Hassan-Roland Nasser

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Dr. Ing.

Groupe de recherche

  • 22.00.20.04 Production numérique

Hassan-Roland Nasser

Agroscope
Tänikon
8356 Ettenhausen
Suisse

tél. +41 58 483 95 72

Site Tänikon

Hassan-Roland Nasser

Projets

  • 22.11.17.06.03 Indicateur pour le bien-être et système de clôture virtuelle
  • 22.11.20.04.01 Numérisation dans les cultures
  • 22.11.20.04.02 Accroître l'innovation en matière de télédétection et de Computer Vision

Hassan-Roland Nasser

Informations supplémentaires

I work as a data scientist in the digital production group and I am part of the DataDrive team. I am involved in several project and I am managing the computer vision coordination project (a SFF11 subprojet).

Data science contains a broad spectrum of activities and it is a challenging field, not only because it comes at the interface of computer science and math, but also because:

  • There are a lot of available tools in the market.
  • Working in data science involves having some domain knowledge (often different than our domain knowledge of comfort)
  • The reproducibility and generalizability of created systems and models

 

My main function is to mitigate these difficulties in a research context by contributing to data and machine learning aspects in the projects I am contributing to. Here are few examples of the projects I am working on:

  • Computer vision coordination project: enable and foster computer vision based projects at agroscope by supporting CV based projects and organizing regular meetings and workshops about the topic.
  • Rumex detection using computer vision: in this project, I work on the modelling and the system architecture.
  • Smart irrigation using dendrometers signals over LoraWAN: in this project, I work on signal and data analysis and on implementing the backend routine for automation.
  • Rhythmicity as welfare indicators for ruminants: I develop algorithms (in the context of the DigiRhythm package) and analyze data.

 

Google Scholar: https://scholar.google.fr/citations?user=L97ZODwAAAAJ&hl=en

ORCID: https://orcid.org/0000-0003-1821-3234

Linkedin: https://www.linkedin.com/in/nasserha

DigiRhythm Libray: https://cran.r-project.org/web/packages/digiRhythm/index.html

Smart weed control: https://www.agroscope.admin.ch/agroscope/en/home/topics/economics-technology/smart-farming/smart-weed-control.html