A5056981457- Semantic Web and Ontologies
- Bayesian Modeling and Causal Inference
- Data Quality and Management
- Biomedical Text Mining and Ontologies
- AI-based Problem Solving and Planning
- Spectroscopy and Chemometric Analyses
- Data Management and Algorithms
- Data Mining Algorithms and Applications
- Fermentation and Sensory Analysis
- Business Process Modeling and Analysis
- Advanced Chemical Sensor Technologies
- Rough Sets and Fuzzy Logic
- Polymer Foaming and Composites
- AI in Service Interactions
- Genetics and Plant Breeding
- Microplastics and Plastic Pollution
- Sensory Analysis and Statistical Methods
- Big Data and Business Intelligence
- Wood and Agarwood Research
- Speech and dialogue systems
- Data Visualization and Analytics
- Healthcare Systems and Practices
- Agriculture and Rural Development Research
- Statistical Methods and Applications
- Topic Modeling
Laboratoire Science & technologie du Lait & de l'œuf
2024-2025
Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement
2022-2024
Biopolymères Interactions Assemblages
2024
Institut de Mécanique et d'Ingénierie
2022-2023
Institut Polytechnique de Bordeaux
2022-2023
Institut Agro Montpellier
2022
Centre de Coopération Internationale en Recherche Agronomique pour le Développement
2022
Ingénierie des Agropolymères et Technologies Emergentes
2022
BMW Group (Germany)
2022
Universität Ulm
2022
As global warming and changing market demand reshape agricultural practices, optimising the quality utility of crop products, particularly wheat, is becoming increasingly complex critical. Wheat plays a central role in human animal nutrition, with its influenced by multiple factors at different scales, from grain composition to end-product performance, usually evaluated through sensory evaluation. Understanding relationship between wheat technological essential for improving product value...
Abstract Random Forests (RFs) are a machine learning (ML) technique widely used across industries. The interpretation of given RF usually relies on the analysis statistical values and is often only possible for data analytics experts. To make RFs accessible to experts with no background, we present RfX, Visual Analytics (VA) system RF's decision‐making process. RfX allows interactively analyse properties forest explore compare multiple trees in RF. Thus, its users can identify relationships...
Controlling the dry matter content of cheese is essential to defining performance production.For Emmental-type cheese, has be above but as close possible a minimal value that defined by legislation.The means for achieving target was mostly left discretion experts, who objective based on his expert knowledge and deviation production.To date, prediction indicators, such content, can help cheesemakers improve their production performance.Several Machine Learning models classical statistical...
This data paper presents the values of CO2 solubility at different temperatures and main compositional parameters (protein, fat, moisture, sugars salt content) for food products from categories: dairy products, fishes meats. It is result an extensive meta-analysis gathering results major papers published on domain period 1980 to 2021, presenting composition 81 corresponding 362 measures. For each product, were either extracted directly original source, or open-source databases. dataset has...
Due to the rising amount of plastic waste generated each year, multiple questions are emerging about their harmful long-term effects on environment, eco-systems and human health. One possible strategy mitigate these issues is substitute conventional plastics by materials fully biodegradable in natural conditions, such as poly(3-hydroxybutyrate-co-3-hydroxyvalerate) (PHBV). In order decrease overall cost environmental impact PHBV-based while modulating technical performance, PHBV can be...
With numerous parameters and criteria to take into account, transformation processes are a challenge model reason about. This work can be eased thanks knowledge graphs, which widespread practice for formalising associated with structured specialised vocabulary about given domain. They allow draw semantic relations between concepts, thus offer tools reasoning over complex queries. Yet, some of these queries in might rely on an additional layer hard transcribe: uncertainty. In this article, we...