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Information theory and machine learning based authentication of flaxseed oil using portable and handheld vibrational spectroscopy sensors
(SCIENCE PRESS, 2022)
Flaxseed oil is one of the popular edible oils, and its adulteration has become a concern because of its high commodity value. Therefore, there is a need to detect adulterated flaxseeds with a rapid, non-invasive, and ...
Machine learning and domain adaptation to monitor yoghurt fermentation using ultrasonic measurements
(ELSEVIER, 2023)
In manufacturing environments, real-time monitoring of yoghurt fermentation is required to maintain an optimal production schedule, ensure product quality, and prevent the growth of pathogenic bacteria. Ultrasonic sensors ...
Near-infrared spectroscopy and machine learning for classification of food powders during a continuous process
(Elsevier Ltd, 2023)
In food production environments, the wrong powder material is occasionally loaded onto a production line which impacts food safety, product quality, and production economics. The aim of this study was to assess the potential ...