Recent progress in smart electronic nose technologies enabled with machine learning methods
Machine learning methods enable the electronic nose (E-Nose) for precise odor
identification with both qualitative and quantitative analysis. Advanced machine learning …
identification with both qualitative and quantitative analysis. Advanced machine learning …
Innovative processes in smart packaging. A systematic review
Smart packaging provides one possible solution that could reduce greenhouse gas
emissions. In comparison with traditional packaging, which aims to extend the product's …
emissions. In comparison with traditional packaging, which aims to extend the product's …
DWTLSTM for electronic nose signal processing in beef quality monitoring
The smart packaging system is needed to continuously monitor the quality of beef and
microbial population for both the meat industries as well as end consumers. Moreover …
microbial population for both the meat industries as well as end consumers. Moreover …
Detecting pork adulteration in beef for halal authentication using an optimized electronic nose system
Recently, the issue of food authentication has gained attention, especially halal
authentication, because of cases of pork adulteration in beef. Many studies have developed …
authentication, because of cases of pork adulteration in beef. Many studies have developed …
Noise filtering framework for electronic nose signals: An application for beef quality monitoring
Beef is one of the most popular and widely consumed foodstuffs in the world. Nevertheless,
it can easily decay if not properly treated during distribution and storage. The consumption of …
it can easily decay if not properly treated during distribution and storage. The consumption of …
Development of an integrated soft E-nose for food quality assessment
Food is one of the basic essential elements for human beings. Its quality is directly related to
our physical, emotional, and social well-being. An electronic nose is a non-destructive …
our physical, emotional, and social well-being. An electronic nose is a non-destructive …
[HTML][HTML] Machine learning assisted biosensing technology: An emerging powerful tool for improving the intelligence of food safety detection
Z Zhou, D Tian, Y Yang, H Cui, Y Li, S Ren… - Current Research in …, 2024 - Elsevier
Recently, the application of biosensors in food safety assessment has gained considerable
research attention. Nevertheless, the evaluation of biosensors' sensitivity, accuracy, and …
research attention. Nevertheless, the evaluation of biosensors' sensitivity, accuracy, and …
Information-theoretic ensemble feature selection with multi-stage aggregation for sensor array optimization
In an electronic nose (e-nose) system, the gas sensor array is the key component for
detecting the volatile profile of a sample. An inappropriate sensor combination can lead to …
detecting the volatile profile of a sample. An inappropriate sensor combination can lead to …
Review–Modern Data Analysis in Gas Sensors
Abstract Development in the field of gas sensors has witnessed exponential growth with
multitude of applications. The diverse applications have led to unexpected challenges …
multitude of applications. The diverse applications have led to unexpected challenges …
Differentiating True and False Cinnamon: Exploring Multiple Approaches for Discrimination
This study presents a comprehensive literature review that investigates the distinctions
between true and false cinnamon. Given the intricate compositions of essential oils (EOs) …
between true and false cinnamon. Given the intricate compositions of essential oils (EOs) …