[PDF][PDF] E-nose-based optimized ensemble learning for meat quality classification

LM Abouelmagd - Journal of System and Management Sciences, 2022 - aasmr.org
One of the most important sustainable development goals is eliminating hunger. Meat is an
essential source of protein for the human body, which aids in its health. Because it is a …

Electronic Nose and Neural Network Algorithm for Multiclass Classification of Meat Quality

AF Juannata, DR Wijaya… - … Conference on Data …, 2022 - ieeexplore.ieee.org
Meat is a source of food that contains many nutrients. The nutritional content of meat
consists of fat, calories, trans fat, saturated fat, calcium, protein, vitamin D, vitamin B6 …

[PDF][PDF] Ensemble Learning for Optimizing Classification of Pork Adulteration in Beef Based on Electronic Nose Dataset.

M Malikhah, R Sarno, SI Sabilla - International Journal of …, 2021 - researchgate.net
Pork and beef are the main resources of red meat in the world. However, not everyone can
eat pork because of their religious background or other reasons. Therefore, it is very …

[HTML][HTML] Ensemble machine learning approach for electronic nose signal processing

DR Wijaya, F Afianti, A Arifianto, D Rahmawati… - Sensing and Bio …, 2022 - Elsevier
Electronic nose (e-nose) systems have been reported to be used in many areas as rapid,
low-cost, and non-invasive instruments. Especially in meat production and processing, e …

A Technique Based on Ensemble Machine Learning for The Analysis of Electronic Nose Signals

A Taneja, SK Rajamani, D Shekhawat… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Numerous applications have been documented for electronic nose (e-nose) devices, which
are valued for their speed, affordability, and lack of invasiveness. The e-nose scheme is a …

Random forest algorithm for meat classification and microbial population prediction

S Hanif, DR Wijaya, P Aji - 2022 5th International Conference …, 2022 - ieeexplore.ieee.org
Meat is one of the various protein sources that needed for human body. Now, the
consumption of meat has always increased from year to year due to various factors …

Optimal Feature Selection Algorithm (FSA) for Electronic Nose Signal

RA Putri, SI Sabilla, R Sarno - 2023 1st International …, 2023 - ieeexplore.ieee.org
In E-Nose data, redundancy and overlapping are frequent issues. This is due to the fact that
certain sensors have the same gas target as other sensor gas targets. The goal of this …

Recent development in electronic nose data processing for beef quality assessment

R Sarno, DR Wijaya - … Computing Electronics and Control), 2019 - telkomnika.uad.ac.id
Beef is kind of perishable food that easily to decay. Hence, a rapid system for beef quality
assessment is needed to guarantee the quality of beef. In the last few years, electronic nose …

DWTLSTM for electronic nose signal processing in beef quality monitoring

DR Wijaya, R Sarno, E Zulaika - Sensors and Actuators B: Chemical, 2021 - Elsevier
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 …

Development of an integrated soft E-nose for food quality assessment

KK Pulluri, VN Kumar - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
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 …