Predicting multiple taste sensations with a multiobjective machine learning method

L Androutsos, L Pallante, A Bompotas, F Stojceski… - npj Science of …, 2024 - nature.com
Taste perception plays a pivotal role in guiding nutrient intake and aiding in the avoidance of
potentially harmful substances through five basic tastes-sweet, bitter, umami, salty, and sour …

Sensory Profiling and Classification of Greek Olive Oil Varieties Using Principal Component Analysis and Learning Vector Quantization

M Anna, K Klimentia, N Vasileios… - Journal of Sensory …, 2024 - Wiley Online Library
This study aimed to explore whether the three primary sensory attributes—fruitiness,
bitterness, and pungency—could be used to discriminate among seven Greek olive oil …

Machine Learning Model to Selection of Job Applicant Documents to Increase The Human Resources Department Performance

RD Mangruwa, NKS Putri - 2023 5th International …, 2023 - ieeexplore.ieee.org
The planning of the company's existing and future human resource needs is included in the
process of human resource recruitment. The availability of human resources, in terms of both …

A Review of Electronic Tongue for Liquid Classification

S Mohamed, S Khaled, M Dahshan… - 2022 2nd …, 2022 - ieeexplore.ieee.org
The electronic tongue (E-Tongue) is a novel technology that is used for the taste evaluation
of foods. A human taste is determined by the interactions of five basic tastes. Electronic …

A Machine-Learning-based Electronic Tongue for Classifying Milk

S Mohamed, S Khaled, M Dahshan… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Electronic tongues are a novel exciting technology that has already demonstrated their utility
in assessing and forecasting the flavor of beverages and other liquids. Our objective is to …

VirtuousMultiTaste: Predicting Multiple Taste Sensations with a Multi-objective ML-driven Method

L Androutsos, L Pallante, A Bompotas, F Stojceski… - 2023 - chemrxiv.org
Taste perception plays a pivotal role in guiding nutrient intake and aiding in the avoidance of
potentially harmful substances through five basic tastes-sweet, bitter, umami, salty, and sour …

Electronic Tongue based Classification of Mineral Water Samples using Gramian Angular Field and Deep SAE

SK Damarla - Proceedings of the 7th Joint International Conference …, 2024 - dl.acm.org
Time series imaging technique: Gramian Angular Field (GAF), and a deep stacked
Autoencoder (SAE) are employed to develop a multi-class classifier for the classification and …