The evolution of chemometrics coupled with near infrared spectroscopy for fruit quality evaluation. II. The rise of convolutional neural networks

J Walsh, A Neupane, A Koirala, M Li… - Journal of Near Infrared …, 2023 - opg.optica.org
The Part 1 prequel to this review evaluated the evolution of modelling techniques used in
evaluation of fruit quality over the past three decades and noted a progression towards the …

Physicochemical analysis and adulteration detection in Malaysia stingless bee honey using a handheld near‐infrared spectrometer

SH Tan, LP Pui, MI Solihin, KS Keat… - Journal of Food …, 2021 - Wiley Online Library
Stingless bee honey is a type of popular honey in Malaysia. In this study, a total of 30
stingless bee honey samples were exclusively collected from the beekeepers, honeybee …

Drug Development Projects Guided by Ethnobotany and Ethnopharmacology Studies

SR Ali, S Kumari, SK Prasad, RS Prasad… - Drug Discovery and …, 2023 - Springer
In order to determine the present state of knowledge on ethnobotany, ethnopharmacology,
and its application to drug development, this work reviews a variety of texts and studies in …

Spectroscopy data calibration using stacked ensemble machine learning

MI Solihin, CJ Yuan, WS Hong, LP Pui… - IIUM Engineering …, 2024 - journals.iium.edu.my
Near infrared spectroscopy (NIRS) is a widely used analytical technique for non-destructive
analysis of various materials including food fraud detection. However, the accurate …

Deep Learning in Estimation of Fruit Attributes Using Near Infrared Spectroscopy

J Walsh - 2024 - acquire.cqu.edu.au
Determining the Dry Matter Content (DMC) of mango fruit is important for assessing harvest
maturity and ensuring the quality of the ripened fruit. Near Infrared (NIR) spectroscopy offers …

Artificial Intelligence and Discovery of Microbial Natural Products

R Hamdy, AM Altaie, EM El-Labbad… - Drug Discovery and …, 2023 - Springer
Natural products (NPs) have a variety of potential medicinal applications as drug or lead
molecules for drug development. NPs are subset of small chemical molecules known as …

Application of visual programming methods to the design of neural networks

EO Yamashkina, SA Yamashkin, OV Platonova… - Data Science and …, 2021 - Springer
In the modern world component development techniques are becoming increasingly
popular. Solving the scientific problem of designing, training and using neural net-works to …

[PDF][PDF] QUALITY ASSESSMENT OF MANGOSTEEN IN DIFFERENT MATURITY STAGES BY HAND-HELD NEAR-INFRARED SPECTROSCOPY

SI Dekat - Malaysian Journal of Analytical Sciences, 2021 - researchgate.net
Quality loss of mangosteen, a tropical fruit, is caused by improper post-harvest handling. A
method that can evaluate mangosteen color along with its physical and chemical properties …