Use of principal component analysis (PCA) and hierarchical cluster analysis (HCA) for multivariate association between bioactive compounds and functional …

D Granato, JS Santos, GB Escher, BL Ferreira… - Trends in Food Science …, 2018 - Elsevier
Background The development of statistical software has enabled food scientists to perform a
wide variety of mathematical/statistical analyses and solve problems. Therefore, not only …

Thin layer chromatography in drug discovery process

K Ciura, S Dziomba, J Nowakowska… - … of Chromatography A, 2017 - Elsevier
The review is mainly focused on application of thin layer chromatography (TLC) as simple,
rapid and inexpensive method for lipophilicity assessment. Among separation techniques …

Multi-level comparison of machine learning classifiers and their performance metrics

A Rácz, D Bajusz, K Héberger - Molecules, 2019 - mdpi.com
Machine learning classification algorithms are widely used for the prediction and
classification of the different properties of molecules such as toxicity or biological activity …

Monitoring of free fatty acid content in mixed frying oils by means of LF-NMR and NIR combined with BP-ANN

L Zhao, M Zhang, H Wang, AS Mujumdar - Food Control, 2022 - Elsevier
The free fatty acid (FFA) is an essential indicator to determine the discard point of frying oils,
however, the current detection method of FFA in oil is laborious. This research established …

Life beyond the Tanimoto coefficient: similarity measures for interaction fingerprints

A Rácz, D Bajusz, K Héberger - Journal of cheminformatics, 2018 - Springer
Background Interaction fingerprints (IFP) have been repeatedly shown to be valuable tools
in virtual screening to identify novel hit compounds that can subsequently be optimized to …

Extended similarity indices: the benefits of comparing more than two objects simultaneously. Part 1: Theory and characteristics

RA Miranda-Quintana, D Bajusz, A Rácz… - Journal of …, 2021 - Springer
Quantification of the similarity of objects is a key concept in many areas of computational
science. This includes cheminformatics, where molecular similarity is usually quantified …

Intercorrelation limits in molecular descriptor preselection for QSAR/QSPR

A Rácz, D Bajusz, K Héberger - Molecular informatics, 2019 - Wiley Online Library
QSAR/QSPR (quantitative structure‐activity/property relationship) modeling has been a
prevalent approach in various, overlapping sub‐fields of computational, medicinal and …

State of the art and prospects of methods for determination of lipophilicity of chemical compounds

D Kempińska, T Chmiel, A Kot-Wasik, A Mroz… - TrAC Trends in …, 2019 - Elsevier
Lipophilicity of the compounds is useful to (i) explain their distribution in biological systems,
which is different in plant and in animal organisms,(ii) predict the possible pathways of …

Determination of physicochemical properties of small molecules by reversed-phase liquid chromatography

CF Poole, SN Atapattu - Journal of Chromatography a, 2020 - Elsevier
The physicochemical properties of small molecules that can be determined by retention
measurements in reversed-phase liquid chromatography include solvent-based properties …

Long-Chain 4-Aminoquinolines as Quorum Sensing Inhibitors in Serratia marcescens and Pseudomonas aeruginosa

I Aleksić, S Šegan, F Andric, M Zlatović… - ACS Chemical …, 2017 - ACS Publications
Antibiotic resistance has become a serious global threat to public health; therefore,
improved strategies and structurally novel antimicrobials are urgently needed to combat …