A data classification technique that provides qualitative and quantitative information inspired by the chromatographic separation method of substances

• Published in: Proceedings ... International Conference on Soft Computing & Machine Intelligence ISCMI ... (Online) pp. 106 - 111
• Main Author: Swiecicki, Mariusz
• Format: Conference Proceeding
• Language: English
• Published: IEEE 22.11.2024
• Subjects: chromatographic separation; classification algorithm; Classification algorithms; data mining; Decision making; Distributed databases; Gas chromatography; Landsat; Machine intelligence; natural computing algorithms; Satellites; Thyroid; Vectors
• ISSN: 2640-0146
• DOI: 10.1109/ISCMI63661.2024.10851624

Currently, there are several significant limitations in the issues related to the exploration of large data sets using classical classification methods, the results of which are used in the decision-making process. The first significant limitation in the use of classical classification methods is th...