Modern and promising data mining algorithms

This article is devoted to an overview of modern and promising algorithms for data mining (IAD). The paper discusses key algorithms for classification, clustering, search for associative rules, time series analysis, dimensionality reduction and text processing. The authors describe the application areas of IAD in various fields, including business, healthcare, finance and manufacturing. Special attention is paid to the prospects for the development of IAD algorithms, such as deep learning, natural language processing, reinforcement learning and process automation.