By Iryna Ivchenko, Data Mining & Analytics Researcher | Stabilarity Hub | February 2026 Taxonomic framework overview and field classification Part II: Taxonomy of Data Mining Methods ā Chapter 4 of 20 Annotation The proliferation of data mining techniques over the past three decades has created an urgent need for systematic organization and classification of…
Category: Intellectual Data Analysis
Data Mining Research by Iryna Ivchenko
Data Mining Chapter 2: Evolution of Data Mining Techniques (1960s-2000s)
š Academic Citation: Ivchenko, I. & Ivchenko, O. (2026). Chapter 2: Evolution of Data Mining Techniques (1960s-2000s). Intellectual Data Analysis Series. Odesa National Polytechnic University. DOI: 10.5281/zenodo.18619177 1. Annotation This chapter chronicles the remarkable metamorphosis of data mining techniques across four transformative decades, from the pioneering expert systems of the 1960s to the sophisticated ensemble…
Data Mining Chapter 3: The Modern Era ā Big Data and Intelligent Mining
š Academic Citation: Ivchenko, I. (2026). Data Mining Chapter 3: The Modern Era ā Big Data and Intelligent Mining. Data Mining & Analytics Series. Stabilarity Hub. Table of Contents Annotation Introduction Problem Statement Literature Review Goal of Research Research Content Identified Gaps Suggestions Experiments & Results Conclusions References 1. Annotation This chapter chronicles the revolutionary…
Data Mining Chapter 1: The Genesis of Data Mining ā From Statistics to Discovery
š Academic Citation: Ivchenko, I. & Ivchenko, O. (2026). The Genesis of Data Mining ā From Statistics to Discovery. Intellectual Data Analysis Series. Odessa National Polytechnic University. DOI: 10.5281/zenodo.18749494 Table of Contents Annotation Introduction Problem Statement Literature Review Goal of Research Research Content Identified Gaps Suggestions Experiments & Results Conclusions References 1. Annotation This chapter…