By Iryna Ivchenko, Data Mining & Analytics Researcher | Stabilarity Hub | February 2026 Part II: Taxonomy of Data Mining Methods — 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 methodological approaches. This chapter establishes a…
Category: Intellectual Data Analysis
Data Mining Research by Iryna Ivchenko
Data Mining Chapter 2: Evolution of Data Mining Techniques (1960s-2000s)
Chapter 2: Evolution of Data Mining Techniques (1960s-2000s) By Iryna Ivchenko, Data Mining & Analytics Researcher | Stabilarity Hub | 2026-02-11 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 remarkable metamorphosis of data mining techniques…
Data Mining Chapter 3: The Modern Era — Big Data and Intelligent Mining
Chapter 3: The Modern Era — Big Data and Intelligent Mining (2000s-Present) By Iryna Ivchenko, Data Mining & Analytics Researcher | Stabilarity Hub | 2026-02-11 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 transformation…
Data Mining Chapter 1: The Genesis of Data Mining — From Statistics to Discovery
Chapter 1: The Genesis of Data Mining — From Statistics to Discovery By Iryna Ivchenko, Data Mining & Analytics Researcher | Stabilarity Hub | 2026-02-11 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 traces the fascinating journey…