Intelligent Business Analytics : Harnessing the Power of Soft Computing for Data-Driven Insights

Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Preface -- Editors -- List of Contributors -- 1 Soft Computing Paradigms: a Gateway to Intelligent Data Analysis -- 1.1 Introduction -- 1.2 Literature Review -- 1.2.1 Fuzzy Logic -- 1.2.2 Neural Networks -- 1.2.3 Genetic Algorithms -- 1.2.3.1 Choice Help and Upper Hand -- 1.2.4 Foundations of Fuzzy Logic -- 1.2.5 Applications in Decision-making -- 1.2.6 Enhancing Interpretability in Data Analysis -- 1.3 Understanding Neural Networks -- 1.3.1 Learning Complex Relationships in Datasets