Computational Intelligence Applications in Business Intelligence and Big Data Analytics (Hardcover)

Editors

Contributors

Part I INTRODUCTION

1 Computational Intelligence Paradigms in Business Intelligence and Analytics

Part II COMPUTAT IONAL INTELLIGENCE IN BUSINESS INTELLIGENCE AND ANALYTICS

2 Conditional Value at Risk-Based Portfolio Optimization Using Metaheuristic

Approaches

3 Big Data Analysis and Application for Video Surveillance Systems

4 Trends in Mining Biological Big Data

5 Computational Challenges in Group Membership Prediction of Highly

Imbalanced Big Data Sets

Part III DATA ANALYTICS AND PREDICTION MODELS

6 A New Paradigm in Fraud Detection Modeling Using Predictive Models,

Fuzzy Expert Systems, Social Network Analysis, and Unstructured Data

7 Speedy Data Analytics through Automatic Balancing of Big Data in MongoDB

Sharded Clusters

8 Smart Metering as a Service Using Hadoop (SMAASH

9 Service-Oriented Architecture for Big Data and Business Intelligence Analytics

in the Cloud

Part IV A PPLICAT IONS OF COMPUTAT IONAL INTELLIGENCE

10 Rough Set and Neighborhood Systems in Big Data Analysis

11 An Investigation of Fuzzy Techniques in Clustering of Big Data

12 A Survey on Learning Models with Respect to Human Behavior Analysis

for Large-Scale Surveillance Videos

13 Mining Unstructured Big Data for Competitive Intelligence and Business

Intelligence

Index