Table of Contents
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