Computational Intelligence Applications in Business Intelligence and Big Data Analytics 1st Edition Vijayan 1351720244 9781351720243

This completed downloadable of Computational Intelligence Applications in Business Intelligence and Big Data Analytics 1st Edition Vijayan Sugumaran

Instant downloaded Computational Intelligence Applications in Business Intelligence and Big Data Analytics 1st Edition Vijayan Sugumaran pdf docx epub after payment.

Product details:

• ISBN 10: 1351720244
• ISBN 13: 9781351720243
• Author: Vijayan Sugumaran

There are a number of books on computational intelligence (CI), but they tend to cover a broad range of CI paradigms and algorithms rather than provide an in-depth exploration in learning and adaptive mechanisms. This book sets its focus on CI based architectures, modeling, case studies and applications in big data analytics, and business intelligence. The intended audiences of this book are scientists, professionals, researchers, and academicians who deal with the new challenges and advances in the specific areas mentioned above. Designers and developers of applications in these areas can learn from other experts and colleagues through this book.

Table of contents:

Part I Introduction

1 Computational Intelligence Paradigms in Business Intelligence and Analytics

Part II Computational 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 Applications of Computational 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

People also search:

international journal of computational intelligence and applications

international journal of computational intelligence and applications scimago

advances in computational intelligence and its applications

international journal of computational intelligence research and applications

bayes rule and its applications in computational intelligence