Computational Intelligence Applications in Business and Big Data Analytics Ed by Vijayan Sugumaran, Arun Kumar Sangaiah and Arunkumar Thangavelu - Boca Raton CRC Press 2017 - 362p


Part I: Introduction
1.Computational Intelligence Paradigms In Business Intelligence And Analytics / Arunkumar Thangavelu

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

9781498761017


Information Technology - Management
Computational Intelligence
Big Data

658.4038 / COM

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