دانلود کتاب Computational Intelligence Applications in Business Intelligence and Big Data Analytics

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Content: 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