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.
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EditorsContributorsPart I INTRODUCTION1 Computational Intelligence Paradigms in Business Intelligence and AnalyticsPart II COMPUTAT IONAL INTELLIGENCE IN BUSINESS INTELLIGENCE AND ANALYTICS2 Conditional Value at Risk-Based Portfolio Optimization Using MetaheuristicApproaches3 Big Data Analysis and Application for Video Surveillance Systems4 Trends in Mining Biological Big Data5 Computational Challenges in Group Membership Prediction of HighlyImbalanced Big Data SetsPart III DATA ANALYTICS AND PREDICTION MODELS6 A New Paradigm in Fraud Detection Modeling Using Predictive Models,Fuzzy Expert Systems, Social Network Analysis, and Unstructured Data7 Speedy Data Analytics through Automatic Balancing of Big Data in MongoDBSharded Clusters8 Smart Metering as a Service Using Hadoop (SMAASH9 Service-Oriented Architecture for Big Data and Business Intelligence Analyticsin the CloudPart IV A PPLICAT IONS OF COMPUTAT IONAL INTELLIGENCE10 Rough Set and Neighborhood Systems in Big Data Analysis11 An Investigation of Fuzzy Techniques in Clustering of Big Data12 A Survey on Learning Models with Respect to Human Behavior Analysisfor Large-Scale Surveillance Videos13 Mining Unstructured Big Data for Competitive Intelligence and BusinessIntelligenceIndex
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Produktdetaljer
ISBN
9781498761017
Publisert
2017-06-12
Utgiver
Vendor
Auerbach Publishers Inc.
Vekt
860 gr
Høyde
254 mm
Bredde
178 mm
Aldersnivå
UP, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
362