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Adaptive Business Intelligence

In the modern information era, managers must recognize the competitive opportunities represented by decision-support tools. Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address the fundamental questions: What is likely to happen in the future? And what is the best decision right now? Adaptive Business Intelligence includes elements of data mining, predictive modeling, forecasting, optimization, and adaptability.The authors have considerable academic research backgrounds in artificial intelligence and related fields, combined with years of practical consulting experience in businesses and industries worldwide. In this book they explain the science and application of numerous prediction and optimization techniques, as well as how these concepts can be used to develop adaptive systems. The techniques covered include linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling.This book is suitable for business and IT managers who make decisions in complex industrial and service environments, nonspecialists who want to understand the science behind better predictions and decisions, and students and researchers who need a quick introduction to this field.

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Detail Information
Series Title
Adaptive Business Intelligence
Call Number
300
Publisher
USA : Springer.,
Collation
MBA
Language
English
ISBN/ISSN
9783540329282, 3-540-32928-5
Classification
300
Content Type
text
Media Type
computer
Carrier Type
computer card
Edition
13th
Subject(s)
Adaptive Business Intelligence
Specific Detail Info
Adaptive Business Intelligence
Statement of Responsibility
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No other version available

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