Adaptive Business Intelligence
Unlock the power of data in today's dynamic business landscape. Adaptive Business Intelligence systems integrate prediction and optimization to empower decision-makers in rapidly changing environments. This comprehensive guide explores the science and application of advanced techniques, including data mining, predictive modeling, forecasting, optimization, and adaptability. Discover how to address crucial questions: What's likely to happen, and what's the best course of action right now? Featuring insights from leading experts with extensive academic and practical experience, this book covers methods like linear regression, time-series forecasting, decision trees, neural networks, genetic programming, fuzzy systems, and agent-based modeling. Essential reading for business and IT managers, as well as students and researchers seeking a solid introduction to predictive and decision-making science. Key Features: - Combines prediction and optimization for effective decision-making. - Covers a wide range of AI and optimization techniques. - Practical applications for complex business environments. - Suitable for managers, nonspecialists, students, and researchers. Summary: Adaptive Business Intelligence, Springer-Verlag, Hardcover, English, 246 pages, Zbigniew Michalewicz, Martin Schmidt, Matthew Michalewicz, Constantin Chiriac, First edition, 10/11/2006, ISBN 9783540329282.
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Details:Adaptive Business Intelligence
Unlock the power of data in today's dynamic business landscape. Adaptive Business Intelligence systems integrate prediction and optimization to empower decision-makers in rapidly changing environments. This comprehensive guide explores the science and application of advanced techniques, including data mining, predictive modeling, forecasting, optimization, and adaptability. Discover how to address crucial questions: What's likely to happen, and what's the best course of action right now? Featuring insights from leading experts with extensive academic and practical experience, this book covers methods like linear regression, time-series forecasting, decision trees, neural networks, genetic programming, fuzzy systems, and agent-based modeling. Essential reading for business and IT managers, as well as students and researchers seeking a solid introduction to predictive and decision-making science. Key Features: - Combines prediction and optimization for effective decision-making. - Covers a wide range of AI and optimization techniques. - Practical applications for complex business environments. - Suitable for managers, nonspecialists, students, and researchers. Summary: Adaptive Business Intelligence, Springer-Verlag, Hardcover, English, 246 pages, Zbigniew Michalewicz, Martin Schmidt, Matthew Michalewicz, Constantin Chiriac, First edition, 10/11/2006, ISBN 9783540329282.
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Product Description
Unlock the power of data in today's dynamic business landscape. Adaptive Business Intelligence systems integrate prediction and optimization to empower decision-makers in rapidly changing environments. This comprehensive guide explores the science and application of advanced techniques, including data mining, predictive modeling, forecasting, optimization, and adaptability. Discover how to address crucial questions: What's likely to happen, and what's the best course of action right now? Featuring insights from leading experts with extensive academic and practical experience, this book covers methods like linear regression, time-series forecasting, decision trees, neural networks, genetic programming, fuzzy systems, and agent-based modeling. Essential reading for business and IT managers, as well as students and researchers seeking a solid introduction to predictive and decision-making science. Key Features: - Combines prediction and optimization for effective decision-making. - Covers a wide range of AI and optimization techniques. - Practical applications for complex business environments. - Suitable for managers, nonspecialists, students, and researchers. Summary: Adaptive Business Intelligence, Springer-Verlag, Hardcover, English, 246 pages, Zbigniew Michalewicz, Martin Schmidt, Matthew Michalewicz, Constantin Chiriac, First edition, 10/11/2006, ISBN 9783540329282.
Product Specifications
General | |
|---|---|
format | hardback |
Language | eng |
type | textbook |
Brand | Springer-Verlag Berlin and Heidelberg GmbH & Co. K |
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