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Fundamental Notions and Applications of Symbiotic Recursive Pulsative Systems / Marta Franova and Yves Kodratoff -- Cognitive Computing: Quo Vadis? / Anastassia Lauterbach -- Digital Transformations Imperatives: Predictive Goal Processes for Business Model Innovation / Cyrus F. Nourani and...
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The growing availability of data and recent developments in optimization methods and machine learning have led to a revolution in modern business analytics. In this Ph.D. dissertation, we propose two frameworks based on mixed-integer optimization that advance business analytics in the context of...
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1. Introduction -- 2. Basic Statistics and Functions using R -- 3. Regression Fundamentals -- 4. Simple Linear Regression -- 5. Multiple Regression -- 6. Estimation Intervals and Analysis of Variance -- 7. Predictor Variable Transformations -- 8. Model Diagnostics -- 9. Variable Selection.
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This book presents selected proceedings of the International Conference on Business Analytics in Practice (ICBAP2024), which was held on January 8-11, 2024, at the University of Sharjah, UAE. The book presents advanced modeling and examples to explore the practical applications of business...
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