Engineering analytics : advances in research and applications /: advances in research and applications. (2021)

• Record Type: Book
• Further Information: Note: Edited by Luis Rabelo, Edgar Gutierrez-Franco, Alfonso Sarmiento, Christopher Mejía-Argueta.
• Editors: Rabelo Mendizabal, Luis C (Luis Carlos), 1960-; Gutierrez-Franco, Edgar; Sarmiento, Alfonso; Mejía-Argueta, Christopher
• Contents: Section 1: Introduction to Analytics. 1. Evolution of Data Analytics in the Last Decades. 2. Business Analytics Life-Cycle. 3. Main Organizational Paradigms Related to Analytics. Section 2: Visual Analytics. 4. Logistics Observatories. 5. Commercial Systems - Tableau, Power BI. 6. Types of Graphs. 7. Definition of Key Performance Indicators. 8. Case Studies. Section 3: Descriptive Analytics. 9. Probability Distributions. 10. Covariance and Correlation. 11. Linear and Non-Linear Regression. 12. Dimension Reduction. 13. Case Studies. Section 4: Predictive and Prescriptive Analytics. 14. Neural Networks and Support Vector Machines. 15. Discrete, Dynamic and Agent-Based Simulation. 16. Mathematical Modeling, Deterministic and Stochastic Optimization. 17. Case Studies. Section 5: Strategic Implications of Analytics. 18. Strategic Maps. 19. Balanced Scorecard. 20. Scenario Analysis.
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 620.00285; Industrial engineering -- Data processing
• Languages: English
• ISBNs: 9781000453768
• Related ISBNs: 9781000453751
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.