Data Analytics for Intelligent Transportation Systems
Editat de Mashrur Chowdhury, Kakan Dey, Amy Aponen Limba Engleză Paperback – 6 noi 2024
All fundamentals/concepts presented in this book are explained in the context of ITS. Users will learn everything from the basics of different ITS data types and characteristics to how to evaluate alternative data analytics for different ITS applications. In addition, they will discover how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning.
- Utilizes real ITS examples to facilitate a quicker grasp of materials presented
- Contains contributors from both leading academic and commercial domains
- Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications
- Includes exercise problems in each chapter to help readers apply and master the learned fundamentals, concepts, and techniques
- New to the second edition: Two new chapters on Quantum Computing in Data Analytics and Society and Environment in ITS Data Analytics
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (2) | 551.51 lei 5-7 săpt. | |
ELSEVIER SCIENCE – 6 noi 2024 | 551.51 lei 5-7 săpt. | |
ELSEVIER SCIENCE – 4 apr 2017 | 598.44 lei 5-7 săpt. |
Preț: 551.51 lei
Preț vechi: 815.86 lei
-32% Nou
Puncte Express: 827
Preț estimativ în valută:
105.55€ • 109.90$ • 89.20£
105.55€ • 109.90$ • 89.20£
Carte tipărită la comandă
Livrare economică 28 februarie-14 martie
Preluare comenzi: 021 569.72.76
Specificații
ISBN-13: 9780443138782
ISBN-10: 0443138788
Pagini: 472
Dimensiuni: 191 x 235 mm
Greutate: 0.8 kg
Ediția:2
Editura: ELSEVIER SCIENCE
ISBN-10: 0443138788
Pagini: 472
Dimensiuni: 191 x 235 mm
Greutate: 0.8 kg
Ediția:2
Editura: ELSEVIER SCIENCE
Cuprins
1. Characteristics of Intelligent Transportation Systems and Its Relationship With Data Analytics
2. Data Analytics: Fundamentals
3. Data Science Tools and Techniques to Support Data Analytics in Transportation Applications
4. The Centrality of Data: Data Lifecycle and Data Pipelines
5. Data Infrastructure for Intelligent Transportation Systems
6. Security and Data Privacy of Modern Automobiles
7. Interactive Data Visualization
8. Data Analytics in Systems Engineering for Intelligent Transportation Systems
9. Data Analytics for Safety Applications
10. Data Analytics for Intermodal Freight Transportation Applications
11. Social Media Data in Transportation
12. Machine Learning in Transportation Data Analytics
13. Quantum Computing in Data Analytics, Mashrur Chowdhury
14. Society and Environment in ITS Data Analytics
2. Data Analytics: Fundamentals
3. Data Science Tools and Techniques to Support Data Analytics in Transportation Applications
4. The Centrality of Data: Data Lifecycle and Data Pipelines
5. Data Infrastructure for Intelligent Transportation Systems
6. Security and Data Privacy of Modern Automobiles
7. Interactive Data Visualization
8. Data Analytics in Systems Engineering for Intelligent Transportation Systems
9. Data Analytics for Safety Applications
10. Data Analytics for Intermodal Freight Transportation Applications
11. Social Media Data in Transportation
12. Machine Learning in Transportation Data Analytics
13. Quantum Computing in Data Analytics, Mashrur Chowdhury
14. Society and Environment in ITS Data Analytics