Explainable artificial intelligence for intelligent transportation systems : ethics and applications / / Loveleen Gaur and Biswa Mohan Sahoo
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| Autore: |
Gaur Loveleen
|
| Titolo: |
Explainable artificial intelligence for intelligent transportation systems : ethics and applications / / Loveleen Gaur and Biswa Mohan Sahoo
|
| Pubblicazione: | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2022] |
| ©2022 | |
| Descrizione fisica: | 1 online resource (xx, 90 pages) : illustrations |
| Disciplina: | 006.3 |
| Soggetto topico: | Artificial intelligence |
| Intelligent transportation systems | |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | Intro -- Preface -- Acknowledgments -- Contents -- List of Figures -- List of Tables -- About the Authors -- Abbreviations -- Chapter 1: Introduction to Explainable AI and Intelligent Transportation -- 1.1 Introduction -- 1.2 Intelligent Transportation Systems -- 1.3 AI and Infrastructure to Support ITS -- 1.4 Overview of ITS Applications -- 1.5 XAI in Aviation and Transportation System -- 1.6 Intelligent Transportation Systems Past, Present, and Future -- 1.7 Conclusion -- References -- Chapter 2: Intelligent Transportation Technology Enablers -- 2.1 Introduction -- 2.2 Autonomous Vehicles -- 2.3 HetVNETs -- 2.4 AVNS -- 2.5 FIT -- 2.6 Digital Maps -- 2.7 Conclusion -- References -- Chapter 3: Artificial Intelligent Algorithm Based on Energy Efficient Routing for ITS -- 3.1 Introduction -- 3.2 Background Study -- 3.3 Proposed Work: EER-SHO -- 3.4 Simulation Setting -- 3.5 Simulation Results -- 3.6 Conclusion -- References -- Chapter 4: Intelligent Transportation System: Modern Business Models -- 4.1 Introduction -- 4.2 ITS and Economic Growth -- 4.2.1 COVID-19 and ITS -- 4.3 Impact of ITS Advances on the Industry -- 4.4 ITS Business Models: Ticketing as a Service -- 4.5 Market Trend of ITS -- 4.6 Societal Impact of ITS -- 4.7 Conclusion -- References -- Chapter 5: Explainable AI in ITS: Ethical Concerns -- 5.1 AI and Sustainability -- 5.2 Transportation Network Applications -- 5.2.1 Accidents Detection -- 5.2.2 AI Predictive Models -- 5.2.3 AI in the Airline Industry -- 5.2.4 AI in Security -- 5.2.5 AI in Automatic Vehicle Location -- 5.3 Autonomous Driving Levels and Enablers -- 5.3.1 Level 0: There Is No Automation -- 5.3.2 Level 1: Driver Assistance -- 5.3.3 Level 2: Partial Automation -- 5.3.4 Level 3: Conditional Automation -- 5.3.5 Level 4: High Level of Automation -- 5.3.6 Level 5: Full Automation. |
| 5.4 Personalised Mobility Services and AI -- 5.5 Conclusion -- References. | |
| Titolo autorizzato: | Explainable artificial intelligence for intelligent transportation systems |
| ISBN: | 3-031-09644-4 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910586577703321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |