dms regulation
Regulatory mandates, standards, and policy requiring or specifying driver-monitoring systems in vehicles: Euro NCAP protocols, EU General Safety Regulation (GSR), type-approval rules, and DMS legislative requirements. Unlike dms_validation (technical performance testing of a system) and the detection-algorithm tags (the underlying methods), this concerns the legal and standards framework that compels or governs DMS deployment.
Relevant standards
- Commission Delegated Regulation (EU) 2021/1341 — Commission Delegated Regulation (EU) 2021/1341 of 23 April 2021 supplementing Regulation (EU) 2019/2144 of the European Parliament and of the Council by laying down detailed rules concerning the specific test procedures and technical requirements for the type-approval of motor vehicles with regard to their driver drowsiness and attention warning systems and amending that Regulation
- Commission Delegated Regulation (EU) 2023/2590 — Commission Delegated Regulation (EU) 2023/2590 of 13 July 2023 supplementing Regulation (EU) 2019/2144 of the European Parliament and of the Council by laying down detailed rules concerning the specific test procedures and technical requirements for the type-approval of certain motor vehicles with regard to their advanced driver distraction warning systems and amending that Regulation
- GB/T 39263-2020 — Road vehicles—Advanced driver assistance systems—Terms and definitions
- Regulation (EU) 2019/2144 — Regulation (EU) 2019/2144 of the European Parliament and of the Council on type-approval requirements for motor vehicles and their trailers as regards their general safety and the protection of vehicle occupants and vulnerable road users (General Safety Regulation II)
- UN ECE R182 (draft) — Proposal for a new UN Regulation No. [182] on uniform provisions concerning the approval of motor vehicles with regard to their Driver Drowsiness and Attention Warning (DDAW) system
- UN ECE R183 (draft) — Proposal for a new UN Regulation No. [183] on uniform provisions concerning the approval of a vehicle type with regard to an Advanced Driver Distraction Warning (ADDW) system
Also in Driver State Monitoring (DMS)
Narrow by how the study was done
Counts are papers in this topic that declare the facet — these facets are sparsely declared, so a small number means few papers said, not few papers did. All facets.
Method
63 of 158 declare it
Instruments & Measures
49 of 158 declare it
158 paper(s) · ranked by relevance to this topic
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Analysis of Driver Drowsiness and Attention Warning System Test (EU) 2021/1341 ↗ · 2024 · Cai, Dandan et al. · indexed
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European NCAP Program Developments to Address Driver Distraction, Drowsiness and Sudden Sickness ↗ · 2021 · Fredriksson, Rikard et al. · indexed
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What do we mean by cognitive load? Towards more accurate definition of the term for better identification by driver monitoring systems ↗ · 2023 · Goodridge, Courtney Michael et al. · indexed
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The Role of Bicycles in Driver Assistance Regulations and NCAP - Status and Outlook ↗ · 2022 · Division of Automotive Engineering Federal Highway Research Institute (BASt), Bergisch Gladbach et al. · indexed
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European NCAP Driver State Monitoring Protocols: Prevalence of Distraction in Naturalistic Driving ↗ · 2023 · Mulhall, Megan et al. · indexed
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How to Induce Drowsiness When Testing Driver Drowsiness and Attention Warning (DDAW) Systems ↗ · 2023 · Wörle, Johanna et al. · indexed
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Intelligent driver monitoring systems: a survey of drowsiness detection technologies for road safety ↗ · 2026 · Hassan, Osama F. et al. · indexed
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What makes a ready driver? A deep dive into the measurement and validation of readiness estimation for driver monitoring systems of partially automated (SAE level 2) vehicles ↗ · 2025 · Gonçalves, Rafael Cirino et al. · indexed
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Ocular-Behavioral Metrics for Driver State Classification for Indian Driving Contexts: KSS-Based Evaluation, Conformance and Implementation Challenges ↗ · 2026 · Verma, Harshal et al. · indexed
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Research on the standard status and test methods of driver attention monitoring system ↗ · 2021 · Zhang, Jinchong et al. · indexed
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FMVSS Considerations for Vehicles with Automated Driving Systems: Volume 1 · 2020 · Blanco, Myra et al. · archived
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A Study on the Development of Driver Behavior Simulation Dummy for the Performance Evaluation of Driver Monitoring System ↗ · 2024 · Yae, Jin Hae et al. · indexed
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FMVSS Considerations for Vehicles with Automated Driving Systems: Volume 2 · 2021 · Chaka, Michelle et al. · archived
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Automatic Test Method of Driver Monitoring System (DMS) Based on Video Injection ↗ · 2026 · Wang, Fengjiao et al. · indexed
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Comprehensive Assessment of Driver Monitoring System for Commercial Vehicle Applications Using Innovative Lab Testing Approach ↗ · 2024 · Sudarshan, BV et al. · indexed
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Detecting sleep in drivers during highly automated driving: the potential of physiological parameters ↗ · 2019 · Wörle, Johanna et al. · indexed
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Commercial vehicle safety : technology and practice in Europe · 2000 · Hartman, Kate et al. · archived
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FMVSS Considerations for Vehicles with Automated Driving Systems: Volume 3 · 2025 · Chaka, Michelle et al. · archived
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Driver monitoring systems (DMS): The future of impaired driving management? ↗ · 2021 · Hayley, Amie C. et al. · indexed
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Safety impact of advanced driver assistance systems in Europe in 2030 ↗ · 2025 · Costa, Antonio et al. · indexed
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Comparison of ophthalmological standards applicable to drivers in Poland and the United Kingdom with the European Union recommendations · 2022 · Stopyra, Wiktor · archived
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A Taxonomy of Methods, Techniques and Sensors for Acquisition of Physiological Signals in Driver Monitoring Systems ↗ · 2025 · Petrova, Galidiya et al. · indexed
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A Qualitative Analysis of the German Road Traffic Regulations (StVO) for Automated Driving ↗ · 2025 · Schmid, Dominik et al. · indexed
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A real-time software framework for driver monitoring systems: software architecture and use cases ↗ · 2021 · Ortega Valdivieso, Juan Diego et al. · indexed
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Threat Analysis and Risk Assessment of a Driver Monitoring System ↗ · 2025 · De Santis, Marco et al. · indexed
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Does acceptance of driver monitoring systems differ across countries? A latent profile analysis approach ↗ · 2026 · Öztürk, İbrahim et al. · indexed
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On Formal Specification of Automated Lane Keeping Systems Requirements ↗ · 2025 · Panahi, Masoumeh et al. · indexed
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Test procedure for the evaluation of partially automated driving HMI including driver monitoring systems in driving simulation ↗ · 2024 · Schömig, Nadja et al. · indexed
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Driver Monitoring System using an Embedded Computer Platform ↗ · 2023 · Rimal, Rajesh et al. · indexed
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Vision Zero in EU Policy: An NGO Perspective · 2023 · Townsend, Ellen et al. · archived
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Driver State Monitoring for Decreased Fitness to Drive ↗ · 2020 · Lenné, Michael G. et al. · indexed
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Driving Drowsiness Detection and Proactive Safety Using Deep Learning LSTM multimodal of Vision and Vehicle Signals ↗ · 2025 · Sanikal, Vijayachandar · indexed
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Next-Generation Driver Monitoring Systems: A Review of Multimodal Detection of Distraction, Drowsiness, and Sudden Medical Conditions ↗ · 2026 · Kazum, Hasan A. et al. · indexed
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Practical Considerations in Building a Simulation-Based Driver Monitoring Evaluation System: Focus on Virtual Driver Generation* ↗ · 2025 · Oh, C. et al. · indexed
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Keeping an Eye on Drivers: Survey Exploring Public Acceptance of Driver Monitoring Systems ↗ · 2026 · Large, David et al. · indexed
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How Driver Monitoring System Effectively Alerts Drivers of Partially Automated Vehicles ↗ · 2022 · Jiang, Wen et al. · indexed
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Vision Zero in EU Policy: An NGO Perspective · 2022 · Townsend, Ellen et al. · archived
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Driver State Monitoring Systems– Transferable Knowledge Manual Driving to HAD ↗ · 2015 · Gonçalves, Joel et al. · indexed
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DMS - Driver Monitoring System for License Test Using Machine Learning ↗ · 2024 · Sakthy, S. Susila et al. · indexed
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Active Safety Assessment by Consumer Organizations - Euro NCAP Approach ↗ · 2011 · Dalmau, Josep Maria et al. · indexed
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Coordinating State Policies, Laws, and Regulations for Automated Driving Systems Across New England · 2022 · Rodriguez, Greg et al. · archived
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Comprehnsive Measurement and Evidential Evaluation of Driver Drowsiness and Alertness Warning System ↗ · 2026 · Balasubrahmanyan, Chappagadda et al. · indexed
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A Comprehensive Survey of Driving Monitoring and Assistance Systems ↗ · 2019 · Khan, Muhammad Qasim et al. · indexed
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Wearable biosensor monitoring of driver fatigue in intelligent transport systems: A systematic review and IoT framework · 2026 · Vovk, Yaroslav et al. · archived
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Driver Monitoring Systems: Advances, Challenges, and Future Directions in Noncontact Sensor Technologies: A Review ↗ · 2026 · Rahman, Anima et al. · indexed
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Euro NCAP Safety Tests: Trials Road Cars go through before they Receive a Star Rating ↗ · 2024 · Neamțu, Gheorghe et al. · indexed
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Driver Monitoring Systems in Automated Vehicles for the Older Population ↗ · 2024 · Jestin, Iris et al. · indexed
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Regulatory Frameworks for Testing Automated Vehicles: Comparative Analysis of National Regulations and Key Aspects for a Sustainable Implementation ↗ · 2024 · Schallauer, Dominik et al. · indexed
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Physiological-based Driver Monitoring Systems: A Scoping Review · 2022 · Abdul Razak, Siti Fatimah et al. · archived
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Beyond Detection: Intervention Approaches in Driver State Monitoring Systems ↗ · 2023 · Motnikar, Lenart et al. · indexed
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FMVSS Considerations for Vehicles with Automated Driving Systems: Volume 4 · 2025 · Stowe, Loren et al. · archived
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Training Intelligent Driver State Monitoring Systems: Design and Validation of an Experimental Procedure in a Driving Simulator Environment ↗ · 2023 · Presta, Roberta et al. · indexed
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The Evolution of Driver Monitoring Systems: A Shortened Story on Past, Current and Future Approaches How Cars Acquire Knowledge About the Driver's State ↗ · 2020 · Manstetten, Dietrich et al. · indexed
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Autonomous Vehicles: The Need for a Separate European Legal Framework ↗ · 2020 · Punev, Anastas · indexed
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Drowsiness Mitigation Through Driver State Monitoring Systems: A Scoping Review ↗ · 2024 · Ayas, Suzan et al. · indexed
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From 3D Skeleton Data to Metahuman: An End-to-End Framework of Driver Behavior Classification and Retargeting for Simulation-Based Driver Monitoring System ↗ · 2026 · Kurniadi, Kezia Amanda et al. · indexed
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Review of the Latest Developments in Automotive Safety Standardization for Driving Automation Systems ↗ · 2023 · Debouk, Rami · indexed
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Cost-efficient driver state and road conditions monitoring system for conditional automation ↗ · 2017 · Allamehzadeh, Arman et al. · indexed
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Research On Vehicle-Based Driver Status/Performance Monitoring, Part I · 1996 · Wierwille, Walter W. et al. · archived
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Driver body condition monitoring system based on human-computer interaction · 2024 · Hou, Zhenyang et al. · archived
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Automated Driving and Data Protection: Some Remarks on Fundamental Rights and Privacy ↗ · 2021 · Funta, Ratislav · indexed
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Real-time Driver Monitoring System with Facial Landmark-based Eye Closure Detection and Head Pose Recognition · 2023 · Kim, Dohun et al. · archived
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Optimization Algorithm for Driver Monitoring System using Deep Learning Approach ↗ · 2020 · Yoo, Min Woo et al. · indexed
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National application of the European visual field standards for driving: a survey study ↗ · 2022 · Sudmann, Thea Melsen et al. · indexed
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Smart Driver Monitoring: When Signal Processing Meets Human Factors: In the driver's seat ↗ · 2016 · S. Aghaei, Amirhossein et al. · indexed
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Estimating driver's readiness by understanding driving posture ↗ · 2018 · Yamada, Takahiro et al. · indexed
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Development & Testing of a Camera-Based Driver Monitoring System ↗ · 2024 · Bhagat, Ajinkya et al. · indexed
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Analysis of autonomous vehicle policies. · 2017 · Gibson, Bryan · archived
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Driver Emotion Analytics on In-Vehicle Gesture Control System ↗ · 2022 · Sarla, S M et al. · indexed
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Virtual Test Design and Automated Analysis of Lane Keeping Assistance Systems in Accordance with Euro NCAP Test Protocols ↗ · 2017 · Holland, Michael et al. · indexed
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European Common Standardized Certification Methodology for Road Safety Experts ↗ · 2012 · Polidori, Carlo et al. · indexed
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Industry Internet of Things based Intelligent Driver Monitoring System ↗ · 2023 · Chhabra, Gunjan et al. · indexed
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Real world verbal protocol data analysis of European Rail Traffic Management System train driving and conventional train driving ↗ · 2016 · Naghiyev, A. et al. · indexed
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ADS and Traffic Regulations Voluntary Specifications Development Playbook · 2024 · Garrett, Kyle et al. · archived
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Enhancing In-Cabin Video Experience Using Driver Monitoring IR Camera ↗ · 2025 · HAMMAD, Mohamed SAEED et al. · indexed
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A comparative study of professional competence certification systems in the road transport, in the European Union Countries ↗ · 2025 · Balke, Iwona et al. · indexed
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Dynamics of EU Transport Safety Regulation in the European Policy Process: Differences and Similarities ↗ · 2009 · Fragola, Fleur · indexed
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The peculiarities of legal regulation of technical inspection of vehicles at the present stage ↗ · 2021 · Amelichkin, Aleksei Viktorovich · indexed
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Unmanned Vehicles and Safety in the Context of EU and Slovak Legislation ↗ · 2019 · Mamojková, Mária · indexed
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Research on Driver Emotion Monitoring and Regulation System in Intelligent Assisted Driving ↗ · 2024 · Su, Shujing et al. · indexed
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ISO 26262 RAMS Design of a Jetson Nano-Based Prototype for Non-Contact Vital Signs and Driver Fatigue Monitoring ↗ · 2025 · El Boussaki, Hoda et al. · indexed
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Side Pole Testing, US FMVSS 214 Compared And Contrasted With EURO NCAP Requirements ↗ · 2008 · Travale, David J. et al. · indexed
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Automated Test Case Generation and Virtual Assessment Framework for UN Regulation on Automated Lane Keeping Systems ↗ · 2021 · Tao, Jianbo et al. · indexed
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USDOT guidance summary for connected vehicle deployments : human use approval. · 2016 · Vadakpat, Govind et al. · archived
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Assessment of Safety Standards for Automotive Electronic Control Systems · 2016 · Van Eikema Hommes, Qi · archived
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PRIVACY AND PERSONAL DATA PROTECTION IN SELF-DRIVING CAR: SUGGESTION FOR LEGAL REGULATION IN SERBIA ↗ · 2023 · CVETICANIN, Livija et al. · indexed
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The Interface of Privacy and Data Security in Automated City Shuttles: The GDPR Analysis · 2022 · Benyahya, Meriem et al. · archived
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Train driver experience: A big data analysis of learning and retaining the new ERTMS system ↗ · 2022 · van der Weide, Richard et al. · indexed
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Facilitating Virtual Testing at an Industrial Level by Simulation Data Management ↗ · 2026 · Thiele, Marko et al. · indexed
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Recognition and Pseudonymization of Data Privacy Relevant Areas in Videos for Compliance with GDPR ↗ · 2019 · Hiller, Johannes et al. · indexed
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Styling and Packaging Approach to Meet Pedestrian Upper Leg Requirements as per Euro NCAP Protocol ↗ · 2019 · Mhaskar, Dnyaneshwar et al. · indexed
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Commercial Motor Vehicle Size and Weight Enforcement in Europe ↗ · 2007 · Honefanger, Jeff G et al. · indexed
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Models and scientific tools for regulatory purposes: The case of CO2 emissions from light duty vehicles in Europe ↗ · 2017 · Ciuffo, Biagio et al. · indexed
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Utilizing High Resolution Satellite Imagery for Automated Road Infrastructure Safety Assessments ↗ · 2023 · Brkić, Ivan et al. · indexed
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Implementing the NIS Directive, driving cybersecurity improvements for Essential Services ↗ · 2020 · Wallis, Tania et al. · indexed
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ISO Headform Pedestrian Protection test results comparison at critical bonnet regions ↗ · 2010 · Pereira, Ney Q. · indexed
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A Global Energy Absorber Concept for Combined Pedestrian and IIHS Regulations ↗ · 2006 · Jaarda, E. et al. · indexed
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Advances in the development of common noise assessment methods in Europe: The CNOSSOS-EU framework for strategic environmental noise mapping ↗ · 2014 · Kephalopoulos, Stylianos et al. · indexed
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Integrated Automated System for Monitoring and Alerting Vehicle Pollution ↗ · 2018 · M, Hariprasath. et al. · indexed
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Development of the Worldwide Harmonized Test Procedure for Light-Duty Vehicles ↗ · 2015 · Ciuffo, Biagio et al. · indexed
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Investigation of the Emission Characteristics of Light-Duty Diesel Vehicles in Korea Based on EURO-VI Standards According to Type of After-Treatment System ↗ · 2020 · Kim, Hyung Jun et al. · indexed
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Emergency Medical Dispatch: National Standard Curriculum Ready · 1996 · NHTSA · archived
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The Importance of Standards for Connected and Automated Driving [Connected and Automated Vehicles] ↗ · 2024 · Sjoberg, Katrin · indexed
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Minimum Critical Test Scenario Set Selection for Autonomous Vehicles Prior to First Deployment and Public Road Testing ↗ · 2025 · Tóth, Bálint et al. · indexed
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Part 581, IIHS Damageability and Lower Leg Impact Compliant Bumper - Challenges and Solutions ↗ · 2012 · Nagwanshi, Dhanendra et al. · indexed
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Processus d’ingénierie des exigences dans un environnment à base de modèles selon les normes automobiles ↗ · 2026 · Adedjouma, Morayo · indexed
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The Serious Business of Having Fun: EU Legal Protection for Those Working Online in the Digital Economy ↗ · 2023 · Barnard, Catherine · indexed
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Training of Remotely Piloted Aircraft Operators for Border Surveillance in Ukraine based on the European Union Standards ↗ · 2021 · Katerynchuk, Ivan et al. · indexed
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State-of-the-Art Integration of Decentralized Energy Management Systems into the German Smart Meter Gateway Infrastructure ↗ · 2020 · Kroener, Nils et al. · indexed
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Green Power for Electric Cars. Development of policy recommendations to harvest the potential of electric vehicles ↗ · 2010 · Kampman, B. et al. · indexed
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A Multi-Criteria Decision-Making Framework for the Evaluation of Train Control Information Systems, the Case of ERTMS ↗ · 2019 · Krmac, Evelin et al. · indexed
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Opportunities for European collaboration in armoured vehicles ↗ · 2019 · Kepe, Marta et al. · indexed
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Vessel Traffic Services (VTS) and e-Navigation to safely and efficiently connect Regions · 2020 · Claresta, Gianiti et al. · archived
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Improvement of bumper structure for pedestrian lower leg protection based on Euro-NCAP ↗ · 2011 · Liu, Weihai et al. · indexed
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History’s Slowest Digital Transformation: The Long Road to Flight Data Monitoring ↗ · 2024 · Ott, Michael · indexed
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Collision Between U.S. Discovery and EU General Data Protection Regulation ↗ · 2021 · Cho, Soo-Hye · indexed
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The DPSIR Framework and a Pressure-Oriented Water Quality Monitoring Approach to Ecological River Restoration ↗ · 2012 · Song, Xingqiang et al. · indexed
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Sustainable repurposing of EV batteries: A methodology for certification in the EU ↗ · 2025 · Manaia, João P. et al. · indexed
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OFF-ROAD AUTOMATION TECHNOLOGY IN EUROPEAN AGRICULTURE - STATE OF THE ART AND EXPECTED TRENDS ↗ · 2013 · H. Auernhammer · indexed
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Legal and Safety Aspects of the Application of Automated and Autonomous Vehicles in the Republic of Croatia ↗ · 2025 · Milenković, Melita et al. · indexed
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A Review of the Electric Vehicle Charging Techniques, Standards, Progression and Evolution of EV Technologies in Germany ↗ · 2017 · Ahmad, Aqueel et al. · indexed
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Extending the IBCDE framework to explore barriers and drivers in Indonesia's digital economy ↗ · 2025 · Abdurrahman, Abdurrahman · indexed
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Property regimes and the commodification of geographic information: An examination of Google Street View ↗ · 2016 · León, Luis F Alvarez · indexed
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To what ends? Governmental interests and European Union (non-) intervention in Chad and the Democratic Republic of Congo ↗ · 2013 · Pohl, Benjamin · indexed
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Combining Artificial Neural Network and Driver–Pressure–State–Impact–Response Approach for Evaluating a Mediterranean Lake ↗ · 2023 · Tsitsis, Christos et al. · indexed
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Pourquoi légiférer l’éthique ? Pour apaiser le public ou pour soutenir l’exercice d’une charge publique ? ↗ · 2011 · Bisson, Claude · indexed
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Ukraine’s Integration into the EU Digital Single Market ↗ · 2024 · Yu., Lola Yuliya et al. · indexed
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The Pursuit of Legitimacy as a Key Driver for Public Engagement: The European Parliament Case ↗ · 2012 · Leston-Bandeira, C. · indexed
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EL NUEVO CONSEJO DE GARANTÍAS ESTATUTARIAS DEL ESTATUTO DE AUTONOMÍA DE CATALUÑA COMO INSTRUMENTO DE GARANTÍA DE LOS DERECHOS ↗ · 2008 · ALBERTÍ ROVIRA, ENOCH · indexed
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SOX Smartwatch: Implementing Native Real-Time SOX Compliance Monitoring In Netsuite ERP Systems ↗ · 2025 · Ambati, Ramakrishna · indexed
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The German Debt Brake Approaches for an Improvement of the Technical Design ↗ · 2020 · Lenk, Thomas et al. · indexed
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Linking DPSIR Model and Water Quality Indices to Achieve Sustainable Development Goals in Groundwater Resources ↗ · 2021 · Alexakis, Dimitrios E. · indexed
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Medidas para la reactivación de la economía que afectan al Impuesto sobre la Renta de las Personas Físicas ↗ · 1996 · Alonso Alonso, Roberto · indexed
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Tipificación del delito de trata de personas en Centroamérica, México y España ↗ · 2023 · Mora-Barquero, Alonso · indexed
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Investigating the Influence of Renewable Energy Use and Innovative Investments in the Transportation Sector on Environmental Sustainability—A Nonlinear Assessment ↗ · 2025 · Adgheem, Mohammed Adgheem Alsunousi et al. · indexed
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ECOLOGICAL AND HEALTH EFFECTS OF SPENT OILS TOWARD ENVIRONMENTAL SUSTAINABILITY ↗ · 2026 · SHAKIR, MOHAMMAD ALIFF · indexed
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Genomic evolution of enteric pathogens: mechanisms of pathogenicity and diagnostic innovations ↗ · 2025 · Li, Tao et al. · indexed
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Digital Transformation as a Structural Driver of ESG Performance: Empirical Evidence from Indian Capital Markets ↗ · 2026 · RADHIKA, Radhika et al. · indexed
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