custom dataset

Authors' own data not from a standing dataset.

134 papers carry this dataset tag, of 5322 that declare a dataset at all (62594 papers carry any topic). Absence here means undeclared, not absent.

Where this appears in the corpus

Most common topics

Papers

Dataset of physiological signals in the use of advanced driver assistance systems (ADAS) ↗ · 2026 · de Castro, Gabriel Martins et al.
A Novel IMU-Based Aggressiveness Index for Driver Behavior Assessment Using Wearable Sensing ↗ · 2026 · Garrosa, María et al.
An EEG dataset for understanding driving expertise from naturalistic urban road experiments. · 2026 · Gong J et al.
Multimodal Phenotyping Dataset of Driving Fatigue ↗ · 2026 · Li, Jiayi et al.
Advanced Driver Safety: A Steering Wheel Prototype for Real-Time Physiological and Kinematic Monitoring ↗ · 2026 · Šmondrk, Maroš et al.
An Experimental Setup for Collecting Physiological Data from Vehicle Drivers ↗ · 2026 · Radev, Hristo et al.
Development and validation of a sensor-integrated smart driving test system for automated, scalable, and objective driver performance evaluation. · 2026 · Sabry, ES et al.
DriE-Cog dataset: A multimodal physiological–behavioural dataset for intelligent driving emergency response ↗ · 2026 · Zhang, Hongqiang et al.
Design and Implementation of a Multimodal Driver Data Collection and Processing Apparatus for Naturalistic Driving Scenarios ↗ · 2025 · Chen, Ke et al.
MMDrive: Multi-Modal Remote Physiological Signal Measurement Dataset for Driver Status Monitoring ↗ · 2025 · Choi, Jiho et al.
Design and Implementation of an Instrumented Motorcycle for a Naturalistic Driving Study in Indonesia ↗ · 2025 · Halim, Winda et al.
A naturalistic trajectory dataset with dense interaction for autonomous driving ↗ · 2025 · Jiang, Xiyan et al.
Analysis of a Driving Simulator’s Steering System for the Evaluation of Autonomous Vehicle Driving · 2025 · Dols, Juan F. et al.
Aerial video & trajectory dataset of vehicles on circular road ↗ · 2025 · Riehl, Kevin et al.
VTD: Visual and Tactile Dataset for Driver State and Behavior Detection ↗ · 2025 · Wang, Jie et al.
Designing a Multi-Modal Vehicle Data Capture System for Forensic Accident Analysis · 2025 · Helmi, Wibowo et al.
RISEE: A Highly Interactive Naturalistic Driving Trajectories Dataset with Human Subjective Risk Perception and Eye-tracking Information ↗ · 2025 · Wu, Xinzheng et al.
Corner Case Dataset for Autonomous Vehicle Testing Based on Naturalistic Driving Data ↗ · 2025 · Zhao, Jian et al.
Privacy, Security, and Reliability for Urban Ambient Sensing with Sensor-Rich Autonomous Vehicles ↗ · 2024 · Aoki, Shunsuke
Modeling a Heavy-duty Vehicle Data Collection Process for Authenticating Driver Identity and Analyzing Driver Behavior Under Duress ↗ · 2024 · Biggs, Tyler et al.
Conception of the C19H2RM-2 prototype based on an embedded camera module for driver state monitoring ↗ · 2024 · Boussaki, Hoda El et al.
Development of a System for Monitoring Driver Comfort via Smartphones ↗ · 2024 · De Palma, Luisa et al.
Practical Self-Supervised Contrastive Driver Maneuver Interaction Learning via Augmenting Inertial Measurement Unit Signals ↗ · 2024 · Deng, Yawen et al.
Using mobile devices for driving test assessment: a study of acceleration and GPS data ↗ · 2024 · Driessen, Tom et al.
Human-Like Behaviour for Automated Vehicles (HLB4AV) Naturalistic Driving Dataset ↗ · 2024 · Igneczi, Gergo Ferenc et al.
OLDER DRIVER REPORTS OF EXPERIENCE WITH SENSORS IN VEHICLES TO RECORD DRIVING BEHAVIOR ↗ · 2024 · Jackson, Kelley L. et al.
A multimodal driver monitoring benchmark dataset for driver modeling in assisted driving automation · 2024 · Nobari, Khazar Dargahi et al.
myEye2Wheeler: A Two-Wheeler Indian Driver Real-World Eye-Tracking Dataset ↗ · 2024 · Kumar, Bhaiya Vaibhaw et al.
Developing a system for the real-time collection and analysis of mobile vehicle emission data ↗ · 2024 · Lin, Yin-Chen et al.
Efficient Smartphone Sensor Analysis for Behavioral Profiling in Transportation Research: A Case Study of Driver and Passenger Classification · 2024 · Lozano, Wilson et al.
SceNDD++: An Enhanced Scenario-based Naturalistic Driving Dataset ↗ · 2024 · Ranjan, Nitya et al.
Automated Vehicle Driver Monitoring Dataset from Real-World Scenarios · 2024 · Sabry, Mohamed et al.
ROStopbox: A Human-Centered Vehicle Environment Data Acquisition System ↗ · 2024 · Schneider, Daniel et al.
Advanced Driver Assistance System-Equipped Vehicle Datasets Collected in Central Ohio: Final Report · 2024 · Seitz, Timothy et al.
Deep InSight: A Driver-State Estimation Platform for Processing Naturalistic Driving Data · 2024 · Sharma, Anuj et al.
Multimodal Dataset Construction and Validation for Driving-Related Anger: A Wearable Physiological Conduction and Vehicle Driving Data Approach ↗ · 2024 · Sun, Lichen et al.
A multimodal physiological dataset for driving behaviour analysis · 2024 · Tao, Xiaoming et al.
An fNIRS dataset for driving risk cognition of passengers in highly automated driving scenarios · 2024 · Zhang, Xiaofei et al.
Driver Identification Using Accelerometers Data and Optimized Dataset Construction: A Naturalistic Driving Study ↗ · 2024 · Zhou, Hongmei et al.
Impacts of Smartphones’ Distraction on Driving Behavior: Naturalistic Data Collection Using A Smartphone Application ↗ · 2023 · Attwa, Mohamed et al.
Validation of scenario-based virtual safety testing using low-cost sensor-based instrumented vehicle ↗ · 2023 · Cheok, Jun Hong et al.
Study protocol for “In-vehicle sensors to detect changes in cognition of older drivers” · 2023 · Tappen, Ruth M. et al.
AutoExp: A Multidisciplinary, Multi-Sensor Framework to Evaluate Human Activities in Self-Driving Cars ↗ · 2023 · Crispim-Junior, Carlos et al.
A Visual Protocol Analysis Method for Collecting Driving Cognitions in Multi-user Driving Simulator Studies ↗ · 2023 · Liang, Ying et al.
Investigating and Developing Methods for Traditional Participant-based Data Collection with Remote Experimenters · 2023 · Miller, Marty
Training Intelligent Driver State Monitoring Systems: Design and Validation of an Experimental Procedure in a Driving Simulator Environment ↗ · 2023 · Presta, Roberta et al.
Autonomous Vehicle Dataset with Real Multi-Driver Scenes and Biometric Data ↗ · 2023 · Rosique, Francisca et al.
Experiment design for Stress data collection while driving in a simulator ↗ · 2023 · Scherz, Wilhelm Daniel et al.
Developing a Portable Data Acquisition System to Study Road User Behavior · 2023 · Vasudevan, Vinod et al.
VTD-Visual and Tactile Database for Driver State and Behavior Perception ↗ · 2023 · Wang, Jie et al.
A data–information–knowledge cycle for modeling driving behavior · 2022 · Al Haddad, Christelle et al.
Over 60,000 km in a year: remotely collecting large-volume high-quality data from a logistics truck · 2022 · Berger, Christian et al.
Methodology for in-the-Wild Driver Monitoring Dataset Formation ↗ · 2022 · Bulygin, Alexandr et al.
A Driver Reaction Time Detection System Design ↗ · 2022 · Cheng, Yuhui et al.
Driving Behavioral Learning Leveraging Sensing Information from Innovation Hub · 2022 · Di, Xuan et al.
Identifying Deviations from Normal Driving Behavior · 2022 · Hananeh Alambeigi, H et al.
Methods and Tools for Monitoring Driver's Behavior · 2022 · Jan, Muhammad Tanveer et al.
A multimodal psychological, physiological and behavioural dataset for human emotions in driving tasks ↗ · 2022 · Li, Wenbo et al.
Multimodal Data Collection System for Driver Emotion Recognition Based on Self-Reporting in Real-World Driving ↗ · 2022 · Oh, Geesung et al.
SceNDD: A Scenario-based Naturalistic Driving Dataset ↗ · 2022 · Prabu, Avinash et al.
Data set for long term driving recording using immersive motion simulation in virtual racing - IMSRace ↗ · 2022 · Vogel, Richard et al.
Smartphone Sensor Dataset for Driver Behavior Analysis ↗ · 2022 · Wawage, Pawan et al.
Smart Steering Sleeve (S3): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring ↗ · 2022 · Ye, Chuwei et al.
Objective Driving Data in the LongROAD Study: An Overview of Changes to Data Collection Procedures from a Datalogger to a Travel App · 2021 · AAA Foundation for Traffic Safety
IoT-based Data Acquisition Unit for aircraft and road vehicle ↗ · 2021 · Andel, Ján et al.
Individualized stress detection using an unmodified car steering wheel · 2021 · Balters, Stephanie et al.
The Design and Integration of a Comprehensive Measurement System to Assess Trust in Automated Driving ↗ · 2021 · Madison, Anna et al.
A Robot Operating System Based Prototype for In-Vehicle Data Acquisition and Analysis ↗ · 2021 · Oliveira, Ana et al.
Low Cost Data Acquisition System for Road-Vehicle Interaction Using Arduino Board ↗ · 2021 · Pal Singh, Harinder et al.
Driver State and Behavior Detection Through Smart Wearables · 2021 · Tavakoli, Arash et al.
PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving · 2021 · Xiao, Pengchuan et al.
Design of Data Acquisition System for Vehicle Driving Simulator ↗ · 2021 · Xu, Wanyou et al.
TOWARD FLEXIBLE DATA COLLECTION OF DRIVING BEHAVIOUR ↗ · 2020 · Ameksa, M. et al.
Managing Big Data for Addressing Research Questions in a Collaborative Project on Automated Driving Impact Assessment · 2020 · Bellotti, Francesco et al.
Measurement data obtained by an instrumented steering wheel for driver model development ↗ · 2020 · Gobbi, Massimiliano et al.
The L3Pilot Data Management Toolchain for a Level 3 Vehicle Automation Pilot · 2020 · Hiller, Johannes et al.
Dataset Construction from Naturalistic Driving in Roundabouts · 2020 · Cuenca, Laura García et al.
Data Acquisition In A Vehicle Instrumentation Course ↗ · 2020 · McDonald, David
Replication Data for: Evaluation of Autonomous Vehicles and Smart Technologies for Their Impact on Traffic Safety and Traffic Congestion [supporting datasets] · 2020 · Miles, James et al.
Data Reduction Solution for Driving Simulator · 2020 · Pawar, Piyush et al.
The development and implementation of driving information collection and recording system for driving behavior analysis ↗ · 2020 · Wu, Chien-Chung
Development of Driver Analysis System to Improve Driving Comfort and to Reduce Mechanical Abrasion in Vehicles ↗ · 2019 · BOGREK, Ahmet et al.
Dataset on powered two wheelers fall and critical events detection ↗ · 2019 · Boubezoul, Abderrahmane et al.
Towards a Viable Autonomous Driving Research Platform · 2019 · Wei, Junqing et al.
Design and Implementation of Vehicle Data real-time Acquisition System ↗ · 2019 · Xie, Peng et al.
Modular design of fatigue detection in naturalistic driving environments ↗ · 2018 · Al-libawy, Hilal et al.
Eliciting Driver Stress Using Naturalistic Driving Scenarios on Real Roads ↗ · 2018 · Baltodano, Sonia et al.
Unsettled Topics Concerning Sensors for Automated Road Vehicles ↗ · 2018 · Beiker, Sven
Detecting Driver Distraction · 2018 · Eskenazi, Maxine et al.
AffectiveROAD system and database to assess driver's attention ↗ · 2018 · Haouij, Neska El et al.
VEHIOT: Design and Evaluation of an IoT Architecture Based on Low-Cost Devices to Be Embedded in Production Vehicles · 2018 · Redondo, Jonatan Pajares et al.
Driver Training Research and Guidelines for Automated Vehicle Technology [supporting datasets] · 2018 · Manser, Michael P. et al.
Advanced Smartphone-Based Sensing with Open-Source Task Automation ↗ · 2018 · Ueberham, Maximilian et al.
Vehicle sensing data acquisition and analysis ↗ · 2018 · Wu, Linna et al.
Smartphone-Based Adaptive Driving Maneuver Detection: A Large-Scale Evaluation Study ↗ · 2017 · Castignani, German et al.
A mobile lifelogging platform to measure anxiety and anger during real-life driving · 2017 · Dobbins, Chelsea et al.
Driver behavior profiling: An investigation with different smartphone sensors and machine learning · 2017 · Ferreira, Jair et al.
Driving Simulator Development with Two Degrees of Freedom Motion for Driver Behavior Study ↗ · 2017 · Mohd Siam, M.F. et al.
Secure and Private Sensing for Driver Authentication and Transportation Safety : Final Report · 2017 · Voris, Jonathan et al.
When to use what data set for your self-driving car algorithm: An overview of publicly available driving datasets ↗ · 2017 · Yin, Hang et al.
On-Road Vehicle Trajectory Collection and Scene-Based Lane Change Analysis: Part I ↗ · 2017 · Zhao, Huijing et al.
Scaling a Real-Time Driving Behaviour Analysis System ↗ · 2016 · Cabral, Bruno
The Driving Behavior Data Acquisition and Identification Based on Vehicle Bus ↗ · 2016 · Hu, Jie et al.
Wearable Sensors in Transportation - Exploratory Advanced Research Program Initial Stage Investigation · 2016 · Machek, Elizabeth et al.
1 year, 1000 km: The Oxford RobotCar dataset · 2016 · Maddern, Will et al.
Advanced vehicular sensing of road artifacts and driver behavior ↗ · 2015 · AbuAli, Najah
Driver Behavior Profiling Using Smartphones: A Low-Cost Platform for Driver Monitoring ↗ · 2015 · Castignani, German et al.
Multi-Modal Biological Driver Monitoring via Ubiquitous Wearable Body Sensor Network ↗ · 2015 · Dehzangi, Omid et al.
Collection and Analysis of Physiological Measures in Driving Research ↗ · 2015 · Gable, Thomas M. et al.
A first look at vehicle data collection via smartphone sensors ↗ · 2015 · Reininger, Michael et al.
Warwick-JLR driver monitoring dataset (DMD) ↗ · 2015 · Taylor, Phillip et al.
Experimental Design for Human-in-the-Loop Driving Simulations · 2014 · Driggs-Campbell, Katherine et al.
Driving Simulator Project · 2014 · Khaddar, Romesh et al.
Employing Smartphones as a Low-Cost Multi Sensor Platform in a Field Operational Test with Electric Vehicles ↗ · 2014 · Pfriem, Matthias et al.
Synchronising Physiological and Behavioural Sensors in a Driving Simulator ↗ · 2014 · Taib, Ronnie et al.
The development of a vehicle operation data acquisition driving simulator ↗ · 2014 · Zhao, Shuanfeng
Vision meets robotics: The KITTI dataset ↗ · 2013 · Geiger, Andreas et al.
enviroCar - Crowd Sourced Traffic and Environment Data for Sustainable Mobility ↗ · 2013 · Jirka, Simon et al.
Driver classification and driving style recognition using inertial sensors ↗ · 2013 · Van Ly, Minh et al.
A feasibility study of the remote data acquisition system on vehicles ↗ · 2013 · Yasuda, Toshihiro et al.
Race-Car Instrumentation for Driving Behavior Studies ↗ · 2011 · Katzourakis, Diomidis et al.
Pilot Study of Instrumentation to Collect Behavioral Data to Identify On-Road Rider Behaviors · 2011 · McLaughlin, Shane B. et al.
Multi-modal real-world driving data collection, transcription, and integration using Bayesian Network ↗ · 2008 · Malta, Lucas et al.
Research and development of electric vehicle data collection and calibration platform based on GPRS and INTERNET ↗ · 2008 · Ji-Hui, Zhuang et al.
Data collection with "UYANIK": too much pain; but gains are coming ↗ · 2007 · Abut, H. et al.
Validation of an Electronic Device for Measuring Driving Exposure ↗ · 2006 · Huebner, Kyla D. et al.
Collection of multimodal data in real-world driving ↗ · 2006 · Kusakawa, Takashi et al.
Methodological Overview of the Drowsy Driver Warning System Field Operational Test ↗ · 2004 · Hanowski, Richard J. et al.
Design of an instrumented vehicle test bed for developing a human centered driver support system ↗ · 2004 · McCall, J.C. et al.
Dynamic Behavioral Data Collection Using an Instrumented Vehicle ↗ · 1999 · Brackstone, M. et al.
Feasibility of a Portable Data Acquisition System for Driver Performance Testing ↗ · 1996 · Carter, Richard J. et al.
An instrumented vehicle for microscopic monitoring of driver behaviour ↗ · 1993 · Brackstone, M. et al.
On-Board Data Acquisition System for Vehicle Research ↗ · 1985 · McDonald, Alan T. et al.
INSTRUMENTATION FOR TRUCK RIDE DATA ↗ · 1966 · DONOGHUE, W.C.