Published April 2, 2025 | Version v1
Dataset Restricted

FitDrive Vehicular Datasets Cycle 2 (C2: C2.1 and C2.2) Driving in Real Environment

  • 1. ROR icon Mälardalen University

Description

The C2 data was collected from real-time driving. C2 data was obtained from two experiments: one from Rome, Italy (C2.1), and another from León, Spain (C2.2). In C2.1, 19 signals were collected from 9 participants.

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Additional details

Funding

European Commission
FITDRIVE - Monitoring devices for overall FITness of Drivers 953432

References

  • Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification (Nov 2023) Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum IEEE International Conference on System Engineering and Technology (ICSET2023)
  • Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data (Feb 2024) -- Best Paper Award-- Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi 16th International Conference Agents and Artificial Intelligence (ICAART2024)
  • Advanced Hybrid Reasoning and Transfer Learning on Multimodal Data with Transformers (Feb 2025) Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum Springer Nature Computer Science (SNCS)