{"url":"/task/driver-identification","name":"Driver Identification","slug":"driver-identification","description_markdown":null,"categories":[],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":24,"papers_with_code":9,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":1,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[{"url":"/dataset/overall-driving-behavior-recognition-by","name":"Overall-Driving-Behavior-Recognition-By-Smartphone","full_name":"Hamid Reza Eftekhari","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":9,"of":9,"tagged_in_all":24,"items":[{"url":"/paper/characterizing-driving-styles-with-deep","title":"Characterizing Driving Styles with Deep Learning","date":"2016-07-13","arxiv_id":"1607.03611","repositories_listed":2,"syntology":null},{"url":"/paper/continual-learning-for-behavior-based-driver","title":"Continual Learning for Behavior-based Driver Identification","date":"2024-12-14","arxiv_id":"2412.10780","repositories_listed":1,"syntology":null},{"url":"/paper/identifying-key-drivers-of-heatwaves-a-novel","title":"Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection","date":"2024-11-15","arxiv_id":"2411.10108","repositories_listed":1,"syntology":null},{"url":"/paper/driver-identification-by-an-ensemble-of-cnns","title":"Driver Identification by an Ensemble of CNNs Obtained from Majority-Voting Model Selection","date":"2023-10-05","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/discrete-wavelet-transform-for-generative","title":"Discrete Wavelet Transform for Generative Adversarial Network to Identify Drivers Using Gyroscope and Accelerometer Sensors","date":"2022-04-01","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/driving-style-representation-in-convolutional","title":"Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification","date":"2021-02-11","arxiv_id":"2102.05843","repositories_listed":1,"syntology":null},{"url":"/paper/driver-identification-based-on-vehicle","title":"Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network","date":"2019-11-19","arxiv_id":"1911.08030","repositories_listed":1,"syntology":null},{"url":"/paper/know-your-master-driver-profiling-based-anti","title":"Know Your Master: Driver Profiling-based Anti-theft Method","date":"2017-04-18","arxiv_id":"1704.05223","repositories_listed":1,"syntology":null},{"url":"/paper/autoencoder-regularized-network-for-driving","title":"Autoencoder Regularized Network For Driving Style Representation Learning","date":"2017-01-05","arxiv_id":"1701.01272","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}