Can driving patterns predict identity and gender?
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-019-01457-1
Abstract: The advances in vehicle equipment technology enabled us easy and large-scale collection of high-volume vehicle driving data. This data is an important resource for urban area traffic management and vehicle driving support system applications. It… read more here.
Keywords: driving patterns; gender; identity; driving data ... See more keywords
Do drivers reduce their speed when texting on highways? A replication study using European naturalistic driving data
Sign Up to like & getrecommendations! Published in 2020 at "Safety Science"
DOI: 10.1016/j.ssci.2020.104740
Abstract: Abstract Cell phone usage, especially texting while driving is common among drivers globally. Various experimental studies indicate that drivers compensate for the increased demand by reducing speed. However, naturalistic driving data analyses reveal only small… read more here.
Keywords: cell phone; naturalistic driving; study; speed ... See more keywords
Analysis of real driving data to explore travelling needs in relation to hybrid–electric vehicle solutions
Sign Up to like & getrecommendations! Published in 2019 at "Transport Policy"
DOI: 10.1016/j.tranpol.2018.04.009
Abstract: Abstract The paper presents a methodology and an analysis applied to a real-life dataset, which refer to an extended period that lasted more than one year, pertaining to trips undertaken in Europe by more than… read more here.
Keywords: vehicle; analysis real; hybrid electric; driving data ... See more keywords
UJ-FLAC: Unsupervised Joint Feature Learning and Clustering for Dynamic Driving Cycles Construction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3098353
Abstract: Driving cycles construction, which aims to generate various vehicle driving profiles corresponding to typical traffic conditions, plays an important role in the evaluation of vehicle emissions, economy and mileage. Existing methods usually represent the speed-time… read more here.
Keywords: driving cycle; cycles construction; feature; driving cycles ... See more keywords
Steerable Self-driving Data Visualization
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2020.2981464
Abstract: 3 Abstract—In this work, we present a self-driving data visualization system, called DEEPEYE, that automatically generates and recommends 4 visualizations based on the idea of visualization by examples.Wepropose effective visualization recognition techniques to decide which… read more here.
Keywords: self driving; visualization; data visualization; steerable self ... See more keywords
An Individual Driving Behavior Portrait Approach for Professional Driver of HDVs with Naturalistic Driving Data
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/3970571
Abstract: More than 50% major road accidents are caused by risk driving behaviors from professional drivers of Heavy Duty Vehicles (HDVs). The quantitative estimation of driving performance and driving behaviors portrait for professional drivers is helpful… read more here.
Keywords: individual driving; naturalistic driving; driving behavior; driving behaviors ... See more keywords
Requirements for Electric Machine Design based on Operating Points from Real Driving Data in Cities
Sign Up to like & getrecommendations! Published in 2019 at "World Electric Vehicle Journal"
DOI: 10.3390/wevj10040060
Abstract: Increasing environmental awareness leads to the necessity for more efficient powertrains in the future. However, the development of new vehicle concepts generates a trend towards ever shorter development cycles. Therefore, new concepts must be tested… read more here.
Keywords: requirements electric; operating points; real driving; points real ... See more keywords