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How similar are two-unit bicycle and motorcycle crashes?

Narelle Haworth, Ashim Kumar Debnath
2013 Accident Analysis and Prevention  
of both motorized and non-motorized two-wheelers.  ...  The crash types, patterns of fault and factors affecting fault were generally similar for bicycle and motorcycle crashes.  ...  Conclusions The crash types, patterns of fault and factors affecting fault are generally similar for two-unit bicycle and motorcycle crashes.  ... 
doi:10.1016/j.aap.2013.04.014 pmid:23689202 fatcat:3tkn3lcatraufh7zed7ccihrmi

Conformity to gender stereotypes, motives for riding and aberrant behaviors of French motorcycle riders

Cécile Coquelet, Marie-Axelle Granié, Jean Griffet
2018 Journal of Risk Research  
Furthermore, competition motives were also mediators between masculinity and aberrant behaviors, except for personal protective equipment negligence.  ...  Declared aberrant behaviors, conformity to gender stereotypes and motives to ride a motorcycle were investigated among 2,262 riders of heavy motorcycles, through an Internet survey.  ...  and aberrant behaviors of French motorcycle riders INTRODUCTION In many European countries, powered two-wheelers (PTW, include light and heavy motorcycles) are the vehicle category where road risk is  ... 
doi:10.1080/13669877.2018.1454494 fatcat:mqvmsqipjnfqlgakqsyguxce2i

Personalized travel mode detection with smartphone sensors

Xing Su, Yuan Yao, Qing He, Jie Lu, Hanghang Tong
2017 2017 IEEE International Conference on Big Data (Big Data)  
alternative with its ever-growing computing, networking, and sensing powers.  ...  Second, careful balancing of the following dimensions (i) user-adaptability, (ii) energy efficiency, and (iii) computation speed.  ...  They focused on two-wheeler and three-wheeler classification with a threshold-based heuristic. However, no pedestrian, cyclist, or subway is considered in that work.  ... 
doi:10.1109/bigdata.2017.8258065 dblp:conf/bigdataconf/SuYHLT17 fatcat:lfiv7ufbgba7vgq36tetije43q

Table of contents

2019 2019 International Conference on Automation, Computational and Technology Management (ICACTM)  
Engine Fueled with Ethanol as an Alternative Fuel Prateek Chaturvedi, Anish Gupta Paper id 001 412 2 Analysis and Proposed Fabrication of Two-Wheeler Hybrid Chassis Prateek Chaturvedi, Anish Gupta  ...  Comparative Study of Different Bridge Fault Current Limiters Applied in Doubly Fed Induction Generator for Improvement of Fault Ride-Through Capability Afroz Mokarim, Bharti Dwivedi and Preeti Verma Paper  ... 
doi:10.1109/icactm.2019.8776757 fatcat:i3f2ft3ftvbkxg6au7ohcf6uom

Smart Road Accident Detection using IoT Application

Shubham Mathur, Karishma Verma, Aayushi Priya
Road accidents rates are very high nowadays, especially two wheelers. Timely medical aid can help in saving lives.  ...  Ferhat Attal et al., [10] developed a methodology for riding patterns recognition based on a machine learning framework.  ...  ., [11] presented a methodology that uses both acceleration and angular velocity signals to detect a fall of Powered Two Wheelers (PTW).  ... 
doi:10.24113/ijoscience.v5i6.241 fatcat:svlwiaa2xvf5lbxdnzrwwcmc4u

Investigating Maturity Requirements to Operate Mobility as a Service: The Rome Case

Maria Vittoria Corazza, Giordano Carassiti
2021 Sustainability  
are outlined and elaborated, with the research goal to advance knowledge in this field, especially for decision-makers and potential stakeholders who might perceive MaaS as a too-demanding option for  ...  The lesson learnt is that MaaS might be operationally (or technically) feasible even in challenging contexts, like Rome's, but the prerequisite is to create supporting policies, for which a number of actions  ...  Acknowledgments: The Authors wish to thank Daniela Vasari for her valuable support during the business model study. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su13158367 fatcat:x2oelviwuzbbfoeyakzbxgwv5a

Development of a Bike-Sharing System Based on Pedal-Assisted Electric Bicycles for Bogota City

David Florez, Henry Carrillo, Ricardo Gonzalez, Max Herrera, Ronald Hurtado-Velasco, Martha Cano, Sergio Roa, Tatiana Manrique
2018 Electronics  
Such methodology starts with the development of an on-board-computer (OBC) in order to characterize bike-users by collecting a rider's data in real-time.  ...  The reported bike-sharing system also includes the development and implementation of two charging-stations that enable charging the battery on the electric bikes exclusively by using photovoltaic energy  ...  With this information the system performs bike users' trends analysis, recognizes high traffic stations and identifies mobility patterns.  ... 
doi:10.3390/electronics7110337 fatcat:qaxasxtq7rcu3hxco4g72x64vm

TinyML-Based Fall Detection for Connected Personal Mobility Vehicles

Ramon Sanchez-Iborra, Luis Bernal-Escobedo, Jose Santa, Antonio Skarmeta
2022 Computers Materials & Continua  
The considered algorithms have been successfully tested on mass-market low-power units, implying reduced energy consumption, flash footprints and running times, enabling new possibilities for this kind  ...  A new wave of electric vehicles for personal mobility is currently crowding public spaces.  ...  two-wheelers [30] , and the implementation of advanced interaction schemes of personal vehicles with the traffic infrastructure [31] .  ... 
doi:10.32604/cmc.2022.022610 fatcat:2bhjskx7hvdl5hdjltnny3qiry

Using data mining techniques to predict the severity of bicycle crashes

Gabriele Prati, Luca Pietrantoni, Federico Fraboni
2017 Accident Analysis and Prevention  
In the third level of the tree, for 276 this group of opponent vehicle (i.e., cars, powered two wheelers or no opponent vehicle), type of 277 road section segmented the data into two subgroups: in case  ...  According to the results of CHAID analysis, the most important predictors were, Accident Analysis & Prevention 80, 76-88. analysis for the behavioral sciences Erlbaum, Mahwah, NJ.  ... 
doi:10.1016/j.aap.2017.01.008 pmid:28189058 fatcat:srmhme75h5d37mhhwtny7wntiq

Scanning the Issue

Azim Eskandarian
2021 IEEE transactions on intelligent transportation systems (Print)  
Vehicle logo recognition provides an important supplement to vehicle make and model analysis.  ...  The strengths and limitations of current techniques are identified through comparative analysis.  ...  A frequency and energy analysis indicates that a sampling rate of 1 Hz is sufficient to cover relevant dynamics for low-power electric two-wheelers (E2Ws).  ... 
doi:10.1109/tits.2021.3052540 fatcat:wvccn3i32jdaxoov6mibk2tlku

Socio-Demographic Determinants of Road Traffic Fatalities in Women of Reproductive Age in the Republic of Georgia: Evidence from the National Reproductive Age Mortality Study (2014)

Nino Lomia, Nino Berdzuli, Nino Sharashidze, Lela Sturua, Ekaterine Pestvenidze, Maia Kereselidze, Marina Topuridze, Babill Stray Pedersen, Arne Stray Pedersen
2020 International Journal of Women's Health  
Future comprehensive research would be advantageous for further deciphering the differential impact of social determinants on traffic-induced fatalities, as a vital platform for evidence-based remedial  ...  Overall, motorized four-wheeler occupants (78.2%), particularly passengers (71.8%), appeared to be the most common victims of fatal road injuries than pedestrians (20.5%).  ...  Acknowledgments The authors thank the US International Development Agency (USAID) for funding this study and the Letten Foundation for providing financial support for this work.  ... 
doi:10.2147/ijwh.s244437 pmid:32765119 pmcid:PMC7367745 fatcat:6z4bm3izxfgaxmtymtnfc4nxmi

Multi-Modal Data Fusion in Enhancing Human-Machine Interaction for Robotic Applications: A Survey [article]

Tauheed Khan Mohd, Nicole Nguyen, Ahmad Y Javaid
2022 arXiv   pre-print
The survey concludes with a summary of technologies in use for multi-modal systems.  ...  Human-machine interaction has been around for several decades now, with new applications emerging every day.  ...  According to our study, there are still avenues open for research in multimodal fusion while exploring different combinations of input modalities.  ... 
arXiv:2202.07732v2 fatcat:7om2tvpw7beuhckmr5rbypzbze

Mobile Phone Sensing Systems: A Survey

Wazir Zada Khan, Yang Xiang, Mohammed Y Aalsalem, Quratulain Arshad
2013 IEEE Communications Surveys and Tutorials  
More and more organizations and people are discovering how mobile phones can be used for social impact, including how to use mobile technology for environmental protection, sensing, and to leverage just-in-time  ...  Mobile phone sensing is an emerging area of interest for researchers as smart phones are becoming the core communication device in people's everyday lives.  ...  ACKNOWLEDGMENT The authors wish to acknowledge the anonymous reviewers for their valuable comments and special thanks to Jun Zhang & Chao Chen (Deakin University) for helping to prepare this manuscripts  ... 
doi:10.1109/surv.2012.031412.00077 fatcat:vbktgtrkqvc6zdnr2qqqclr7am

Factors affecting modal choice in urban mobility

Yannis Tyrinopoulos, Constantinos Antoniou
2012 European Transport Research Review  
Methods Probit and structural equation models have been estimated, while additional statistical analysis was performed to gain better insight of the commuters' mobility behavior.  ...  Conclusions The paper demonstrated how the results drawn from the analysis can be used for tactical and strategic planning.  ...  Analysis plan The analysis presented in the next section is based on the two main questions of the questionnaire, presented in Table 1 .  ... 
doi:10.1007/s12544-012-0088-3 fatcat:6bgdzag64zbs3lruxccskf7f5m

Understanding the Health Information Sharing Behavior of Social Media Users

Ying Hong, Meng Wan, Zheng Li
2021 Journal of Organizational and End User Computing  
Based on online survey data collected from 616 WeChat users, correlation analysis and structural equation modeling were sequentially performed.  ...  Studies have focused on elucidating the sharing behavior of media users.  ...  The above-mentioned studies are beneficial for understanding the role of social capital on the behavioral patterns of social media users when it comes to information exchange.  ... 
doi:10.4018/joeuc.20210901.oa9 fatcat:yikh25fl4jgq3pciti2b6brjye
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