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Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions
2017
IEEE transactions on intelligent transportation systems (Print)
Preserved Fulltext
In this paper, we describe recent developments in visual analytics that are related to the study of movement and transportation systems and discuss how visual analytics can enable and improve the intelligent ...
utilize the current abundance of multisource and multiform data related to the functionality and use of transportation infrastructure to better support human mobility, interests, and lifestyles. ...
ACKNOWLEDGEMENTS We greatly appreciate the advises on the content and organization of this paper received from M. ...
doi:10.1109/tits.2017.2683539
fatcat:ie3er7ersncyhppoqejegejjfi
Big Data in the Energy and Transport Sectors
[chapter]
2016
New Horizons for a Data-Driven Economy
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analytics of the data from these devices. ...
225 the urban setting where all the complexity and optimization potentials of the energy and transport sectors are focused within a concentrated regional area. ...
Scalable advanced analytics will push the envelope on the state of the art. ...
doi:10.1007/978-3-319-21569-3_13
fatcat:cdtbrbm2mngizalaagewxyayk4
Transport Inequalities and the Adoption of Intelligent Transportation Systems in Africa: A Research Landscape
2021
Sustainability
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In this paper, a systematic review was performed to determine the state of the art of ITS in Africa. ...
The output of this systematic review was then fed into a hybrid multi-criteria model to analyse the research landscape, identify connections between published works and reveal research gaps and inequalities ...
They combined a systematic literature review (to determine the state-of-the-art) with an analysis of the state-of-practice (which gave insight into actual real-world deployments of smart mobility). ...
doi:10.3390/su132212891
fatcat:vxtmvx23praspncwttq7b5l5gi
Guest Editorial: Smart Transportation Based on Multimedia Data Mining
2016
Multimedia tools and applications
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Then it can be seen that further efficient management and deeper analysis of transportation data are the key tasks in developing smart transportation. ...
The advent of new technologies such as the Internet of Things (IoT) and cloud computing has brought opportunities for the development of Smart Transportation. ...
Her research is on spatiotemporal analysis, modeling and visualization, transportation data analysis, parametric modeling, urban simulation. He has applied for 12 China Invention Patents. ...
doi:10.1007/s11042-016-3915-z
fatcat:zxlenionfjfq5dxjyn76ig4kqe
Strategy for Research Development in the University. Case Study of Transport and Telecommunication Institute
2017
Transport and Telecommunication
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Developed research programme should insure sustainable development of TTI as research institution and should raise research capabilities of the organization by planning and further implementation of the ...
The paper represents Transport and Telecommunication Institute research programme for period of time 2016-2020. ...
There is a growing consensus that the state-of-the-art approach to secure ICT is becoming obsolete. ...
doi:10.1515/ttj-2017-0001
fatcat:clifngsxtfd4pgmghysw4472dm
Transport-domain applications of widely used data sources in the smart transportation: A survey
[article]
2018
arXiv
pre-print
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Thirdly, a number of possible future research directions are provided for all types of data sources. ...
Moreover, in order to alleviate the shortcomings pertaining to each single data source and acquire a better understanding of mobility behavior in transportation systems, the data fusion architectures are ...
Potential future research directions A future research direction on prediction of traffic states using the FCD data is to incorporate other factors including (a) prevailing traffic conditions (e.g., percentage ...
arXiv:1803.10902v3
fatcat:tc67qy4x4vbtjb76qi6mbwrqy4
Service Oriented Big Data Management for Transport
[chapter]
2015
Communications in Computer and Information Science
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The objective of our work is to manage and aggregate cloud services for managing big data and assist decision making for transport systems. ...
HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. ...
The state of the art reveals a limited use of predictions from big data analytics for transport-oriented systems. ...
doi:10.1007/978-3-319-27753-0_15
fatcat:5apt652mavgc5anbjzqd2mnloi
Urban Mobility Analysis With Mobile Network Data: A Visual Analytics Approach
2018
IEEE transactions on intelligent transportation systems (Print)
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As an extension to our visual analytics approach, we further introduce space-time prisms with uncertain markers to visually analyze the uncertainty of urban mobility patterns. ...
In this paper, we introduce a novel visual analytics approach for pattern exploration and search in global system for mobile communications mobile networks. ...
Detecting such disparities most often involve surveys and census studies in the state of the art research. ...
doi:10.1109/tits.2017.2727281
fatcat:hjyhotywujarxb2flgjequ7vda
Understanding And Mapping Big Data In Transport Sector
2018
Zenodo
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The improvement in the transport sector should provide efficient logistics of goods, better travel and commuting facilities, and accessibility of the European region. ...
Chapter 4 offers an intensive survey of the various data sources, data producers, and service providers. In addition, cartography was modeled to visualize data flows intuitively. ...
of the state-of-the-art concept in passenger mobility and digitalization technologies. ...
doi:10.5281/zenodo.1465516
fatcat:tqw6cz3uabd75pyuc5wbpxer6u
Electron Transport Within III-V Nitride Semiconductors
[chapter]
2017
Springer Handbook of Electronic and Photonic Materials
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state-of-the-art III-V nitride semiconductor orthodoxy. ...
In particular, we discuss the evolution of the field, compare and contrast results obtained by different researchers, and survey the more recent literature. ...
state-of-the-art III-V nitride semiconductor orthodoxy. ...
doi:10.1007/978-3-319-48933-9_32
fatcat:5k5liwcm3vd3jjngmmk45zqiv4
Structure and temporal evolution of transportation literature
[article]
2021
arXiv
pre-print
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This analysis identifies various major streams of transportation research while determining their approximate time of emergence and duration of activity. ...
Influential and emerging authors of each division are identified. Temporal trends in transportation research are also investigated via document co-citation analysis. ...
Acknowledmengts This research was funded by Australian Research Council grants DP180103718, DP150103299 and DE210101175. ...
arXiv:2107.12639v1
fatcat:ovtmircz5jawhl2cgw7jpussmy
Scanning the Issue
2021
IEEE transactions on intelligent transportation systems (Print)
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Finally, extending from existing studies, it further proposes the future research opportunities and ongoing challenges, such as extending EV related research to EBs, EB charging demand modeling, and EB ...
In recent years, aiming to reduce the metropolitan air pollution caused by fossil fuel-powered vehicles, the electrification of transportation, such as electric vehicles (EVs) and electric buses (EBs), ...
The extensive experimental results on public datasets demonstrate superior performance to the state-of-the-art methods in terms of efficiency and accuracy. ...
doi:10.1109/tits.2020.3044830
fatcat:mmamywaconchdnynve3qm6eip4
Linking Transport and Land Use Planning
[chapter]
2004
GeoDynamics
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incorporating changes of land use, the resulting changes in transport demand, and the impacts of transport on the environment. ...
These modules will be closely linked with the models of daily activity patterns and travel and goods movements modelled in the transport parts of ILUMASS. ...
Acknowledgements The joint research project ILUMASS is supported by a grant from the German Ministry of Education and Research (Bundesministerium für Bildung und Forschung -BMBF).
References ...
doi:10.1201/9781420038101.ch20
fatcat:rrp4k2rlifahjidoglkuizvwny
Intelligence and Security Informatics for Homeland Security: Information, Communication, and Transportation
2004
IEEE transactions on intelligent transportation systems (Print)
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A specific emphasis of this paper is to note various homeland-security-related applications that have direct relevance to transportation researchers and to advocate security informatics studies that tightly ...
He serves on the Editorial Boards of the Journal of Database Management and International Journal of Intelligent Information Technologies. ...
The proceedings of these symposia and several special issues on ISI in academic journals also provide snapshots of the current state of the art in ISI research [3] - [6] . ...
doi:10.1109/tits.2004.837824
fatcat:rsufnsdx2ragtb5izqibloybse
Computer vision in roadway transportation systems: a survey
2013
Journal of Electronic Imaging (JEI)
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A broad review of the literature is complemented by detailed treatment of a few selected algorithms and systems that the authors believe represent the state-of-the-art. © The Authors. ...
The goals of smart transportation networks are quite noble and manifold, including safety, efficiency, law enforcement, energy conservation, and emission reduction. ...
Acknowledgments The authors thank Natesh Manikoth of the Federal Aviation Administration for his insights and many valuable conversations. ...
doi:10.1117/1.jei.22.4.041121
fatcat:chkul4gryvawrbxhaagxhkrita
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