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Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions

Gennady Andrienko, Natalia Andrienko, Wei Chen, Ross Maciejewski, Ye Zhao
2017 IEEE transactions on intelligent transportation systems (Print)  
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]

Sebnem Rusitschka, Edward Curry
2016 New Horizons for a Data-Driven Economy  
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

Olasupo O. Ajayi, Antoine B. Bagula, Hloniphani C. Maluleke, Isaac A. Odun-Ayo
2021 Sustainability  
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

Zhihan Lv, Chen Zhong, Dingde Jiang
2016 Multimedia tools and applications  
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

Igor Kabashkin, Irina Yatskiv, Mihails Savrasovs
2017 Transport and Telecommunication  
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]

Sina Dabiri, Kevin Heaslip
2018 arXiv   pre-print
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]

Gavin Kemp, Genoveva Vargas-Solar, Catarina Ferreira Da Silva, Parisa Ghodous, Christine Collet
2015 Communications in Computer and Information Science  
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

Hansi Senaratne, Manuel Mueller, Michael Behrisch, Felipe Lalanne, Javier Bustos-Jimenez, Jorn Schneidewind, Daniel Keim, Tobias Schreck
2018 IEEE transactions on intelligent transportation systems (Print)  
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

Kim Hee, Naveed Mushtaq, Hevin Özmen, Marten Rosselli, Roberto V. Zicari, Minsung Hong, Rajendra Akerkar, Sophie Roizard, Rémy Russotto, Tharsis Teoh
2018 Zenodo  
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]

Stephen K. O'Leary, Poppy Siddiqua, Walid A. Hadi, Brian E. Foutz, Michael S. Shur, Lester F. Eastman
2017 Springer Handbook of Electronic and Photonic Materials  
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]

Milad Haghani, Michiel C. J. Bliemer
2021 arXiv   pre-print
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

Azim Eskandarian
2021 IEEE transactions on intelligent transportation systems (Print)  
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]

Heike Mühlhans, Klaus-J Beckmann, Guido Rindsfüser, Rolf Moeckel, Michael Wegener, Dirk Strauch, Jürgen Gräfe
2004 GeoDynamics  
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

H. Chen, F.-Y. Wang, D. Zeng
2004 IEEE transactions on intelligent transportation systems (Print)  
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

Robert P. Loce, Edgar A. Bernal, Wencheng Wu, Raja Bala
2013 Journal of Electronic Imaging (JEI)  
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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