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%
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organization={Wiley Online Library}
}
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pages={1683--1692},
year={2014},
publisher={IEEE}
}
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pages={755--766},
year={2016},
organization={IEEE}
}
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title={Unsupervised trajectory sampling},
author={Pelekis, Nikos and Kopanakis, Ioannis and Panagiotakis, Costas and Theodoridis, Yannis},
booktitle={ECML-PKDD},
pages={17--33},
year={2010},
organization={Springer}
}
@inproceedings{pelekis2009clustering,
title={Clustering trajectories of moving objects in an uncertain world},
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booktitle={ICDM},
pages={417--427},
year={2009},
organization={IEEE}
}
@inproceedings{pelekis2007similarity,
title={Similarity search in trajectory databases},
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booktitle={TIME},
pages={129--140},
year={2007},
organization={IEEE}
}
@article{panagiotakis2011segmentation,
title={Segmentation and sampling of moving object trajectories based on representativeness},
author={Panagiotakis, Costas and Pelekis, Nikos and Kopanakis, Ioannis and Ramasso, Emmanuel and Theodoridis, Yannis},
journal={TKDE},
volume={24},
number={7},
pages={1328--1343},
year={2011},
publisher={IEEE}
}
@article{liu2016smartadp,
title={Smartadp: Visual analytics of large-scale taxi trajectories for selecting billboard locations},
author={Liu, Dongyu and Weng, Di and Li, Yuhong and Bao, Jie and Zheng, Yu and Qu, Huamin and Wu, Yingcai},
journal={TVCG},
volume={23},
number={1},
pages={1--10},
year={2016},
publisher={IEEE}
}
@article{wang2014visual,
title={Visual exploration of sparse traffic trajectory data},
author={Wang, Zuchao and Ye, Tangzhi and Lu, Min and Yuan, Xiaoru and Qu, Huamin and Yuan, Jacky and Wu, Qianliang},
journal={TVCG},
volume={20},
number={12},
pages={1813--1822},
year={2014},
publisher={IEEE}
}
@inproceedings{battle2013dynamic,
title={Dynamic reduction of query result sets for interactive visualizaton},
author={Battle, Leilani and Stonebraker, Michael and Chang, Remco},
booktitle={IEEE International Conference on Big Data},
pages={1--8},
year={2013},
organization={IEEE}
}
@article{shneiderman1984response,
title={Response time and display rate in human performance with computers},
author={Shneiderman, Ben},
journal={ACM Computing Surveys (CSUR)},
volume={16},
number={3},
pages={265--285},
year={1984},
publisher={ACM New York, NY, USA}
}
@inproceedings{zheng2010collaborative,
title={Collaborative location and activity recommendations with GPS history data},
author={Zheng, Vincent W and Zheng, Yu and Xie, Xing and Yang, Qiang},
booktitle={WWW},
pages={1029--1038},
year={2010}
}
@article{zheng2011learning,
title={Learning travel recommendations from user-generated GPS traces},
author={Zheng, Yu and Xie, Xing},
journal={TIST},
volume={2},
number={1},
pages={1--29},
year={2011}
}
@inproceedings{thony2015vector,
title={Vector map constrained path bundling in 3D environments},
author={Th{\"o}ny, Matthias and Pajarola, Renato},
booktitle={Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoStreaming},
pages={33--42},
year={2015}
}
@inproceedings{lampe2011interactive,
title={Interactive visualization of streaming data with kernel density estimation},
author={Lampe, Ove Daae and Hauser, Helwig},
booktitle={IEEE Pacific visualization symposium},
pages={171--178},
year={2011},
organization={IEEE}
}
@inproceedings{scheepens2011interactive,
title={Interactive visualization of multivariate trajectory data with density maps},
author={Scheepens, Roeland and Willems, Niels and van de Wetering, Huub and van Wijk, Jarke J},
booktitle={IEEE Pacific Visualization Symposium},
pages={147--154},
year={2011},
organization={IEEE}
}
@inproceedings{zeng2013visualizing,
title={Visualizing interchange patterns in massive movement data},
author={Zeng, Wei and Fu, Chi-Wing and Arisona, Stefan M{\"u}ller and Qu, Huamin},
booktitle={Computer Graphics Forum},
volume={32},
number={3pt3},
pages={271--280},
year={2013},
organization={Wiley Online Library}
}
@article{von2015mobilitygraphs,
title={Mobilitygraphs: Visual analysis of mass mobility dynamics via spatio-temporal graphs and clustering},
author={Von Landesberger, Tatiana and Brodkorb, Felix and Roskosch, Philipp and Andrienko, Natalia and Andrienko, Gennady and Kerren, Andreas},
journal={TVCG},
volume={22},
number={1},
pages={11--20},
year={2015},
publisher={IEEE}
}
@article{piringer2009multi,
title={A multi-threading architecture to support interactive visual exploration},
author={Piringer, Harald and Tominski, Christian and Muigg, Philipp and Berger, Wolfgang},
journal={TVCG},
volume={15},
number={6},
pages={1113--1120},
year={2009},
publisher={IEEE}
}
@inproceedings{chan2008maintaining,
title={Maintaining interactivity while exploring massive time series},
author={Chan, Sye-Min and Xiao, Ling and Gerth, John and Hanrahan, Pat},
booktitle={IEEE Symposium on Visual Analytics Science and Technology},
pages={59--66},
year={2008},
organization={IEEE}
}
@article{guo2009flow,
title={Flow mapping and multivariate visualization of large spatial interaction data},
author={Guo, Diansheng},
journal={TVCG},
volume={15},
number={6},
pages={1041--1048},
year={2009},
publisher={IEEE}
}
@article{wood2010visualisation,
title={Visualisation of origins, destinations and flows with OD maps},
author={Wood, Jo and Dykes, Jason and Slingsby, Aidan},
journal={The Cartographic Journal},
volume={47},
number={2},
pages={117--129},
year={2010},
publisher={Taylor \& Francis}
}
@article{liu2013vait,
title={VAIT: A visual analytics system for metropolitan transportation},
author={Liu, Siyuan and Pu, Jiansu and Luo, Qiong and Qu, Huamin and Ni, Lionel M and Krishnan, Ramayya},
journal={TITS},
volume={14},
number={4},
pages={1586--1596},
year={2013},
publisher={IEEE}
}
@article{yang2016exploring,
title={Exploring spatial-temporal patterns of urban human mobility hotspots},
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volume={8},
number={7},
pages={674},
year={2016},
publisher={Multidisciplinary Digital Publishing Institute}
}
@article{chae2014public,
title={Public behavior response analysis in disaster events utilizing visual analytics of microblog data},
author={Chae, Junghoon and Thom, Dennis and Jang, Yun and Kim, SungYe and Ertl, Thomas and Ebert, David S},
journal={Computers \& Graphics},
volume={38},
pages={51--60},
year={2014},
publisher={Elsevier}
}
@article{xie2008kernel,
title={Kernel density estimation of traffic accidents in a network space},
author={Xie, Zhixiao and Yan, Jun},
journal={Computers, environment and urban systems},
volume={32},
number={5},
pages={396--406},
year={2008},
publisher={Elsevier}
}
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title={Network density estimation: a GIS approach for analysing point patterns in a network space},
author={Borruso, Giuseppe},
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volume={12},
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pages={377--402},
year={2008},
publisher={Wiley Online Library}
}
@inproceedings{guo2011tripvista,
title={Tripvista: Triple perspective visual trajectory analytics and its application on microscopic traffic data at a road intersection},
author={Guo, Hanqi and Wang, Zuchao and Yu, Bowen and Zhao, Huijing and Yuan, Xiaoru},
booktitle={IEEE Pacific Visualization Symposium},
pages={163--170},
year={2011},
organization={IEEE}
}
@article{hurter2009fromdady,
title={Fromdady: Spreading aircraft trajectories across views to support iterative queries},
author={Hurter, Christophe and Tissoires, Benjamin and Conversy, St{\'e}phane},
journal={TVCG},
volume={15},
number={6},
pages={1017--1024},
year={2009},
publisher={IEEE}
}
@inproceedings{ferreira2013vector,
title={Vector field k-means: Clustering trajectories by fitting multiple vector fields},
author={Ferreira, Nivan and Klosowski, James T and Scheidegger, Carlos E and Silva, Cl{\'a}udio T},
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volume={32},
number={3pt2},
pages={201--210},
year={2013},
organization={Wiley Online Library}
}
@article{rinzivillo2008visually,
title={Visually driven analysis of movement data by progressive clustering},
author={Rinzivillo, Salvatore and Pedreschi, Dino and Nanni, Mirco and Giannotti, Fosca and Andrienko, Natalia and Andrienko, Gennady},
journal={Information Visualization},
volume={7},
number={3-4},
pages={225--239},
year={2008},
publisher={SAGE Publications Sage UK: London, England}
}
@article{andrienko2017clustering,
title={Clustering trajectories by relevant parts for air traffic analysis},
author={Andrienko, Gennady and Andrienko, Natalia and Fuchs, Georg and Garcia, Jose Manuel Cordero},
journal={TVCG},
volume={24},
number={1},
pages={34--44},
year={2017},
publisher={IEEE}
}
@inproceedings{kruger2013trajectorylenses,
title={TrajectoryLenses--a set-based filtering and exploration technique for long-term trajectory data},
author={Kr{\"u}ger, Robert and Thom, Dennis and W{\"o}rner, Michael and Bosch, Harald and Ertl, Thomas},
booktitle={Computer Graphics Forum},
volume={32},
number={3pt4},
pages={451--460},
year={2013},
organization={Wiley Online Library}
}
@article{ferreira2013visual,
title={Visual exploration of big spatio-temporal urban data: A study of new york city taxi trips},
author={Ferreira, Nivan and Poco, Jorge and Vo, Huy T and Freire, Juliana and Silva, Cl{\'a}udio T},
journal={TVCG},
volume={19},
number={12},
pages={2149--2158},
year={2013},
publisher={IEEE}
}
@misc{porto_taxi,
author = {Geolink, Lda.},
editor = {{Geolink, Lda.}},
title = {Taxi Service Trajectory (TST) Prediction Challenge @ ECML/PKDD 2015},
url = {http://www.geolink.pt/ecmlpkdd2015-challenge/dataset.html},
lastchecked = {11.01.2020},
originalyear = {21.07.2015}
}
@misc{tibco_spotfire,
author = {Tibco},
editor = {{Tibco}},
title = {Tibco spotfire},
url = {https://www.tibco.com/products/tibco-spotfire},
lastchecked = {11.01.2020},
originalyear = {}
}
@inproceedings{xu2015diversified,
title={Diversified caching for replicated web search engines},
author={Xu, Chuanfei and Tang, Bo and Yiu, Man Lung},
booktitle={ICDE},
pages={207--218},
year={2015},
organization={IEEE}
}
@inproceedings{agarwal2018subtrajectory,
title={Subtrajectory clustering: Models and algorithms},
author={Agarwal, Pankaj K and Fox, Kyle and Munagala, Kamesh and Nath, Abhinandan and Pan, Jiangwei and Taylor, Erin},
booktitle={PODS},
pages={75--87},
year={2018}
}
@book{cormen2009introduction,
title={Introduction to algorithms},
author={Cormen, Thomas H and Leiserson, Charles E and Rivest, Ronald L and Stein, Clifford},
year={2009},
publisher={MIT press}
}
@inproceedings{tang2017efficient,
title={Efficient motif discovery in spatial trajectories using discrete fr{\'e}chet distance},
author={Tang, Bo and Yiu, Man Lung and Mouratidis, Kyriakos and Wang, Kai},
booktitle={EDBT},
year={2017}
}
@inproceedings{yang2019vaite,
title={Vaite: A Visualization-Assisted Interactive Big Urban Trajectory Data Exploration System},
author={Yang, Chuang and Zhang, Yilan and Tang, Bo and Zhu, Min},
booktitle={ICDE},
pages={2036--2039},
year={2019},
organization={IEEE}
}
%misc
@misc{sz,
title = {Shenzhen taxi trajectory dataset},
howpublished={{http://jtys.sz.gov.cn/}},
year={2020}
}
@misc{pt,
title = {Porto taxi trajectory dataset},
howpublished={\url{http://www.geolink.pt/ecmlpkdd2015-challenge/dataset.html}},
year={2020}
}
@misc{clutter,
title = {Visual clutter},
howpublished={\url{https://infovis-wiki.net/wiki/Visual_Clutter}},
year={2020}
}
@misc{Spotfire,
title = {Spotfire},
howpublished={\url{https://www.tibco.com/products/tibco-spotfire}},
year={2020}
}
@misc{Tableau,
title = {Tableau},
howpublished={\url{https://www.tableau.com/}},
year={2020}
}
@misc{d3,
title = {D3},
howpublished={\url{https://d3js.org/}},
year={2020}
}
@misc{spark,
title = {Apache Spark},
howpublished={\url{https://spark.apache.org/}},
year={2020}
}
@misc{setcover,
title = {Set cover maximization},
howpublished={\url{https://en.wikipedia.org/wiki/Maximum_coverage_problem}},
year={2020}
}
@misc{googlemap,
title = {Google map},
howpublished={\url{https://www.google.com/maps/preview}},
year={2020}
}
@misc{p3,
title = {The open-source graphical library},
howpublished={\url{https://processing.org}},
year={2020}
}
@misc{techreport,
title = {Technical Report},
howpublished={\url{https://acm.sustech.edu.cn/btang/vfgs_tr.pdf}},
year={2020}
}
@inproceedings{andrienko2008spatio,
title={Spatio-temporal aggregation for visual analysis of movements},
author={Andrienko, Gennady and Andrienko, Natalia},
booktitle={IEEE symposium on visual analytics science and technology},
pages={51--58},
year={2008},
organization={IEEE}
}