Diverse Visualization Techniques and Methods of Moving-Object-Trajectory Data: A Review
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Xinming Tang | Haonan Chen | Jing He | Yijin Chen | Yebin Zou | Haonan Chen | Xinming Tang | Yijin Chen | Yebin Zou | Jing He
[1] Erwan Salaün,et al. Aircraft Proximity Maps Based on Data-Driven Flow Modeling , 2011, ArXiv.
[2] Jean-Daniel Fekete,et al. Hierarchical Aggregation for Information Visualization: Overview, Techniques, and Design Guidelines , 2010, IEEE Transactions on Visualization and Computer Graphics.
[3] Vania Bogorny,et al. Weka-STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization , 2011, Trans. GIS.
[4] Swee Chuan Tan,et al. Lost in Translation: The Fundamental Flaws in Star Coordinate Visualizations , 2017, ICCS.
[5] Robert S. Laramee,et al. The State of the Art in Flow Visualisation: Feature Extraction and Tracking , 2003, Comput. Graph. Forum.
[6] Pierre Dragicevic,et al. Rolling the Dice: Multidimensional Visual Exploration using Scatterplot Matrix Navigation , 2008, IEEE Transactions on Visualization and Computer Graphics.
[7] Dino Pedreschi,et al. Visually driven analysis of movement data by progressive clustering , 2008, Inf. Vis..
[8] Robert Weibel,et al. Discovering relative motion patterns in groups of moving point objects , 2005, Int. J. Geogr. Inf. Sci..
[9] Jeffrey Heer,et al. Divided Edge Bundling for Directional Network Data , 2011, IEEE Transactions on Visualization and Computer Graphics.
[10] Leland Wilkinson,et al. Stacking Graphic Elements to Avoid Over-Plotting , 2010, IEEE Transactions on Visualization and Computer Graphics.
[11] Jarke J. van Wijk,et al. Reducing Snapshots to Points: A Visual Analytics Approach to Dynamic Network Exploration , 2016, IEEE Transactions on Visualization and Computer Graphics.
[12] Kang Zhang,et al. Enabling decision trend analysis with interactive scatter plot matrices visualization , 2016, J. Vis. Lang. Comput..
[13] Ben Shneiderman,et al. Tree visualization with tree-maps: 2-d space-filling approach , 1992, TOGS.
[14] A. M. Voorhees,et al. A general theory of traffic movement , 2013 .
[15] Xiaohua Sun,et al. Whisper: Tracing the Spatiotemporal Process of Information Diffusion in Real Time , 2012, IEEE Transactions on Visualization and Computer Graphics.
[16] Zhang Hongxin,et al. Visualizing User Characteristics Based on Mobile Device Log Data , 2016 .
[17] Xiaoru Yuan,et al. Exploring OD patterns of interested region based on taxi trajectories , 2016, J. Vis..
[18] Eser Kandogan,et al. Visualizing multi-dimensional clusters, trends, and outliers using star coordinates , 2001, KDD '01.
[19] Kang Zhang,et al. A collaborative visual analytics of trajectory and transaction data for digital forensics: VAST 2014 Mini-Challenge 2: Award for outstanding visualization and analysis , 2014, 2014 IEEE Conference on Visual Analytics Science and Technology (VAST).
[20] Gennady L. Andrienko,et al. A visual analytics framework for spatio-temporal analysis and modelling , 2013, Data Mining and Knowledge Discovery.
[21] Hong Zhou,et al. Visual Clustering in Parallel Coordinates , 2008, Comput. Graph. Forum.
[22] Gennady L. Andrienko,et al. Composite Density Maps for Multivariate Trajectories , 2011, IEEE Transactions on Visualization and Computer Graphics.
[23] Antony Galton,et al. A taxonomy of collective phenomena , 2009, Appl. Ontology.
[24] Jarke J. van Wijk,et al. Force‐Directed Edge Bundling for Graph Visualization , 2009, Comput. Graph. Forum.
[25] Keke Chen,et al. iVIBRATE: Interactive visualization-based framework for clustering large datasets , 2006, ACM Trans. Inf. Syst..
[26] Christophe Hurter,et al. Visualization, Selection, and Analysis of Traffic Flows , 2016, IEEE Transactions on Visualization and Computer Graphics.
[27] Christophe Hurter,et al. Interactive image-based information visualization for aircraft trajectory analysis , 2014 .
[28] Hans-Christian Hege,et al. Trajectory Density Projection for Vector Field Visualization , 2013, EuroVis.
[29] Thomas Ertl,et al. Spatiotemporal anomaly detection through visual analysis of geolocated Twitter messages , 2012, 2012 IEEE Pacific Visualization Symposium.
[30] Jean-Daniel Fekete,et al. Visualizing dynamic networks with matrix cubes , 2014, CHI.
[31] Ethem Alpaydin,et al. Introduction to machine learning , 2004, Adaptive computation and machine learning.
[32] Rajeev Motwani,et al. Maintaining variance and k-medians over data stream windows , 2003, PODS.
[33] Georges G. Grinstein,et al. DNA visual and analytic data mining , 1997 .
[34] Jing Li,et al. Judging Correlation from Scatterplots and Parallel Coordinate Plots , 2010, Inf. Vis..
[35] Clifton Forlines,et al. Wakame: sense making of multi-dimensional spatial-temporal data , 2010, AVI.
[36] J. Dykes,et al. Visualisation of Origins, Destinations and Flows with OD Maps , 2010 .
[37] M. Sheelagh T. Carpendale,et al. A Descriptive Framework for Temporal Data Visualizations Based on Generalized Space‐Time Cubes , 2017, Comput. Graph. Forum.
[38] Hong Zhou,et al. Geometry-Based Edge Clustering for Graph Visualization , 2008, IEEE Transactions on Visualization and Computer Graphics.
[39] Daniel Weiskopf,et al. Indexed-Points Parallel Coordinates Visualization of Multivariate Correlations , 2018, IEEE Transactions on Visualization and Computer Graphics.
[40] Li Gong,et al. Revealing travel patterns and city structure with taxi trip data , 2016 .
[41] Louise Barrett,et al. Space Transformation for Understanding Group Movement , 2013, IEEE Transactions on Visualization and Computer Graphics.
[42] Helwig Hauser,et al. Visualization of Multi‐Variate Scientific Data , 2009, Comput. Graph. Forum.
[43] Keke Chen,et al. VISTA: Validating and Refining Clusters Via Visualization , 2004, Inf. Vis..
[44] Angus G. Forbes,et al. StretchPlot: Interactive visualization of multi-dimensional trajectory data , 2014, 2014 IEEE Conference on Visual Analytics Science and Technology (VAST).
[45] Seref Sagiroglu,et al. Big data: A review , 2013, 2013 International Conference on Collaboration Technologies and Systems (CTS).
[46] Antony Galton,et al. Classifying Collective Motion , 2009, BMI Book.
[47] Florian Windhager,et al. Once upon a Spacetime: Visual Storytelling in Cognitive and Geotemporal Information Spaces , 2018, ISPRS Int. J. Geo Inf..
[48] David S. Ebert,et al. Spatiotemporal social media analytics for abnormal event detection and examination using seasonal-trend decomposition , 2012, 2012 IEEE Conference on Visual Analytics Science and Technology (VAST).
[49] Keke Chen,et al. Optimizing star-coordinate visualization models for effective interactive cluster exploration on big data , 2014, Intell. Data Anal..
[50] Xiaoru Yuan,et al. Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data , 2016, IEEE Transactions on Visualization and Computer Graphics.
[51] Masashi Toyoda,et al. Word-Clouds in the Sky: Multi-layer Spatio-Temporal Event Visualization from a Geo-Parsed Microblog Stream , 2016, 2016 20th International Conference Information Visualisation (IV).
[52] T. Vicsek,et al. Hierarchical group dynamics in pigeon flocks , 2010, Nature.
[53] E. Wegman. Hyperdimensional Data Analysis Using Parallel Coordinates , 1990 .
[54] William Wright,et al. GeoTime Information Visualization , 2004, IEEE Symposium on Information Visualization.
[55] Tobias Schreck,et al. MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation , 2013, IEEE Transactions on Visualization and Computer Graphics.
[56] Witold Dzwinel,et al. Interactive Data Mining by Using Multidimensional Scaling , 2013, ICCS.
[57] Eser Kandogan. Star Coordinates: A Multi-dimensional Visualization Technique with Uniform Treatment of Dimensions , 2000 .
[58] Gennady L. Andrienko,et al. Visual analytics of movement: An overview of methods, tools and procedures , 2013, Inf. Vis..
[59] Jo Wood,et al. Revealing Patterns and Trends of Mass Mobility Through Spatial and Temporal Abstraction of Origin-Destination Movement Data , 2017, IEEE Transactions on Visualization and Computer Graphics.
[60] Zoubin Ghahramani,et al. Unifying linear dimensionality reduction , 2014, 1406.0873.
[61] Matthew O. Ward,et al. InterRing: an interactive tool for visually navigating and manipulating hierarchical structures , 2002, IEEE Symposium on Information Visualization, 2002. INFOVIS 2002..
[62] J. Stasko,et al. Focus+context display and navigation techniques for enhancing radial, space-filling hierarchy visualizations , 2000, IEEE Symposium on Information Visualization 2000. INFOVIS 2000. Proceedings.
[63] David S. Ebert,et al. Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information , 2018, IEEE Transactions on Visualization and Computer Graphics.
[64] Camilla Forsell,et al. 2D and 3D Representations for Feature Recognition in Time Geographical Diary Data , 2010, Inf. Vis..
[65] Lionel M. Ni,et al. TelCoVis: Visual Exploration of Co-occurrence in Urban Human Mobility Based on Telco Data , 2016, IEEE Transactions on Visualization and Computer Graphics.
[66] Jing Yang,et al. SemanticTraj: A New Approach to Interacting with Massive Taxi Trajectories , 2017, IEEE Transactions on Visualization and Computer Graphics.
[67] W. Tobler. A Model of Geographical Movement , 1981 .
[68] Dirk J. Lehmann,et al. Orthographic Star Coordinates , 2013, IEEE Transactions on Visualization and Computer Graphics.
[69] Shixia Liu,et al. FanLens: A Visual Toolkit for Dynamically Exploring the Distribution of Hierarchical Attributes , 2008, 2008 IEEE Pacific Visualization Symposium.
[70] Karsten Klein,et al. High-Dimensional Data Visualization by Interactive Construction of Low-Dimensional Parallel Coordinate Plots , 2016, J. Vis. Lang. Comput..
[71] Yingcai Wu,et al. PieceStack: Toward Better Understanding of Stacked Graphs , 2016, IEEE Transactions on Visualization and Computer Graphics.
[72] Christian Tominski,et al. Visualization of Trajectory Attributes in Space–Time Cube and Trajectory Wall , 2014 .
[73] Torsten Hägerstraand. WHAT ABOUT PEOPLE IN REGIONAL SCIENCE , 1970 .
[74] Alfred Inselberg,et al. The plane with parallel coordinates , 1985, The Visual Computer.
[75] Li Tu,et al. Density-based clustering for real-time stream data , 2007, KDD '07.
[76] Alexandru Telea,et al. Dynamic multiscale visualization of flight data , 2015, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).
[77] M. Sheelagh T. Carpendale,et al. Tardis: a visual exploration environment for landscape dynamics , 1999, Electronic Imaging.
[78] Thomas Ertl,et al. ScatterBlogs2: Real-Time Monitoring of Microblog Messages through User-Guided Filtering , 2013, IEEE Transactions on Visualization and Computer Graphics.
[79] Furu Wei,et al. Context preserving dynamic word cloud visualization , 2010, 2010 IEEE Pacific Visualization Symposium (PacificVis).
[80] Diansheng Guo,et al. Visual analytics of spatial interaction patterns for pandemic decision support , 2007, Int. J. Geogr. Inf. Sci..
[81] Ben Shneiderman,et al. Visual Information Seeking: Tight Coupling of Dynamic Query Filters with Starfield Displays , 1994 .
[82] Heidrun Schumann,et al. Stacking-Based Visualization of Trajectory Attribute Data , 2012, IEEE Transactions on Visualization and Computer Graphics.
[83] Swee Chuan Tan,et al. Blind spots in Star Coordinate Visualization: Analysis and correction , 2018, Pattern Recognit. Lett..
[84] P. Hanrahan,et al. Flow map layout , 2005, IEEE Symposium on Information Visualization, 2005. INFOVIS 2005..
[85] M. N. Lorenzo,et al. A new circulation type classification based upon Lagrangian air trajectories , 2014, Front. Earth Sci..
[86] Alexandros Labrinidis,et al. Challenges and Opportunities with Big Data , 2012, Proc. VLDB Endow..
[87] Yong Li,et al. A semantic-enhanced trajectory visual analytics for digital forensic , 2015, Journal of Visualization.
[88] T. Saito,et al. Two-tone pseudo coloring: compact visualization for one-dimensional data , 2005, IEEE Symposium on Information Visualization, 2005. INFOVIS 2005..
[89] Tuan M. V. Le,et al. SemVis: Semantic Visualization for Interactive Topical Analysis , 2017, CIKM.
[90] Wolfgang Kienreich,et al. On the Beauty and Usability of Tag Clouds , 2008, 2008 12th International Conference Information Visualisation.
[91] Gennady L. Andrienko,et al. Clustering Trajectories by Relevant Parts for Air Traffic Analysis , 2018, IEEE Transactions on Visualization and Computer Graphics.
[92] Romain Bourqui,et al. Winding Roads: Routing edges into bundles , 2010, Comput. Graph. Forum.
[93] A. Gepdiremen,et al. The effects of dantrolene alone or in combination with nimodipine in glutamate-induced neurotoxicity in cerebellar granular cell cultures of rat pups. , 2001, Pharmacological research.
[94] Peter Dolog,et al. Personalized generation of word clouds from tweets , 2016, J. Assoc. Inf. Sci. Technol..
[95] Hong Zhou,et al. Scattering Points in Parallel Coordinates , 2009, IEEE Transactions on Visualization and Computer Graphics.
[96] Irene Giardina,et al. Collective behavior in animal groups: Theoretical models and empirical studies , 2008, HFSP journal.
[97] Alfred Inselberg,et al. Parallel Coordinates: Visual Multidimensional Geometry and Its Applications , 2003, KDIR.
[98] Ye Zhao,et al. TrajGraph: A Graph-Based Visual Analytics Approach to Studying Urban Network Centralities Using Taxi Trajectory Data , 2016, IEEE Transactions on Visualization and Computer Graphics.
[99] Christophe Hurter,et al. Skeleton-Based Edge Bundling for Graph Visualization , 2011, IEEE Transactions on Visualization and Computer Graphics.
[100] George Baciu,et al. StreamMap: Smooth Dynamic Visualization of High-Density Streaming Points , 2018, IEEE Transactions on Visualization and Computer Graphics.
[101] Natalia Adrienko,et al. Spatial Generalization and Aggregation of Massive Movement Data , 2011 .
[102] Christophe Hurter,et al. Smooth bundling of large streaming and sequence graphs , 2013, 2013 IEEE Pacific Visualization Symposium (PacificVis).
[103] Mats Lind,et al. Evaluating 2D and 3D visualizations of spatiotemporal information , 2010, TAP.
[104] Eric D. Ragan,et al. Using Animation to Alleviate Overdraw in Multiclass Scatterplot Matrices , 2018, CHI.
[105] Jean-Claude Thill,et al. Visual Data Mining in Spatial Interaction Analysis with Self-Organizing Maps , 2009 .
[106] Georges G. Grinstein,et al. Table visualizations: a formal model and its applications , 2000 .
[107] Leland Wilkinson,et al. The History of the Cluster Heat Map , 2009 .
[108] A-Xing Zhu,et al. Interactive visual cluster detection in large geospatial datasets based on dynamic density volume visualization , 2016 .
[109] Marco Helbich,et al. Evaluating the Accuracy and Effectiveness of Criminal Geographic Profiling Methods: The Case of Dandora, Kenya , 2015 .
[110] David S. Ebert,et al. Public behavior response analysis in disaster events utilizing visual analytics of microblog data , 2014, Comput. Graph..
[111] Andreas Kerren,et al. MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering , 2016, IEEE Transactions on Visualization and Computer Graphics.
[112] S. Chainey,et al. GIS and Crime Mapping , 2005 .
[113] Ross Maciejewski,et al. Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions , 2017, IEEE Transactions on Intelligent Transportation Systems.
[114] Jarke J. van Wijk,et al. Flexible Linked Axes for Multivariate Data Visualization , 2011, IEEE Transactions on Visualization and Computer Graphics.
[115] Yu Zheng,et al. Methodologies for Cross-Domain Data Fusion: An Overview , 2015, IEEE Transactions on Big Data.
[116] Vincent Tourre,et al. Event-based semantic visualization of trajectory data in urban city with a space-time cube , 2010 .
[117] Cláudio T. Silva,et al. Vector Field k‐Means: Clustering Trajectories by Fitting Multiple Vector Fields , 2012, Comput. Graph. Forum.
[118] Jason Dykes,et al. Spatially Ordered Treemaps , 2008, IEEE Transactions on Visualization and Computer Graphics.
[119] Xiaoru Yuan,et al. Visual Traffic Jam Analysis Based on Trajectory Data , 2013, IEEE Transactions on Visualization and Computer Graphics.
[120] Ramayya Krishnan,et al. VAIT: A Visual Analytics System for Metropolitan Transportation , 2013, IEEE Transactions on Intelligent Transportation Systems.
[121] Ye Zhao,et al. Visualizing Hidden Themes of Taxi Movement with Semantic Transformation , 2014, 2014 IEEE Pacific Visualization Symposium.
[122] Peng Gao,et al. Discovering Spatial Patterns in Origin‐Destination Mobility Data , 2012, Trans. GIS.
[123] Wei Zeng,et al. Visualizing Waypoints‐Constrained Origin‐Destination Patterns for Massive Transportation Data , 2016, Comput. Graph. Forum.
[124] Yijin Chen,et al. 4D Time Density of Trajectories: Discovering Spatiotemporal Patterns in Movement Data , 2018, ISPRS Int. J. Geo Inf..
[125] David van Dijk,et al. Visualizing Structure and Transitions for Biological Data Exploration , 2018 .
[126] Xiao Zhang,et al. SensePlace2: GeoTwitter analytics support for situational awareness , 2011, 2011 IEEE Conference on Visual Analytics Science and Technology (VAST).
[127] Stefan Buschmann,et al. Animated visualization of spatial–temporal trajectory data for air-traffic analysis , 2016, The Visual Computer.
[128] Nathan Cooprider,et al. Extension of star coordinates into three dimensions , 2007, Electronic Imaging.
[129] Zena Marie Wood,et al. Detecting and Identifying Collective Phenomena within Movement Data , 2011 .
[130] Diansheng Guo,et al. Origin-Destination Flow Data Smoothing and Mapping , 2014, IEEE Transactions on Visualization and Computer Graphics.
[131] Jarke J. van Wijk,et al. Eurographics/ieee-vgtc Symposium on Visualization 2010 Evaluation of Cluster Identification Performance for Different Pcp Variants , 2022 .
[132] Yu Han,et al. Interactive visualization of high density streaming points with heat-map , 2014, 2014 International Conference on Smart Computing.
[133] Fabio Porto,et al. A conceptual view on trajectories , 2008, Data Knowl. Eng..
[134] Gennady L. Andrienko,et al. Spatio-temporal aggregation for visual analysis of movements , 2008, 2008 IEEE Symposium on Visual Analytics Science and Technology.
[135] Jason Dykes,et al. OD Maps for Studying Historical Internal Migration in Ireland , 2012 .
[136] Holger Theisel. Higher Order Parallel Coordinates , 2000, VMV.
[137] Gennady L. Andrienko,et al. Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic , 2015, ISPRS Int. J. Geo Inf..
[138] Christophe Hurter,et al. Graph Bundling by Kernel Density Estimation , 2012, Comput. Graph. Forum.
[139] Oscar Nierstrasz,et al. Supporting task-oriented navigation in IDEs with configurable HeatMaps , 2009, 2009 IEEE 17th International Conference on Program Comprehension.
[140] Kirsi Virrantaus,et al. Space–time density of trajectories: exploring spatio-temporal patterns in movement data , 2010, Int. J. Geogr. Inf. Sci..
[141] Lucy T. Nowell,et al. ThemeRiver: Visualizing Thematic Changes in Large Document Collections , 2002, IEEE Trans. Vis. Comput. Graph..
[142] Daniel A. Keim,et al. Visual Analytics: Definition, Process, and Challenges , 2008, Information Visualization.
[143] Alejandro Figueroa,et al. Exploring effective features for recognizing the user intent behind web queries , 2015, Comput. Ind..
[144] Gennady L. Andrienko,et al. Spatial Generalization and Aggregation of Massive Movement Data , 2011, IEEE Transactions on Visualization and Computer Graphics.