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  1. Mobility Data Science: Perspectives and Challenges

    Article • ACM Transactions on Spatial Algorithms and Systems, May 2024, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko, Dr. Panos Chrysanthis, Dr Anita Graser, Amr Magdy, Maxime Schoemans, Cyrus Shahabi, Moustafa Youssef

  2. A conceptual framework for studying collective reactions to events in location-based social media

    Article • International Journal of Geographical Information Science, November 2018, Taylor & Francis

    Dr Gennady Andrienko, Alexander Dunkel

  3. State Transition Graphs for Semantic Analysis of Movement Behaviours

    Article • Information Visualization, February 2017, SAGE Publications

    Dr Gennady Andrienko

  4. Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces

    Article • Information Visualization, April 2015, SAGE Publications

    Dr Gennady Andrienko

  5. A semi-supervised method for topic extraction from micro postings

    Article • it - Information Technology, January 2015, De Gruyter

    Dr Gennady Andrienko

  6. Analysis of mobility behaviors in geographic and semantic spaces

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  7. Detecting and tracking dynamic clusters of spatial events

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  8. Methods for Analysis of Spatio-Temporal Bluetooth Tracking Data

    Article • Journal of Urban Technology, April 2014, Taylor & Francis

    Dr Gennady Andrienko

  9. Space Transformation for Understanding Group Movement

    Article • IEEE Transactions on Visualization and Computer Graphics, December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  10. Visualization of Trajectory Attributes in Space–Time Cube and Trajectory Wall

    Article • August 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  11. Opening up the “black box” of medical image segmentation with statistical shape models

    Article • The Visual Computer, June 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  12. A general framework for trajectory data warehousing and visual OLAP

    Article • GeoInformatica, May 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  13. Thematic Patterns in Georeferenced Tweets through Space-Time Visual Analytics

    Article • Computing in Science & Engineering, May 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  14. Visual task solution strategies in tree diagrams

    Article • February 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  15. Visual Analytics of Movement

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  16. Visual Analytics Focusing on Movers

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  17. Discussion and Outlook

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  18. Introduction

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  19. Conceptual Framework

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  20. Visual Analytics Infrastructure

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  21. Transformations of Movement Data

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  22. Visual Analytics Focusing on Time

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  23. Visual Analytics Focusing on Space

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  24. Visual Analytics Focusing on Spatial Events

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  25. Privacy-Preserving Distributed Movement Data Aggregation

    Article • January 2013, Springer Science + Business Media

    Dr Gennady Andrienko

  26. Tracing the German centennial flood in the stream of tweets

    Article • January 2013, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  27. Towards Acquisition of Semantics of Places and Events by Multi-perspective Analysis of Geotagged Photo Collections

    Article • October 2012, Springer Science + Business Media

    Dr Gennady Andrienko

  28. Visual analytics methods for categoric spatio-temporal data

    Article • October 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  29. A visual analytics framework for spatio-temporal analysis and modelling

    Article • Data Mining and Knowledge Discovery, August 2012, Springer Science + Business Media

    Dr Gennady Andrienko

  30. Visual Analytics for Understanding Spatial Situations from Episodic Movement Data

    Article • KI - Künstliche Intelligenz, March 2012, Springer Science + Business Media

    Dr Gennady Andrienko

  31. Privacy Issues in Geospatial Visual Analytics

    Article • January 2012, Springer Science + Business Media

    Dr Gennady Andrienko

  32. Analysing the spatial dimension of eye movement data using a visual analytic approach

    Article • Expert Systems with Applications, January 2012, Elsevier

    Dr Gennady Andrienko

  33. Interactive exploration of events and presence of people in space and time through KD-photomap

    Article • January 2012, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  34. From movement tracks through events to places: Extracting and characterizing significant places from mobility data

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  35. KD-photomap: Exploring photographs in space and time

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  36. An event-based conceptual model for context-aware movement analysis

    Article • International Journal of Geographical Information Science, September 2011, Taylor & Francis

    Dr Gennady Andrienko

  37. Challenging problems of geospatial visual analytics

    Article • Journal of Visual Languages & Computing, August 2011, Elsevier

    Dr Gennady Andrienko

  38. Visually exploring movement data via similarity-based analysis

    Article • Journal of Intelligent Information Systems, April 2011, Springer Science + Business Media

    Dr Gennady Andrienko

  39. Analytical workflow of monitoring human mobility in big event settings using Bluetooth

    Article • January 2011, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  40. Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures

    Article • January 2011, Springer Science + Business Media

    Dr Gennady Andrienko

  41. Discovering Landmark Preferences and Movement Patterns from Photo Postings

    Article • Transactions in GIS, December 2010, Wiley

    Dr Gennady Andrienko

  42. Editorial – GeoVisualization and the Digital City

    Article • Computers Environment and Urban Systems, November 2010, Elsevier

    Dr Gennady Andrienko

  43. Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube

    Article • October 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  44. Discovering bits of place histories from people's activity traces

    Article • October 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  45. GeoVA(t) – Geospatial visual analytics: focus on time

    Article • Journal of Location Based Services, September 2010, Taylor & Francis

    Dr Gennady Andrienko

  46. Extracting Events from Spatial Time Series

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  47. Event-Based Analysis of People's Activities and Behavior Using Flickr and Panoramio Geotagged Photo Collections

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  48. Interactive cluster analysis of diverse types of spatiotemporal data

    Article • ACM SIGKDD Explorations Newsletter, May 2010, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  49. A General Framework for Using Aggregation in Visual Exploration of Movement Data

    Article • The Cartographic Journal, January 2010, Taylor & Francis

    Dr Gennady Andrienko

  50. Uncovering Interaction Patterns in Mobile Outdoor Gaming

    Article • February 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko, Dr. Daniel Orellana

  51. Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos)

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  52. Interactive visual clustering of large collections of trajectories

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  53. Movement data anonymity through generalization

    Article • January 2009, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  54. Analysis of community-contributed space-and time-referenced data (example of Panoramio photos)

    Article • January 2009, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  55. Special Issue: Geospatial Visual Analytics

    Article • Cartography and Geographic Information Science, January 2009, Taylor & Francis

    Dr Gennady Andrienko

  56. Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets

    Article • January 2009, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  57. Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data

    Article • January 2009, Springer Science + Business Media

    Dr Gennady Andrienko

  58. A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data

    Article • January 2009, Springer Science + Business Media

    Dr Gennady Andrienko

  59. Spatio-temporal aggregation for visual analysis of movements

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  60. Evacuation trace Mini Challenge award: Tool integration analysis of movements with Geospatial Visual Analytics Toolkit

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  61. Visually driven analysis of movement data by progressive clustering

    Article • Information Visualization, September 2008, SAGE Publications

    Dr Gennady Andrienko

  62. Geovisualization of Dynamics, Movement and Change: Key Issues and Developing Approaches in Visualization Research

    Article • Information Visualization, September 2008, SAGE Publications

    Dr Gennady Andrienko

  63. Visual Analytics Approach to User-Controlled Evacuation Scheduling

    Article • Information Visualization, February 2008, SAGE Publications

    Dr Gennady Andrienko

  64. Interactive visual interfaces for evacuation planning

    Article • January 2008, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  65. Supporting visual exploration of massive movement data

    Article • January 2008, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  66. Visual analytics tools for analysis of movement data

    Article • ACM SIGKDD Explorations Newsletter, December 2007, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  67. Intelligent Visualisation and Information Presentation for Civil Crisis Management

    Article • Transactions in GIS, December 2007, Wiley

    Dr Gennady Andrienko

  68. Visual Analytics Approach to User-Controlled Evacuation Scheduling

    Article • October 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  69. Coordinated Multiple Views: a Critical View

    Article • July 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Gennady Andrienko

  70. Designing Visual Analytics Methods for Massive Collections of Movement Data

    Article • Cartographica The International Journal for Geographic Information and Geovisualization, June 2007, University of Toronto Press (UTPress)

    Dr Gennady Andrienko

  71. Reactions to geovisualization: an experience from a European project

    Article • International Journal of Geographical Information Science, November 2006, Taylor & Francis

    Dr Gennady Andrienko

  72. Interactive Maps for Visual Data Exploration*

    Article • July 2006, Taylor & Francis

    Dr Gennady Andrienko

  73. Blending Aggregation and Selection: Adapting Parallel Coordinates for the Visualization of Large Datasets

    Article • The Cartographic Journal, June 2005, Taylor & Francis

    Dr Gennady Andrienko

  74. A Concept of an Intelligent Decision Support for Crisis Management in the OASIS project

    Article • January 2005, Springer Science + Business Media

    Dr Gennady Andrienko

  75. Creating Instruments for Ideation

    Article • January 2005, Elsevier

    Dr Gennady Andrienko

  76. Impact of Data and Task Characteristics on Design of Spatio-Temporal Data Visualization Tools

    Article • January 2005, Elsevier

    Dr Gennady Andrienko

  77. Cumulative curves for exploration of demographic data: a case study of Northwest England

    Article • Computational Statistics, February 2004, Springer Science + Business Media

    Dr Gennady Andrienko

  78. Visual Mining of Spatial Time Series Data

    Article • January 2004, Springer Science + Business Media

    Dr Gennady Andrienko

  79. Interactive visual tools to explore spatio-temporal variation

    Article • January 2004, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  80. Informed Spatial Decisions Through Coordinated Views

    Article • Information Visualization, December 2003, SAGE Publications

    Dr Gennady Andrienko

  81. Exploratory spatio-temporal visualization: an analytical review

    Article • Journal of Visual Languages & Computing, December 2003, Elsevier

    Dr Gennady Andrienko

  82. Interactive maps for visual exploration of grid and vector geodata

    Article • ISPRS Journal of Photogrammetry and Remote Sensing, April 2003, Elsevier

    Dr Gennady Andrienko

  83. GIS for Everyone

    Article • January 2003, Elsevier

    Dr Gennady Andrienko

  84. Building Spatial Decision Support Tools for Individuals and Groups

    Article • Journal of Decision System, January 2003, Taylor & Francis

    Dr Gennady Andrienko

  85. Interactive visual tools for spatial multicriteria decision making

    Article • January 2002, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  86. Intelligent support of visual data analysis in Descartes

    Article • January 2002, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  87. Testing the Usability of Interactive Maps in CommonGIS

    Article • Cartography and Geographic Information Science, January 2002, Taylor & Francis

    Dr Gennady Andrienko

  88. Exploring Changes in Census Time Series with Interactive Dynamic Maps and Graphics

    Article • Computational Statistics, September 2001, Springer Science + Business Media

    Dr Gennady Andrienko

  89. Map-centred exploratory approach to multiple criteria spatial decision making

    Article • International Journal of Geographical Information Science, March 2001, Taylor & Francis

    Dr Gennady Andrienko

  90. Representation and its Relationship with Cartographic Visualization

    Article • Cartography and Geographic Information Science, January 2001, Taylor & Francis

    Dr Gennady Andrienko

  91. Supporting visual exploration of object movement

    Article • January 2000, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  92. Interactive maps for visual data exploration

    Article • International Journal of Geographical Information Science, June 1999, Taylor & Francis

    Dr Gennady Andrienko

  93. Knowledge-Based Visualization to Support Spatial Data Mining

    Article • January 1999, Springer Science + Business Media

    Dr Gennady Andrienko

  94. IRIS: A Tool to Support Data Analysis with Maps

    Article • January 1999, Springer Science + Business Media

    Dr Gennady Andrienko

  95. Knowledge engineering for automated map design in DESCARTES

    Article • January 1999, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  96. Data Characterization Schema for Intelligent Support in Visual Data Analysis

    Article • January 1999, Springer Science + Business Media

    Dr Gennady Andrienko

  97. Intelligent visualization and dynamic manipulation

    Article • January 1998, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  98. Knowledge-based support for visual exploration of spatial data

    Article • January 1997, ACM (Association for Computing Machinery)

    Dr Gennady Andrienko

  99. AFORIZM approach: Creating situations to facilitate expertise transfer

    Article • January 1994, Springer Science + Business Media

    Dr Gennady Andrienko

  100. Multimodal Analytical Visualisation of Spatio-Temporal Data

    Article • Springer Science + Business Media

    Dr Gennady Andrienko

  101. Dynamic and Interactive Displays

    Article • SAGE Publications

    Dr Gennady Andrienko

  102. Interactive Cumulative Curves for Exploratory Classification Maps

    Article • Springer Science + Business Media

    Dr Gennady Andrienko

  103. A Framework for Decision-Centred Visualisation in Civil Crisis Management

    Article • Springer Science + Business Media

    Dr Gennady Andrienko

  104. A Visual Analytics Approach to Exploration of Large Amounts of Movement Data

    Article • Springer Science + Business Media

    Dr Gennady Andrienko