Automatized systems for knowledge acquisition. - Gennady L. Andrienko; Natalia V. Andrienko; Gennady Ginkul; Sergey Soloview (Comput. Sci. J. Moldova, 1993)

AFORIZM Approach: Creating Situations to Facilitate Expertise Transfer. - Gennady L. Andrienko; Natalia V. Andrienko (EKAW, 1994)

The intellectual hypertext for knowledge transfer. - Gennady L. Andrienko; Natalia V. Andrienko (Comput. Sci. J. Moldova, 1994)

Knowledge-Based Support for Visual Exploration of Spatial Data. - Gennady L. Andrienko; Natalia V. Andrienko (CHI Extended Abstracts, 1997)

Research Issues in Intelligent Data Visualisation for Exploration and Communication. - Gennady L. Andrienko; Natalia V. Andrienko (CHI Extended Abstracts, 1997)

Intelligent visualization and dynamic manipulation: two complementary instruments to support data exploration with GIS. - Gennady L. Andrienko; Natalia V. Andrienko (AVI, 1998)

Data Characterization Schema for Intelligent Support in Visual Data Analysis. - Gennady L. Andrienko; Natalia V. Andrienko (COSIT, 1999)

Knowledge Engineering for Automated Map Design in DESCARTES. - Gennady L. Andrienko; Natalia V. Andrienko (ACM-GIS, 1999)

Knowledge-Based Visualization to Support Spatial Data Mining. - Gennady L. Andrienko; Natalia V. Andrienko (IDA, 1999)

Data Mining with C4.5 and Interactive Cartographic Visualization. - Gennady L. Andrienko; Natalia V. Andrienko (UIDIS, 1999)

Interactive maps for visual data exploration. - Gennady L. Andrienko; Natalia V. Andrienko (Int. J. Geogr. Inf. Sci., 1999)

Supporting Visual Exploration of Object Movement. - Natalia V. Andrienko; Gennady L. Andrienko; Peter Gatalsky (Advanced Visual Interfaces, 2000)

Visualization of Spatio-Temporal Information in the Internet. - Natalia V. Andrienko; Gennady L. Andrienko; Peter Gatalsky (DEXA Workshop, 2000)

Interactive Visual Tools to Support Spatial Multicriteria Decision Making. - Gennady L. Andrienko; Natalia V. Andrienko (UIDIS, 2001)

Intelligent Visual Data Analysis Service in the Internet. - Natalia V. Andrienko; Gennady L. Andrienko (WISE (2), 2001)

Exploring Changes in Census Time Series with Interactive Dynamic Maps and Graphics. - Natalia V. Andrienko; Gennady L. Andrienko; Peter Gatalsky (Comput. Stat., 2001)

Map-centred exploratory approach to multiple criteria spatial decision making. - Piotr Jankowski 001; Natalia V. Andrienko; Gennady L. Andrienko (Int. J. Geogr. Inf. Sci., 2001)

Interactive visual tools for spatial multicriteria decision making. - Gennady L. Andrienko; Natalia V. Andrienko (AVI, 2002)

Intelligent support of visual data analysis in Descartes. - Gennady L. Andrienko; Natalia V. Andrienko (Smart Graphics, 2002)

Tools for Visual Comparison of Spatial Development Scenarios. - Natalia V. Andrienko; Gennady L. Andrienko; Peter Gatalsky (IV, 2003)

Informed spatial decisions through coordinated views. - Natalia V. Andrienko; Gennady L. Andrienko (Inf. Vis., 2003)

Building Spatial Decision Support Tools for Individuals and Groups. - Gennady L. Andrienko; Natalia V. Andrienko; Piotr Jankowski 001 (J. Decis. Syst., 2003)

Exploratory spatio-temporal visualization: an analytical review. - Natalia V. Andrienko; Gennady L. Andrienko; Peter Gatalsky (J. Vis. Lang. Comput., 2003)

Interactive visual tools to explore spatio-temporal variation. - Natalia V. Andrienko; Gennady L. Andrienko (AVI, 2004)

Interactive Analysis of Event Data Using Space-Time Cube. - Peter Gatalsky; Natalia V. Andrienko; Gennady L. Andrienko (IV, 2004)

Visual Mining of Spatial Time Series Data. - Gennady L. Andrienko; Natalia V. Andrienko; Peter Gatalsky (PKDD, 2004)

Cumulative curves for exploration of demographic data: a case study of Northwest England. - Natalia V. Andrienko; Gennady L. Andrienko (Comput. Stat., 2004)

Visual Exploration of the Spatial Distribution of Temporal Behaviors. - Gennady L. Andrienko; Natalia V. Andrienko (IV, 2005)

Exploratory analysis of spatial and temporal data - a systematic approach. - Natalia V. Andrienko; Gennady L. Andrienko (Springer, 2006)

Reactions to geovisualization: an experience from a European project. - Gennady L. Andrienko; Natalia V. Andrienko; Richard Fischer; Volker Mues; Andreas Schuck (Int. J. Geogr. Inf. Sci., 2006)

Towards a European Forest Information System. - Andreas Schuck; Tim Green; Gennady L. Andrienko; Natalia V. Andrienko; Alexander M. Fedorec; Aljoscha Requardt; Tim Richards; Roger Mills; Eero Mikkola; Risto Päivinen; Michael Köhl; Jesús San-Miguel-Ayanz (VSP, 2007)

Extracting Patterns of Individual Movement Behaviour from a Massive Collection of Tracked Positions. - Gennady L. Andrienko; Natalia V. Andrienko (BMI, 2007)

Designing Visual Analytics Methods for Massive Collections of Movement Data. - Natalia V. Andrienko; Gennady L. Andrienko (Cartogr. Int. J. Geogr. Inf. Geovisualization, 2007)

Geovisual analytics for spatial decision support: Setting the research agenda. - Gennady L. Andrienko; Natalia V. Andrienko; Piotr Jankowski 001; Daniel A. Keim; Menno-Jan Kraak; Alan M. MacEachren; Stefan Wrobel (Int. J. Geogr. Inf. Sci., 2007)

Visualization Summit 2007: ten research goals for 2010. - Remo Aslak Burkhard; Gennady L. Andrienko; Natalia V. Andrienko; Jason Dykes; Alexander Koutamanis; Wolfgang Kienreich; Robert Phaal; Alan F. Blackwell; Martin J. Eppler; Jeffrey Huang; Mark Meagher; Armin Grün; et al. (Inf. Vis., 2007)

Visual analytics tools for analysis of movement data. - Gennady L. Andrienko; Natalia V. Andrienko; Stefan Wrobel (SIGKDD Explor., 2007)

Intelligent Visualisation and Information Presentation for Civil Crisis Management. - Natalia V. Andrienko; Gennady L. Andrienko (Trans. GIS, 2007)

A Framework for Decision-Centred Visualisation in Civil Crisis Management. - Natalia V. Andrienko; Gennady L. Andrienko (Location Based Services and TeleCartography, 2007)

Supporting visual exploration of massive movement data. - Natalia V. Andrienko; Gennady L. Andrienko (AVI, 2008)

Interactive visual interfaces for evacuation planning. - Gennady L. Andrienko; Natalia V. Andrienko; Ulrich Bartling (AVI, 2008)

Spatio-temporal aggregation for visual analysis of movements. - Gennady L. Andrienko; Natalia V. Andrienko (IEEE VAST, 2008)

Evacuation trace Mini Challenge award: Tool integration analysis of movements with Geospatial Visual Analytics Toolkit. - Natalia V. Andrienko; Gennady L. Andrienko (IEEE VAST, 2008)

A Visual Analytics Approach to Exploration of Large Amounts of Movement Data. - Gennady L. Andrienko; Natalia V. Andrienko (VISUAL, 2008)

Visual analytics approach to user-controlled evacuation scheduling. - Gennady L. Andrienko; Natalia V. Andrienko; Ulrich Bartling (Inf. Vis., 2008)

Geovisualization of dynamics, movement and change: key issues and developing approaches in visualization research. - Gennady L. Andrienko; Natalia V. Andrienko; Jason Dykes; Sara Irina Fabrikant; Monica Wachowicz (Inf. Vis., 2008)

Visually driven analysis of movement data by progressive clustering. - Salvatore Rinzivillo; Dino Pedreschi; Mirco Nanni; Fosca Giannotti; Natalia V. Andrienko; Gennady L. Andrienko (Inf. Vis., 2008)

Theoretical Foundations of Information Visualization. - Helen C. Purchase; Natalia V. Andrienko; T. J. Jankun-Kelly; Matthew O. Ward (Information Visualization, 2008)

Visual Analytics Methods for Movement Data. - Gennady L. Andrienko; Natalia V. Andrienko; Ioannis Kopanakis; Arend Ligtenberg; Stefan Wrobel (Mobility, Data Mining and Privacy, 2008)

Basic Concepts of Movement Data. - Natalia V. Andrienko; Gennady L. Andrienko; Nikos Pelekis; Stefano Spaccapietra (Mobility, Data Mining and Privacy, 2008)

Analysis of community-contributed space-and time-referenced data (example of Panoramio photos). - Gennady L. Andrienko; Natalia V. Andrienko; Peter Bak; Slava Kisilevich; Daniel A. Keim (GIS, 2009)

Movement data anonymity through generalization. - Gennady L. Andrienko; Natalia V. Andrienko; Fosca Giannotti; Anna Monreale; Dino Pedreschi (SPRINGL, 2009)

Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos). - Gennady L. Andrienko; Natalia V. Andrienko; Peter Bak; Slava Kisilevich; Daniel A. Keim (IEEE VAST, 2009)

Interactive visual clustering of large collections of trajectories. - Gennady L. Andrienko; Natalia V. Andrienko; Salvatore Rinzivillo; Mirco Nanni; Dino Pedreschi; Fosca Giannotti (IEEE VAST, 2009)

Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data. - Gennady L. Andrienko; Natalia V. Andrienko (IF&GIS, 2009)

Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets. - Gennady L. Andrienko; Natalia V. Andrienko (KDD Workshop on Visual Analytics and Knowledge Discovery, 2009)

A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. - Gennady L. Andrienko; Natalia V. Andrienko; Salvatore Rinzivillo; Mirco Nanni; Dino Pedreschi (SSTD, 2009)

Analysis of Community-contributed Space- and Timereferenced Data by Example of Panoramio Photos. - Gennady L. Andrienko; Natalia V. Andrienko; Peter Bak; Slava Kisilevich; Daniel A. Keim (VMV, 2009)

Interactive cluster analysis of diverse types of spatiotemporal data. - Gennady L. Andrienko; Natalia V. Andrienko (SIGKDD Explor., 2009)

Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube. - Gennady L. Andrienko; Natalia V. Andrienko (IEEE VAST, 2010)

Discovering bits of place histories from people's activity traces. - Gennady L. Andrienko; Natalia V. Andrienko; Martin Mladenov; Michael Mock; Christian Pölitz (IEEE VAST, 2010)

Extracting Events from Spatial Time Series. - Gennady L. Andrienko; Natalia V. Andrienko; Martin Mladenov; Michael Mock; Christian Pölitz (IV, 2010)

Event-Based Analysis of People's Activities and Behavior Using Flickr and Panoramio Geotagged Photo Collections. - Slava Kisilevich; Milos Krstajic; Daniel A. Keim; Natalia V. Andrienko; Gennady L. Andrienko (IV, 2010)

Finding Arbitrary Shaped Clusters with Related Extents in Space and Time. - Christian Pölitz; Gennady L. Andrienko; Natalia V. Andrienko (EuroVAST@EuroVis, 2010)

Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns. - Gennady L. Andrienko; Natalia V. Andrienko; Sebastian Bremm; Tobias Schreck; Tatiana von Landesberger; Peter Bak; Daniel A. Keim (Comput. Graph. Forum, 2010)

Space, time and visual analytics. - Gennady L. Andrienko; Natalia V. Andrienko; Urska Demsar; Doris Dransch; Jason Dykes; Sara Irina Fabrikant; Mikael Jern; Menno-Jan Kraak; Heidrun Schumann; Christian Tominski (Int. J. Geogr. Inf. Sci., 2010)

GeoVA(t) - Geospatial Visual Analytics: Focus on Time. - Gennady L. Andrienko; Natalia V. Andrienko; Jason Dykes; Menno-Jan Kraak; Heidrun Schumann (Int. J. Geogr. Inf. Sci., 2010)

Visuelle Bewegungsanalyse in Video- und Geodaten. - Daniel Weiskopf; Gennady L. Andrienko; Natalia V. Andrienko; Peter Bak (Inform. Spektrum, 2010)

A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage. - Gennady L. Andrienko; Natalia V. Andrienko; Peter Bak; Sebastian Bremm; Daniel A. Keim; Tatiana von Landesberger; Christian Pölitz; Tobias Schreck (J. Locat. Based Serv., 2010)

Movement Data Anonymity through Generalization. - Anna Monreale; Gennady L. Andrienko; Natalia V. Andrienko; Fosca Giannotti; Dino Pedreschi; Salvatore Rinzivillo; Stefan Wrobel (Trans. Data Priv., 2010)

Discovering Landmark Preferences and Movement Patterns from Photo Postings. - Piotr Jankowski 001; Natalia V. Andrienko; Gennady L. Andrienko; Slava Kisilevich (Trans. GIS, 2010)

Editorial - GeoVisualization and the Digital City. - Jason Dykes; Gennady L. Andrienko; Natalia V. Andrienko; Volker Paelke; Jochen Schiewe (Comput. Environ. Urban Syst., 2010)

Interactive Analysis of Object Group Changes over Time. - Sebastian Bremm; Tatiana von Landesberger; Gennady L. Andrienko; Natalia V. Andrienko; Tobias Schreck (EuroVA@EuroVis, 2011)

Where traffic meets DNA: mobility mining using biological sequence analysis revisited. - Ahmed Jawad 001; Kristian Kersting; Natalia V. Andrienko (GIS, 2011)

Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system. - Mahmoud Attia Sakr; Gennady L. Andrienko; Thomas Behr; Natalia V. Andrienko; Ralf Hartmut Güting; Christophe Hurter (GIS, 2011)

Analytical workflow of monitoring human mobility in big event settings using Bluetooth. - Hendrik Stange; Thomas Liebig; Dirk Hecker; Gennady L. Andrienko; Natalia V. Andrienko (ISA, 2011)

From movement tracks through events to places: Extracting and characterizing significant places from mobility data. - Gennady L. Andrienko; Natalia V. Andrienko; Christophe Hurter; Salvatore Rinzivillo; Stefan Wrobel (IEEE VAST, 2011)

KD-photomap: Exploring photographs in space and time. - Iulian Peca; Haolin Zhi; Katerina Vrotsou; Natalia V. Andrienko; Gennady L. Andrienko (IEEE VAST, 2011)

Biological Sequence Analysis meets Mobility Mining. - Ahmed Jawad 001; Kristian Kersting; Natalia V. Andrienko (LWA, 2011)

Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures. - Katerina Vrotsou; Natalia V. Andrienko; Gennady L. Andrienko; Piotr Jankowski 001 (ECML/PKDD (3), 2011)

An event-based conceptual model for context-aware movement analysis. - Gennady L. Andrienko; Natalia V. Andrienko; Marco Heurich (Int. J. Geogr. Inf. Sci., 2011)

Visual Mobility Analysis using T-Warehouse. - Alessandra Raffaetà; Luca Leonardi; Gerasimos Marketos; Gennady L. Andrienko; Natalia V. Andrienko; Elias Frentzos; Nikos Giatrakos; Salvatore Orlando 001; Nikos Pelekis; Alessandro Roncato; Claudio Silvestri (Int. J. Data Warehous. Min., 2011)

Spatial Generalization and Aggregation of Massive Movement Data. - Natalia V. Andrienko; Gennady L. Andrienko (IEEE Trans. Vis. Comput. Graph., 2011)

Composite Density Maps for Multivariate Trajectories. - Roeland Scheepens; Niels Willems; Huub van de Wetering; Gennady L. Andrienko; Natalia V. Andrienko; Jarke J. van Wijk (IEEE Trans. Vis. Comput. Graph., 2011)

A conceptual framework and taxonomy of techniques for analyzing movement. - Gennady L. Andrienko; Natalia V. Andrienko; Peter Bak; Daniel A. Keim; Slava Kisilevich; Stefan Wrobel (J. Vis. Lang. Comput., 2011)

Challenging problems of geospatial visual analytics. - Gennady L. Andrienko; Natalia V. Andrienko; Daniel A. Keim; Alan M. MacEachren; Stefan Wrobel (J. Vis. Lang. Comput., 2011)

Interactive exploration of events and presence of people in space and time through KD-photomap. - Katerina Vrotsou; Haolin Zhi; Iulian Peca; Gennady L. Andrienko; Natalia V. Andrienko (AVI, 2012)

Visual analytics methods for categoric spatio-temporal data. - Tatiana von Landesberger; Sebastian Bremm; Natalia V. Andrienko; Gennady L. Andrienko; Maria Tekusova (IEEE VAST, 2012)

Scalable Cluster Analysis of Spatial Events. - Iulian Peca; Georg Fuchs; Katerina Vrotsou; Natalia V. Andrienko; Gennady L. Andrienko (EuroVA@EuroVis, 2012)

Analysing the spatial dimension of eye movement data using a visual analytic approach. - Kristien Ooms; Gennady L. Andrienko; Natalia V. Andrienko; Philippe De Maeyer; Veerle Fack (Expert Syst. Appl., 2012)

Visually exploring movement data via similarity-based analysis. - Nikos Pelekis; Gennady L. Andrienko; Natalia V. Andrienko; Ioannis Kopanakis; Gerasimos Marketos; Yannis Theodoridis (J. Intell. Inf. Syst., 2012)

Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. - Natalia V. Andrienko; Gennady L. Andrienko; Hendrik Stange; Thomas Liebig; Dirk Hecker (Künstliche Intell., 2012)

Identifying Place Histories from Activity Traces with an Eye to Parameter Impact. - Gennady L. Andrienko; Natalia V. Andrienko; Martin Mladenov; Michael Mock; Christian Pölitz (IEEE Trans. Vis. Comput. Graph., 2012)

Visual Analytics Methodology for Eye Movement Studies. - Gennady L. Andrienko; Natalia V. Andrienko; Michael Burch; Daniel Weiskopf (IEEE Trans. Vis. Comput. Graph., 2012)

Stacking-Based Visualization of Trajectory Attribute Data. - Christian Tominski; Heidrun Schumann; Gennady L. Andrienko; Natalia V. Andrienko (IEEE Trans. Vis. Comput. Graph., 2012)

Visual Analytics of Movement: A Rich Palette of Techniques to Enable Understanding. - Natalia V. Andrienko; Gennady L. Andrienko (Mobility Data, 2013)

Air Traffic Analysis. - Christophe Hurter; Gennady L. Andrienko; Natalia V. Andrienko; Ralf Hartmut Güting; Mahmoud Attia Sakr (Mobility Data, 2013)

Visual Analytics of Movement. - Gennady L. Andrienko; Natalia V. Andrienko; Peter Bak; Daniel A. Keim; Stefan Wrobel (Springer, 2013)

Privacy-Preserving Distributed Movement Data Aggregation. - Anna Monreale; Wendy Hui Wang; Francesca Pratesi; Salvatore Rinzivillo; Dino Pedreschi; Gennady L. Andrienko; Natalia V. Andrienko (AGILE Conf., 2013)

Visual task solution strategies in tree diagrams. - Michael Burch; Gennady L. Andrienko; Natalia V. Andrienko; Markus Höferlin; Michael Raschke; Daniel Weiskopf (PacificVis, 2013)

Towards Privacy-Preserving Semantic Mobility Analysis. - Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs (EuroVA@EuroVis, 2013)

Extracting Semantics of Individual Places from Movement Data by Analyzing Temporal Patterns of Visits. - Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs; Ana-Maria Olteanu-Raimond; Jürgen Symanzik; Cezary Ziemlicki (COMP@SIGSPATIAL, 2013)

Using Bluetooth to track mobility patterns: depicting its potential based on various case studies. - Timothy Ellersiek; Gennady L. Andrienko; Natalia V. Andrienko; Dirk Hecker; Hendrik Stange; Marc Mueller (ISA, 2013)

Tracing the German centennial flood in the stream of tweets: first lessons learned. - Georg Fuchs; Natalia V. Andrienko; Gennady L. Andrienko; Sebastian Bothe; Hendrik Stange (GEOGROWD, 2013)

Privacy-Aware Distributed Mobility Data Analytics. - Francesca Pratesi; Anna Monreale; Hui Wang 013; Salvatore Rinzivillo; Dino Pedreschi; Gennady L. Andrienko; Natalia V. Andrienko (SEBD, 2013)

Thematic Patterns in Georeferenced Tweets through Space-Time Visual Analytics. - Gennady L. Andrienko; Natalia V. Andrienko; Harald Bosch; Thomas Ertl; Georg Fuchs; Piotr Jankowski 001; Dennis Thom (Comput. Sci. Eng., 2013)

Semantic trajectories modeling and analysis. - Christine Parent; Stefano Spaccapietra; Chiara Renso; Gennady L. Andrienko; Natalia V. Andrienko; Vania Bogorny; Maria Luisa Damiani; Aris Gkoulalas-Divanis; José Antônio Fernandes de Macêdo; Nikos Pelekis; Yannis Theodoridis; Zhixian Yan (ACM Comput. Surv., 2013)

A visual analytics framework for spatio-temporal analysis and modelling. - Natalia V. Andrienko; Gennady L. Andrienko (Data Min. Knowl. Discov., 2013)

Visual analytics of movement: An overview of methods, tools and procedures. - Natalia V. Andrienko; Gennady L. Andrienko (Inf. Vis., 2013)

Space Transformation for Understanding Group Movement. - Natalia V. Andrienko; Gennady L. Andrienko; Louise Barrett; Marcus Dostie; S. Peter Henzi (IEEE Trans. Vis. Comput. Graph., 2013)

Scalable Analysis of Movement Data for Extracting and Exploring Significant Places. - Gennady L. Andrienko; Natalia V. Andrienko; Christophe Hurter; Salvatore Rinzivillo; Stefan Wrobel (IEEE Trans. Vis. Comput. Graph., 2013)

Opening up the "black box" of medical image segmentation with statistical shape models. - Tatiana von Landesberger; Gennady L. Andrienko; Natalia V. Andrienko; Sebastian Bremm; Matthias Kirschner; Stefan Wesarg; Arjan Kuijper (Vis. Comput., 2013)

Multi-perspective Analysis of Mobile Phone Call Data Records: A Visual Analytics Approach. - Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs (eBISS, 2014)

Analysis of mobility behaviors in geographic and semantic spaces. - Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs (IEEE VAST, 2014)

Detecting and tracking dynamic clusters of spatial events. - Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs; Hendrik Stange (IEEE VAST, 2014)

A general framework for trajectory data warehousing and visual OLAP. - Luca Leonardi; Salvatore Orlando 001; Alessandra Raffaetà; Alessandro Roncato; Claudio Silvestri; Gennady L. Andrienko; Natalia V. Andrienko (GeoInformatica, 2014)

GeoVisual analytics, time to focus on time. - Gennady L. Andrienko; Natalia V. Andrienko; Jason Dykes; Menno-Jan Kraak; Heidrun Schumann (Inf. Vis., 2014)

Wind parameters extraction from aircraft trajectories. - Christophe Hurter; Richard Alligier; David Gianazza; Stéphane Puechmorel; Gennady L. Andrienko; Natalia V. Andrienko (Comput. Environ. Urban Syst., 2014)

Detection, tracking, and visualization of spatial event clusters for real time monitoring. - Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs; Salvatore Rinzivillo; Hans-Dieter Betz (DSAA, 2015)

A Task-Based View on the Visual Analysis of Eye-Tracking Data. - Kuno Kurzhals; Michael Burch; Tanja Blascheck; Gennady L. Andrienko; Natalia V. Andrienko; Daniel Weiskopf (ETVIS, 2015)

Visualization Support to Interactive Cluster Analysis. - Gennady L. Andrienko; Natalia V. Andrienko (ECML/PKDD (3), 2015)

Visual Analytics Methodology for Scalable and Privacy-Respectful Discovery of Place Semantics from Episodic Mobility Data. - Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs; Piotr Jankowski 001 (ECML/PKDD (3), 2015)

Real Time Detection and Tracking of Spatial Event Clusters. - Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs; Salvatore Rinzivillo; Hans-Dieter Betz (ECML/PKDD (3), 2015)

Visual Analytics for Exploring Local Impact of Air Traffic. - Juri Buchmüller; Halldór Janetzko; Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs; Daniel A. Keim (Comput. Graph. Forum, 2015)

Feature-Driven Visual Analytics of Chaotic Parameter-Dependent Movement. - Martin Luboschik; Martin Rohlig; Arne T. Bittig; Natalia V. Andrienko; Heidrun Schumann; Christian Tominski (Comput. Graph. Forum, 2015)

Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic. - Natalia V. Andrienko; Gennady L. Andrienko; Salvatore Rinzivillo (ISPRS Int. J. Geo Inf., 2015)

A semi-supervised method for topic extraction from micro postings. - Georg Fuchs; Hendrik Stange; Ahmad Samiei; Gennady L. Andrienko; Natalia V. Andrienko (it Inf. Technol., 2015)

Constructing semantic interpretation of routine and anomalous mobility behaviors from big data. - Georg Fuchs; Hendrik Stange; Dirk Hecker; Natalia V. Andrienko; Gennady L. Andrienko (ACM SIGSPATIAL Special, 2015)

SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories. - Katerina Vrotsou; Halldor Janetzko; Carlo Navarra; Georg Fuchs; David Spretke; Florian Mansmann; Natalia V. Andrienko; Gennady L. Andrienko (IEEE Trans. Vis. Comput. Graph., 2015)

Coordinate Transformations for Characterization and Cluster Analysis of Spatial Configurations in Football. - Gennady L. Andrienko; Natalia V. Andrienko; Guido Budziak; Tatiana von Landesberger; Hendrik Weber (ECML/PKDD (3), 2016)

Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. - Natalia V. Andrienko; Gennady L. Andrienko; Salvatore Rinzivillo (Inf. Syst., 2016)

Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces. - Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs; Piotr Jankowski 001 (Inf. Vis., 2016)

Overview with details for exploring geo-located graphs on maps. - Felix Brodkorb; Arjan Kuijper; Gennady L. Andrienko; Natalia V. Andrienko; Tatiana von Landesberger (Inf. Vis., 2016)

Understanding movement data quality. - Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs (J. Locat. Based Serv., 2016)

MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering. - Tatiana von Landesberger; Felix Brodkorb; Philipp Roskosch; Natalia V. Andrienko; Gennady L. Andrienko; Andreas Kerren (IEEE Trans. Vis. Comput. Graph., 2016)

Visual Analysis of Dyslexia on Search. - Andrew MacFarlane 001; George Buchanan 001; Areej Al-Wabil; Gennady L. Andrienko; Natalia V. Andrienko (CHIIR, 2017)

Maritime data integration and analysis: recent progress and research challenges. - Christophe Claramunt; Cyril Ray; Elena Camossi; Anne-Laure Jousselme; Melita Hadzagic; Gennady L. Andrienko; Natalia V. Andrienko; Yannis Theodoridis; George A. Vouros; Loïc Salmon (EDBT, 2017)

Specification of Semantic Trajectories Supporting Data Transformations for Analytics: The datAcron Ontology. - Georgios M. Santipantakis; George A. Vouros; Christos Doulkeridis; Akrivi Vlachou; Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs; Jose Manuel Cordero Garcia; Miguel Garcia Martinez (SEMANTiCS, 2017)

A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis. - Phong H. Nguyen; Cagatay Turkay; Gennady L. Andrienko; Natalia V. Andrienko; Olivier Thonnard (EuroVA@EuroVis, 2017)

Geographic Data Science. - Gennady L. Andrienko; Natalia V. Andrienko; Robert Weibel (IEEE Computer Graphics and Applications, 2017)

Applications of Trajectory Data in Transportation: Literature Review and Maryland Case Study. - Nikola Markovic; Przemyslaw Sekula; Zachary Vander Laan; Gennady L. Andrienko; Natalia V. Andrienko (CoRR, 2017)

Visual analysis of pressure in football. - Gennady L. Andrienko; Natalia V. Andrienko; Guido Budziak; Jason Dykes; Georg Fuchs; Tatiana von Landesberger; Hendrik Weber (Data Min. Knowl. Discov., 2017)

Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS. - Gennady L. Andrienko; Natalia V. Andrienko; Wei Chen 001; Ross Maciejewski; Ye Zhao 003 (IEEE Trans. Intell. Transp. Syst., 2017)

Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions. - Gennady L. Andrienko; Natalia V. Andrienko; Wei Chen 001; Ross Maciejewski; Ye Zhao 003 (IEEE Trans. Intell. Transp. Syst., 2017)

Revealing Patterns and Trends of Mass Mobility Through Spatial and Temporal Abstraction of Origin-Destination Movement Data. - Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs; Jo Wood (IEEE Trans. Vis. Comput. Graph., 2017)

Visual exploration of movement and event data with interactive time masks. - Natalia V. Andrienko; Gennady L. Andrienko; Elena Camossi; Christophe Claramunt; Jose Manuel Cordero Garcia; Georg Fuchs; Melita Hadzagic; Anne-Laure Jousselme; Cyril Ray; David Scarlatti; George A. Vouros (Vis. Informatics, 2017)

Creating maps of artificial spaces to explore trajectories. - Gennady L. Andrienko; Natalia V. Andrienko (AVI, 2018)

Exploring pressure in football. - Gennady L. Andrienko; Natalia V. Andrienko; Guido Budziak; Tatiana von Landesberger; Hendrik Weber (AVI, 2018)

Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges. - George A. Vouros; Akrivi Vlachou; Georgios M. Santipantakis; Christos Doulkeridis; Nikos Pelekis; Harris V. Georgiou; Yannis Theodoridis; Kostas Patroumpas; Elias Alevizos; Alexander Artikis; Christophe Claramunt; Cyril Ray; et al. (EDBT, 2018)

Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL. - Panagiotis Tampakis; Nikos Pelekis; Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs; Yannis Theodoridis (ICDE, 2018)

Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity. - Jie Li 006; Siming Chen 001; Gennady L. Andrienko; Natalia V. Andrienko (EuroVA@EuroVis, 2018)

User Behavior Map: Visual Exploration for Cyber Security Session Data. - Siming Chen 001; Shuai Chen 001; Natalia V. Andrienko; Gennady L. Andrienko; Phong H. Nguyen; Cagatay Turkay; Olivier Thonnard; Xiaoru Yuan (VizSEC, 2018)

Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. - George A. Vouros; Akrivi Vlachou; Georgios M. Santipantakis; Christos Doulkeridis; Nikos Pelekis; Harris V. Georgiou; Yannis Theodoridis; Kostas Patroumpas; Elias Alevizos; Alexander Artikis; Georg Fuchs; Michael Mock; et al. (W2GIS, 2018)

Viewing Visual Analytics as Model Building. - Natalia V. Andrienko; Tim Lammarsch; Gennady L. Andrienko; Georg Fuchs; Daniel A. Keim; Silvia Miksch; Alexander Rind (Comput. Graph. Forum, 2018)

Data Abstraction for Visualizing Large Time Series. - Georgiy Shurkhovetskyy; Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs (Comput. Graph. Forum, 2018)

State Transition Graphs for Semantic Analysis of Movement Behaviours. - Natalia V. Andrienko; Gennady L. Andrienko (Inf. Vis., 2018)

Clustering Trajectories by Relevant Parts for Air Traffic Analysis. - Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs; Jose Manuel Cordero Garcia (IEEE Trans. Vis. Comput. Graph., 2018)

Guidance in the human-machine analytics process. - Christopher Collins 001; Natalia V. Andrienko; Tobias Schreck; Jing Yang 001; Jaegul Choo; Ulrich Engelke; Amit Jena; Tim Dwyer (Vis. Informatics, 2018)

Moving Together: Towards a Formalization of Collective Movement. - Juri Buchmüller; Eren Cakmak; Natalia V. Andrienko; Gennady L. Andrienko; Jolle W. Jolles; Daniel A. Keim (EuroVA@EuroVis, 2019)

Contextualized Analysis of Movement Events. - Siming Chen 001; Gennady L. Andrienko; Natalia V. Andrienko; Christos Doulkeridis; Athanasios Koumparos (EuroVA@EuroVis, 2019)

Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. - Theocharis Kravaris; Christos Spatharis; Alevizos Bastas; George A. Vouros; Konstantinos Blekas; Gennady L. Andrienko; Natalia V. Andrienko; Jose Manuel Cordero Garcia (CoRR, 2019)

A conceptual framework for studying collective reactions to events in location-based social media. - Alexander Dunkel; Gennady L. Andrienko; Natalia V. Andrienko; Dirk Burghardt; Eva Hauthal; Ross Purves (Int. J. Geogr. Inf. Sci., 2019)

The datAcron Ontology for the Specification of Semantic Trajectories - Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics. - George A. Vouros; Georgios M. Santipantakis; Christos Doulkeridis; Akrivi Vlachou; Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs; Jose Manuel Cordero Garcia; Miguel Garcia Martinez (J. Data Semant., 2019)

Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study. - Nikola Markovic; Przemyslaw Sekula; Zachary Vander Laan; Gennady L. Andrienko; Natalia V. Andrienko (IEEE Trans. Intell. Transp. Syst., 2019)

Analysis of Flight Variability: a Systematic Approach. - Natalia V. Andrienko; Gennady L. Andrienko; Jose Manuel Cordero Garcia; David Scarlatti (IEEE Trans. Vis. Comput. Graph., 2019)

COPE: Interactive Exploration of Co-Occurrence Patterns in Spatial Time Series. - Jie Li 006; Siming Chen 001; Kang Zhang 001; Gennady L. Andrienko; Natalia V. Andrienko (IEEE Trans. Vis. Comput. Graph., 2019)

Understanding User Behaviour through Action Sequences: From the Usual to the Unusual. - Phong H. Nguyen; Cagatay Turkay; Gennady L. Andrienko; Natalia V. Andrienko; Olivier Thonnard; Jihane Zouaoui (IEEE Trans. Vis. Comput. Graph., 2019)

Visual Analytics in the Aviation and Maritime Domains. - Gennady L. Andrienko; Natalia V. Andrienko; Georg Fuchs; Stefan Rüping 001; Jose Manuel Cordero Garcia; David Scarlatti; George A. Vouros; Ricardo Herranz; Rodrigo Marcos (Big Data Analytics for Time-Critical Mobility Forecasting, 2020)

Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications. - Gennady L. Andrienko; Natalia V. Andrienko; Steven Mark Drucker; Jean-Daniel Fekete; Danyel Fisher; Stratos Idreos; Tim Kraska; Guoliang Li 001; Kwan-Liu Ma; Jock D. Mackinlay; Antti Oulasvirta; Tobias Schreck; et al. (EDBT/ICDT Workshops, 2020)

Guide Me in Analysis: A Framework for Guidance Designers. - Davide Ceneda; Natalia V. Andrienko; Gennady L. Andrienko; Theresia Gschwandtner; Silvia Miksch; Nikolaus Piccolotto; Tobias Schreck; Marc Streit; Josef Suschnigg; Christian Tominski (Comput. Graph. Forum, 2020)

Spatio-temporal visual analytics: a vision for 2020s. - Natalia V. Andrienko; Gennady L. Andrienko (J. Spatial Inf. Sci., 2020)

Visual Analysis of Place Connectedness by Public Transport. - Natalia V. Andrienko; Gennady L. Andrienko; Fabian Patterson; Hendrik Stange (IEEE Trans. Intell. Transp. Syst., 2020)

LDA Ensembles for Interactive Exploration and Categorization of Behaviors. - Siming Chen 001; Natalia V. Andrienko; Gennady L. Andrienko; Linara Adilova; Jérémie Barlet; Jörg Kindermann; Phong H. Nguyen; Olivier Thonnard; Cagatay Turkay (IEEE Trans. Vis. Comput. Graph., 2020)

Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling. - Siming Chen 001; Jie Li 006; Gennady L. Andrienko; Natalia V. Andrienko; Yun Wang 012; Phong H. Nguyen; Cagatay Turkay (IEEE Trans. Vis. Comput. Graph., 2020)

Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time. - Jie Li 006; Siming Chen 001; Wei Chen 001; Gennady L. Andrienko; Natalia V. Andrienko (IEEE Trans. Vis. Comput. Graph., 2020)

VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics. - Phong H. Nguyen; Rafael Henkin; Siming Chen 001; Natalia V. Andrienko; Gennady L. Andrienko; Olivier Thonnard; Cagatay Turkay (IEEE Trans. Vis. Comput. Graph., 2020)

Visual Analytics of Vessel Movement. - Natalia V. Andrienko; Gennady L. Andrienko (Guide to Maritime Informatics, 2021)

(So) Big Data and the transformation of the city. - Gennady L. Andrienko; Natalia V. Andrienko; Chiara Boldrini; Guido Caldarelli; Paolo Cintia; Stefano Cresci; Angelo Facchini; Fosca Giannotti; Aristides Gionis; Riccardo Guidotti; Michael Mathioudakis; Cristina Ioana Muntean; et al. (Int. J. Data Sci. Anal., 2021)

Human migration: the big data perspective. - Alina Sîrbu; Gennady L. Andrienko; Natalia V. Andrienko; Chiara Boldrini; Marco Conti; Fosca Giannotti; Riccardo Guidotti; Simone Bertoli; Jisu Kim; Cristina Ioana Muntean; Luca Pappalardo; Andrea Passarella; et al. (Int. J. Data Sci. Anal., 2021)

Correction to: Human migration: the big data perspective. - Alina Sîrbu; Gennady L. Andrienko; Natalia V. Andrienko; Chiara Boldrini; Marco Conti; Fosca Giannotti; Riccardo Guidotti; Simone Bertoli; Jisu Kim; Cristina Ioana Muntean; Luca Pappalardo; Andrea Passarella; et al. (Int. J. Data Sci. Anal., 2021)

Constructing Spaces and Times for Tactical Analysis in Football. - Gennady L. Andrienko; Natalia V. Andrienko; Gabriel Anzer; Pascal Bauer; Guido Budziak; Georg Fuchs; Dirk Hecker; Hendrik Weber; Stefan Wrobel (IEEE Trans. Vis. Comput. Graph., 2021)

Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams. - Siming Chen 001; Natalia V. Andrienko; Gennady L. Andrienko; Jie Li 006; Xiaoru Yuan (IEEE Trans. Vis. Comput. Graph., 2021)

A theoretical model for pattern discovery in visual analytics. - Natalia V. Andrienko; Gennady L. Andrienko; Silvia Miksch; Heidrun Schumann; Stefan Wrobel (Vis. Informatics, 2021)

Toward flexible visual analytics augmented through smooth display transitions. - Christian Tominski; Gennady L. Andrienko; Natalia V. Andrienko; Susanne Bleisch; Sara Irina Fabrikant; Eva Mayr; Silvia Miksch; Margit Pohl; André Skupin (Vis. Informatics, 2021)

Visual Analytics for Human-Centered Machine Learning. - Natalia V. Andrienko; Gennady L. Andrienko; Linara Adilova; Stefan Wrobel; Theresa-Marie Rhyne (IEEE Computer Graphics and Applications, 2022)

Supporting Visual Exploration of Iterative Job Scheduling. - Gennady L. Andrienko; Natalia V. Andrienko; Jose Manuel Cordero Garcia; Dirk Hecker; George A. Vouros (IEEE Computer Graphics and Applications, 2022)

Seeking Patterns of Visual Pattern Discovery for Knowledge Building. - Natalia V. Andrienko; Gennady L. Andrienko; Siming Chen 001; Brian D. Fisher (Comput. Graph. Forum, 2022)

Mobility Data Science (Dagstuhl Seminar 22021). - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (Dagstuhl Reports, 2022)

A learning-based approach for efficient visualization construction. - Yongjian Sun; Jie Li 006; Siming Chen 001; Gennady L. Andrienko; Natalia V. Andrienko; Kang Zhang 001 (Vis. Informatics, 2022)

Extracting Movement-based Topics for Analysis of Space Use. - Gennady L. Andrienko; Natalia V. Andrienko; Dirk Hecker (EuroVA@EuroVis, 2023)

Towards a Hybrid Human-Machine Discovery of Complex Movement Patterns. - Natalia V. Andrienko; Gennady L. Andrienko; Alexander Artikis; Periklis Mantenoglou; Salvatore Rinzivillo (PKDD/ECML Workshops (2), 2023)

The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications. - Stef van den Elzen; Gennady L. Andrienko; Natalia V. Andrienko; Brian D. Fisher; Rafael Messias Martins; Jaakko Peltonen; Alexandru C. Telea; Michel Verleysen (IEEE Computer Graphics and Applications, 2023)

Towards Mobility Data Science (Vision Paper). - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (CoRR, 2023)

Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management. - Theocharis Kravaris; Konstantinos Lentzos; Georgios Santipantakis; George A. Vouros; Gennady L. Andrienko; Natalia V. Andrienko; Ian Crook; Jose Manuel Cordero Garcia; Enrique Iglesias Martinez (Appl. Intell., 2023)

Identifying, exploring, and interpreting time series shapes in multivariate time intervals. - Gota Shirato; Natalia V. Andrienko; Gennady L. Andrienko (Vis. Informatics, 2023)

A hybrid prediction and search approach for flexible and efficient exploration of big data. - Jie Li 006; Yongjian Sun; Zhenhuan Lei; Siming Chen 001; Gennady L. Andrienko; Natalia V. Andrienko; Wei Chen 001 (J. Vis., 2023)

It's about Time: Analytical Time Periodization. - Natalia V. Andrienko; Gennady L. Andrienko (Comput. Graph. Forum, 2023)

Episodes and Topics in Multivariate Temporal Data. - Natalia V. Andrienko; Gennady L. Andrienko; Gota Shirato (Comput. Graph. Forum, 2023)

Exploring and visualizing temporal relations in multivariate time series. - Gota Shirato; Natalia V. Andrienko; Gennady L. Andrienko (Vis. Informatics, 2023)

Exploring Relationships between Events in Context. - Natalia V. Andrienko; Gennady L. Andrienko (EuroVA@EuroVis, 2024)

Techniques for interactive visual examination of autonomous vessel performance. - Natalia V. Andrienko; Gennady L. Andrienko; Dimitris Zissis; Alexandros Troupiotis-Kapeliaris; Giannis Spiliopoulos (VLDB Workshops, 2024)

Topic modelling for spatial insights: Uncovering space use from movement data. - Gennady L. Andrienko; Natalia V. Andrienko; Dirk Hecker (Comput. Graph., 2024)

Human-in-the-Loop: Visual Analytics for Building Models Recognizing Behavioral Patterns in Time Series. - Natalia V. Andrienko; Gennady L. Andrienko; Alexander Artikis; Periklis Mantenoglou; Salvatore Rinzivillo (IEEE Computer Graphics and Applications, 2024)

Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts. - George Papadopoulos 006; Alevizos Bastas; George A. Vouros; Ian Crook; Natalia V. Andrienko; Gennady L. Andrienko; Jose Manuel Cordero Garcia (Expert Syst. Appl., 2024)

Mobility Data Science: Perspectives and Challenges. - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (ACM Trans. Spatial Algorithms Syst., 2024)

Visually-supported topic modeling for understanding behavioral patterns from spatio-temporal events. - Laleh Moussavi; Gennady L. Andrienko; Natalia V. Andrienko; Aidan Slingsby (Comput. Graph., 2025)

Contextualized visual analytics for multivariate events. - Lei Peng; Ziyue Lin; Natalia V. Andrienko; Gennady L. Andrienko; Siming Chen 001 (Vis. Informatics, 2025)

Re-interpreting rules interpretability. - Linara Adilova; Michael Kamp; Gennady L. Andrienko; Natalia V. Andrienko (Int. J. Data Sci. Anal., 2025)