Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2019Analysis of flight variability: A systematic approach
Andrienko, N.; Andrienko, G.; Garcia, J.M.C.; Scarlatti, D.
Journal Article
2019Applications of trajectory data from the perspective of a road transportation agency: Literature review and Maryland case study
Markovic, N.; Sekula, P.; Vander Laan, Z.; Andrienko, G.; Andrienko, N.
Journal Article
2019A conceptual framework for studying collective reactions to events in location-based social media
Dunkel, A.; Andrienko, G.; Andrienko, N.; Burghardt, D.; Hauthal, E.; Purves, R.
Journal Article
2019COPE: Interactive exploration of co-occurrence patterns in spatial time series
Li, J.; Chen, S.; Zhang, K.; Andrienko, G.; Andrienko, N.
Journal Article
2019LDA Ensembles for Interactive Exploration and Categorization of Behaviors
Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Barlet, Jeremie; Kindermann, Jörg; Nguyen, Phong H.; Thonnard, Oliver; Turkay, Cagatay
Journal Article
2019Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time
Li, Jie; Chen, Siming; Chen, Wei; Andrienko, Gennady; Andrienko, Natalia
Journal Article
2019Understanding User Behaviour through Action Sequences: From the Usual to the Unusual
Nguyen, P.; Turkay, C.; Andrienko, G.; Andrienko, N.; Thonnard, O.; Zouaoui, J.
Journal Article
2019Visual Analysis of Place Connectedness by Public Transport
Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik
Journal Article
2018Clustering trajectories by relevant parts for air traffic analysis
Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Garcia, Jose
Journal Article
2018Creating maps of artificial spaces to explore trajectories
Andrienko, G.; Andrienko, N.
Conference Paper
2018Data abstraction for visualizing large time series
Shurkhovetskyy, G.; Andrienko, N.; Andrienko, G.; Fuchs, G.
Journal Article
2018Exploring pressure in football
Andrienko, G.; Andrienko, N.; Budziak, G.; Landesberger, T. von; Weber, H.
Conference Paper
2018Increasing maritime situation awareness via trajectory detection, enrichment and recognition of events
Vouros, G.A.; Vlachou, A.; Santipantakis, G.; Doulkeridis, C.; Pelekis, N.; Georgiou, H.; Theodoridis, Y.; Patroumpas, K.; Alevizos, E.; Artikis, A.; Fuchs, G.; Mock, M.; Andrienko, G.; Andrienko, N.; Claramunt, C.; Ray, C.; Camossi, E.; Jousselme, A.-L.
Conference Paper
2018Viewing Visual Analytics as Model Building
Andrienko, N.; Lammarsch, T.; Andrienko, G.; Fuchs, G.; Keim, D.; Miksch, S.; Rind, A.
Journal Article
2017Dynamic visual abstraction of soccer movement
Sacha, D.; Al-Masoudi, F.; Stein, M.; Schreck, T.; Keim, D.A.; Andrienko, G.; Janetzko, H.
Journal Article, Conference Paper
2017Geographic data science
Andrienko, Gennady; Andrienko, Natalia; Weibel, Robert
Journal Article
2017Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS
Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y.
Journal Article
2017Maritime data integration and analysis
Claramunt, C.; Ray, C.; Camossi, E.; Salmon, L.; Jousselme, A.-L.; Hadzagic, M.; Andrienko, G.; Andrienko, N.; Theodoridis, Y.; Vouros, G.; Salmon, L.
Conference Paper
2017Mining Urban Data (Part C)
Andrienko, G.; Gunopulos, D.; Ioannidis, Y.; Kalogeraki, V.; Katakis, I.; Morik, K.; Verscheure, O.
Journal Article
2017Preface. Message from the VIS Paper Chairs and Guest Editors
Andrienko, G.; Liu, SX.; Stasko, J.; Elmqvist, N.; Lee, BS.; Ma, KL.; Ahrens, J.; Kirby, RMM.; Roerdink, J.
Journal Article
2017Revealing patterns and trends of mass mobility through spatial and temporal abstraction of origin-destination movement data
Andrienko, G.; Andrienko, N.; Fuchs, G.; Wood, J.
Journal Article
2017Specification of Semantic Trajectories Supporting Data Transformations for Analytics
Santipantakis, G.M.; Vouros, G.A.; Doulkeridis, C.; Vlachou, A.; Andrienko, G.; Andrienko, N.; Fuchs, G.; Garcia, J.M.C.; Martinez, M.G.
Conference Paper
2017A task-based view on the visual analysis of eye-tracking data
Kurzhals, K.; Burch, M.; Blascheck, T.; Andrienko, G.; Andrienko, N.; Weiskopf, D.
Conference Paper
2017Visual analysis of pressure in football
Andrienko, G.; Andrienko, N.; Budziak, G.; Dykes, J.; Fuchs, G.; Landesberger, T. von; Weber, H.
Journal Article
2017Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions
Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y.
Journal Article
2016Coordinate transformations for characterization and cluster analysis of spatial configurations in football
Andrienko, G.; Andrienko, N.; Budziak, G.; Landesberger, T. von; Weber, H.
Conference Paper
2016GeoVisual analytics: Interactivity, dynamics, and scale
Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.J.; Robinson, A.; Schumann, H.
Journal Article
2016INSIGHT: Dynamic traffic management using heterogeneous urban data
Panagiotou, N.; Zygouras, N.; Katakis, I.; Gunopulos, D.; Zacheilas, N.; Boutsis, I.; Kalogeraki, V.; Lynch, S.; O'Brien, B.; Kinane, D.; Mareček, J.; Yu, J.Y.; Verago, R.; Daly, E.; Piatkowski, N.; Liebig, T.; Bockermann, C.; Morik, K.; Schnitzler, F.; Weidlich, M.; Gal, A.; Mannor, S.; Stange, H.; Halft, W.; Andrienko, G.
Conference Paper
2016Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics
Andrienko, N.; Andrienko, G.; Rinzivillo, S.
Journal Article
2016Message from the VIS Paper Chairs and Guest Editors
Ahrens, J.; Andrienko, G.; Chen, M.; Lee, B.; Ma, K.-L.; Roerdink, J.; Tory, M.; Qu, H.
Journal Article
2016Mining Urban Data (Part B)
Andrienko, G.; Gunopulos, D.; Ioannidis, Y.; Kalogeraki, V.; Katakis, I.; Morik, K.; Verscheure, O.
Journal Article
2016Mobility graphs: Visual analysis of mass mobility dynamics via spatio-temporal graphs and clustering
Landesberger, T. von; Brodkorb, F.; Roskosch, P.; Andrienko, N.; Andrienko, G.; Kerren, A.
Journal Article
2016Overview with details for exploring geo-located graphs on maps
Brodkorb, Felix; Kuijper, Arjan; Andrienko, Gennady; Andrienko, Natalia; Landesberger, Tatiana von
Journal Article
2016Preface. Message from the paper chairs
Andrienko, G.; Liu, S.; Stasko, J.
Conference Paper
2016Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces
Andrienko, N.; Andrienko, G.; Fuchs, G.; Jankowski, P.
Journal Article
2016Understanding movement data quality
Andrienko, G.; Andrienko, N.; Fuchs, G.
Journal Article
2015Detection, tracking, and visualization of spatial event clusters for real time monitoring
Andrienko, N.; Andrienko, G.; Fuchs, G.; Rinzivillo, S.; Betz, H.-D.
Conference Paper
2015Exploiting spatial abstraction in predictive analytics of vehicle traffic
Andrienko, N.; Andrienko, G.; Rinzivillo, S.
Journal Article
2015Extracting and comparing places using geo-social media
Ostermann, F.O.; Huang, H.; Andrienko, G.; Andrienko, N.; Capineri, C.; Farkas, K.; Purves, R.S.
Conference Paper
2015Multi-perspective analysis of mobile phone call data records: A visual analytics approach
Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg
Conference Paper
2015Preface
Andrienko, G.; Chen, M.
Conference Paper
2015Preface
Andrienko, G.; Chen, M.
Conference Paper
2015Real time detection and tracking of spatial event clusters
Andrienko, N.; Andrienko, G.; Fuchs, G.; Rinzivillo, S.; Betz, H.-D.
Conference Paper
2015A semi-supervised method for topic extraction from micro postings
Fuchs, G.; Stange, H.; Samiei, A.; Andrienko, G.; Andrienko, N.
Journal Article
2015SimpliFly: A methodology for simplification and thematic enhancement of trajectories
Vrotsou, K.; Janetzko, H.; Navarra, C.; Fuchs, G.; Spretke, D.; Mansmann, F.; Andrienko, N.; Andrienko, G.
Journal Article
2015Twitter floods when it rains: A case study of the UK floods in early 2014
Saravanou, Antonia; Valkanas, George; Gunopulos, Dimitrios; Andrienko, Gennady
Conference Paper
2015Visual analytics for exploring local impact of air traffic
Buchmüller, J.; Janetzko, H.; Andrienko, G.; Andrienko, N.; Fuchs, G.; Keim, D.A.
Journal Article
2015Visual analytics methodology for scalable and privacy-respectful discovery of place semantics from episodic mobility data
Andrienko, N.; Andrienko, G.; Fuchs, G.; Jankowski, P.
Conference Paper
2015Visualization support to interactive cluster analysis
Andrienko, G.; Andrienko, N.
Conference Paper
2014Analysis of mobility behaviors in geographic and semantic spaces
Andrienko, N.; Andrienko, G.; Fuchs, G.
Conference Paper
2014Detecting and tracking dynamic clusters of spatial events
Andrienko, N.; Andrienko, G.; Fuchs, G.; Stange, H.
Conference Paper
2014A general framework for trajectory data warehousing and visual OLAP
Leonardi, L.; Orlando, S.; Raffaetà, A.; Roncato, A.; Silvestri, C.; Andrienko, G.; Andrienko, N.
Journal Article
2014GeoVisual analytics, time to focus on time
Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.-J.; Schumann, H.
Journal Article
2014GeoViz: interactive maps that help people think
Andrienko, G.; Fabrikant, S.I.; Griffin, A.L.; Dykes, J.; Schiewe, J.
Journal Article
2014Methods for analysis of spatio-temporal bluetooth tracking data
Liebig, T.; Andrienko, G.; Andrienko, N.
Journal Article
2014Privacy-aware distributed mobility data analytics
Pratesi, F.; Monreale, A.; Wang, H.; Rinzivillo, S.; Pedreschi, D.; Andrienko, G.; Andrienko, N.
Conference Paper
2014Towards (re)constructing narratives from georeferenced photographs through visual analytics
Straumann, R.K.; Çöltekin, A.; Andrienko, G.
Journal Article
2014Wind parameters extraction from aircraft trajectories
Hurter, C.; Alligier, R.; Gianazza, D.; Puechmorel, S.; Andrienko, G.; Andrienko, N.
Journal Article
2013Extracting semantics of individual places from movement data by analyzing temporal patterns of visits
Andrienko, G.; Andrienko, N.; Fuchs, G.; Raimond, A.-M.O.; Symanzik, J.; Ziemlicki, C.
Conference Paper
2013Opening up the "black box" of medical image segmentation with statistical shape models
Landesberger, Tatiana von; Andrienko, Gennady; Andrienko, Natalia; Bremm, Sebastian; Kirschner, Matthias; Wesarg, Stefan; Kuijper, Arjan
Journal Article
2013Privacy-preserving distributed movement data aggregation
Monreale, A.; Wang, W.H.; Pratesi, F.; Rinzivillo, S.; Pedreschi, D.; Andrienko, G.; Andrienko, N.
Book Article
2013Report from Dagstuhl: The liberation of mobile location data and its implications for privacy research
Andrienko, Gennady; Gkoulalas-Divanis, Aris; Gruteser, Marco; Kopp, Christine; Liebig, Thomas; Rechert, Klaus
Journal Article
2013Scalable analysis of movement data for extracting and exploring significant places
Andrienko, G.; Andrienko, N.; Hurter, C.; Rinzivillo, S.; Wrobel, S.
Journal Article
2013Semantic trajectories modeling and analysis
Parent, C.; Spaccapietra, S.; Renso, C.; Andrienko, G.; Andrienko, N.; Bogorny, V.; Damiani, M.L.; Gkoulalas-Divanis, A.; Macedo, J.; Pelekis, N.; Theodoridis, Y.; Yan, Z.X.
Journal Article
2013Space transformation for understanding group movement
Andrienko, N.; Andrienko, G.; Barrett, L.; Dostie, M.; Henzi, P.
Journal Article
2013Thematic patterns in georeferenced tweets through space-time visual analytics
Andrienko, G.; Andrienko, N.; Bosch, H.; Ertl, T.; Fuchs, G.; Jankowski, P.; Thom, D.
Journal Article
2013Tracing the German centennial flood in the stream of tweets: First lessons learned
Fuchs, G.; Andrienko, N.; Andrienko, G.; Bothe, S.; Stange, H.
Conference Paper
2013Using Bluetooth to track mobility patterns: Depicting its potential based on various case studies
Ellersiek, T.; Andrienko, G.; Andrienko, N.; Hecker, D.; Stange, H.; Mueller, M.
Conference Paper
2013A visual analytics framework for spatiotemporal analysis and modelling
Andrienko, Natalia; Andrienko, Gennady
Journal Article
2013Visual analytics of movement
Andrienko, G.; Andrienko, N.; Bak, P.; Keim, D.; Wrobel, S.
Book
2013Visual analytics of movement: An overview of methods, tools and procedures
Andrienko, Natalia; Andrienko, Gennady
Journal Article
2013Visual task solution strategies in tree diagrams
Burch, M.; Andrienko, G.; Andrienko, N.; Höferlin, M.; Raschke, M.; Weiskopf, D.
Conference Paper
20123D indoor movement analysis and visualization utilizing bluetooth tracking and spatial bayesian networks
Liebig, Thomas; Andrienko, Gennady; Andrienko, Natalia
Conference Paper
2012Air traffic analysis
Hurter, C.; Andrienko, G.; Andrienko, N.; Güting, R.H.; Sakr, M.
Book Article
2012Analysing the spatial dimension of eye movement data using a visual analytic approach
Ooms, K.; Andrienko, Gennady; Andrienko, N.; Maeyer, P. de; Fack, V.
Journal Article
2012Interactive exploration of events and presence of people in space and time through KD-photomap
Vrotsou, Katerina; Zhi, Haolin; Peca, Iulian; Andrienko, Gennady; Andrienko, Natalia
Conference Paper
2012Methods of analysis of episodic movement data
Liebig, Thomas; Andrienko, Gennady; Andrienko, Natalia
Abstract
2012Privacy issues in geospatial visual analytics
Andrienko, G.; Andrienko, N.
Conference Paper
2012Scalable cluster analysis of spatial events
Peca, Iulian; Fuchs, Georg; Vrotsou, Katerina; Andrienko, Natalia; Andrienko, Gennady
Conference Paper
2012Stacking-based visualization of trajectory attribute data
Tominski, Christian; Schumann, Heidrun; Andrienko, Gennady; Andrienko, N.
Journal Article
2012Visual analytics for understanding spatial situations from episodic movement data
Andrienko, Natalia; Andrienko, Gennady; Stange, Hendrik; Liebig, Thomas; Hecker, Dirk
Journal Article
2012Visual analytics methodology for eye movement studies
Andrienko, Gennady; Andrienko, Natalia; Burch, Michael; Weiskopf, Daniel
Journal Article
2012Visual analytics methods for categoric spatio-temporal data
Landesberger, Tatiana von; Bremm, Sebastian; Andrienko, Natalia; Andrienko, Gennady; Tekusova, Maria
Conference Paper
2012Visual analytics of movement: A rich palette of techniques to enable understanding
Andrienko, N.; Andrienko, G.
Book Article
2012Visually exploring movement data via similarity-based analysis
Pelekis, N.; Andrienko, G.; Andrienko, N.; Kopanakis, I.; Marketos, G.; Theodoridis, Y.
Journal Article
2011Analytical workflow of monitoring human mobility in big event settings using bluetooth
Stange, H.; Liebig, T.; Hecker, D.; Andrienko, G.; Andrienko, N.
Conference Paper
2011Challenging problems of geospatial visual analytics
Andrienko, G.; Andrienko, N.; Keim, D.; MacEachren, A.M.; Wrobel, S.
Journal Article
2011Composite density maps for multivariate trajectories
Scheepens, Roeland; Willems, Niels; Wetering, Huub van de; Andrienko, Gennady; Andrienko, Natalia; Wijk, Jarke J. van
Journal Article
2011A conceptual framework and taxonomy of techniques for analyzing movement
Andrienko, Gennady; Andrienko, N.; Bak, P.; Keim, D.; Kisilevich, S.; Wrobel, S.
Journal Article
2011Dynamic Time Transformations for Visualizing Multiple Trajectories in Interactive Space-Time Cube
Andrienko, Gennady; Andrienko, Natalia
Conference Paper
2011An event-based conceptual model for context-aware movement analysis
Andrienko, Gennady; Andrienko, N.; Heurich, M.
Journal Article
2011Exploring city structure from georeferenced photos using graph centrality measures
Vrotsou, Katerina; Andrienko, Natalia; Andrienko, Gennady; Jankowski, Piotr
Conference Paper
2011Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system
Sakr, M.; Andrienko, G.; Behr, T.; Andrienko, N.; Güting, R.H.; Hurter, C.
Conference Paper
2011From movement tracks through events to places: Extracting and characterizing significant places from mobility data
Andrienko, Gennady; Andrienko, Natalia; Hurter, Christophe; Rinzivillo, Salvatore; Wrobel, Stefan
Conference Paper
2011Interactive analysis of object group changes over time
Bremm, Sebastian; Landesberger, Tatiana von; Andrienko, Gennady; Andrienko, Natalia; Schreck, Tobias
Conference Paper
2011KD-photomap: Exploring photographs in space and time
Peca, I.; Zhi, H.; Vrotsou, K.; Andrienko, N.; Andrienko, G.
Conference Paper
2011Solving problems with visual analytics
Kohlhammer, Jörn; Keim, Daniel; Pohl, Margit; Santucci, Giuseppe; Andrienko, Gennady
Conference Paper, Journal Article
2011Spatial generalization and aggregation of massive movement data
Andrienko, N.; Andrienko, G.
Journal Article
2011Visual mobility analysis using T-Warehouse
Raffaetà, A.; Leonardi, L.; Marketos, G.; Andrienko, G.; Andrienko, N.; Frentzos, E.; Giatrakos, N.; Orlando, S.; Pelekis, N.; Roncato, A.; Silvestri, C.
Journal Article
2010Discovering bits of place histories from people's activity traces
Andrienko, G.; Andrienko, N.; Mladenov, M.; Mock, M.; Pölitz, C.
Conference Paper
2010Discovering landmark preferences and movement patterns from photo postings
Jankowski, P.; Andrienko, N.; Andrienko, G.; Kisilevich, S.
Journal Article
2010Dynamic and interactive displays
Andrienko, G.; Andrienko, N.
Book Article
2010Dynamic time transformation for interpreting clusters of trajectories with space-time cube
Andrienko, G.; Andrienko, N.
Conference Paper
2010Editorial. GeoVA(t) - Geospatial Visual Analytics: Focus on Time
Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.-J.; Schumann, H.
Journal Article
2010Event-based analysis of people's activities and behavior using Flickr and Panoramio geotagged photo collections
Kisilevich, S.; Krstajic, M.; Keim, D.; Andrienko, N.; Andrienko, G.
Conference Paper
2010Extracting events from spatial time series
Andrienko, G.; Andrienko, N.; Mladenov, M.; Mock, M.; Pölitz, C.
Conference Paper
2010Finding arbitrary shaped clusters with related extents in space and time
Pölitz, C.; Andrienko, G.; Andrienko, N.
Conference Paper
2010A framework for using self-organizing maps to analyze spatio-temporal patterns, exemplified by analysis of mobile phone usage
Andrienko, G.; Andrienko, N.; Bak, P.; Bremm, S.; Keim, D.A.; Landesberger, T. von; Pölitz, C.; Schreck, T.
Journal Article
2010A general framework for using aggregation in visual exploration of movement data
Andrienko, G.; Andrienko, N.
Journal Article
2010A generalisation-based approach to anonymising movement data
Andrienko, G.; Andrienko, N.; Giannotti, F.; Monreale, A.; Pedreschi, D.; Rinzivillo, S.
Conference Paper
2010Geospatial visual analytics: Focus on time
: Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.-J.; Schumann, H.
Journal Issue
2010GeoVA(t) - Geospatial visual analytics: Focus on time
: Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.-J.; Schumann, H.
Journal Issue
2010GeoVA(t) - Geospatial visual analytics: Focus on timey
Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.-J.; Schumann, H.
Journal Article
2010GeoVisualization and the digital city
: Dykes, J.; Schiewe, J.; Andrienko, G.
Journal Issue
2010GeoVisualization and the digital city. Editorial
Dykes, J.; Andrienko, G.; Andrienko, N.; Paelke, V.; Schiewe, J.
Journal Article
2010Movement data anonymity through generalization
Monreale, A.; Andrienko, G.; Andrienko, N.; Giannotti, F.; Pedreschi, D.; Rinzivillo, S.; Wrobel, S.
Journal Article
2010Sammon's projection for clustering complex geographical objects
Andrienko, G.; Andrienko, N.
Conference Paper
2010Space and time
Andrienko, G.; Andrienko, N.; Demsar, U.; Dransch, D.; Dykes, J.; Fabrikant, S.; Jern, M.; Kraak, M.-J.; Schumann, H.; Tominski, C.
Book Article