Natalia V. Andrienko

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 72

Top Venues

IEEE Trans. Vis. Comput. Graph.

Comput. Graph. Forum

Vis. Informatics

ECML/PKDD (3)

Publications

Natalia V. Andrienko, Gennady L. Andrienko, Alexander Artikis, Periklis Mantenoglou, Salvatore Rinzivillo
Human-in-the-Loop: Visual Analytics for Building Models Recognizing Behavioral Patterns in Time Series. IEEE Computer Graphics and Applications 44 (3) (2024)
George Papadopoulos, Alevizos Bastas, George A. Vouros, Ian Crook, Natalia V. Andrienko, Gennady L. Andrienko, Jose Manuel Cordero Garcia
Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts. Expert Syst. Appl. 236 (2024)
Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker
Topic modelling for spatial insights: Uncovering space use from movement data. Comput. Graph. 122 (2024)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker
Extracting Movement-based Topics for Analysis of Space Use. EuroVA@EuroVis (2023)
Natalia V. Andrienko, Gennady L. Andrienko, Gota Shirato
Episodes and Topics in Multivariate Temporal Data. Comput. Graph. Forum 42 (6) (2023)
Gota Shirato, Natalia V. Andrienko, Gennady L. Andrienko
Identifying, exploring, and interpreting time series shapes in multivariate time intervals. Vis. Informatics 7 (1) (2023)
Jie Li, Yongjian Sun, Zhenhuan Lei, Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko, Wei Chen
A hybrid prediction and search approach for flexible and efficient exploration of big data. J. Vis. 26 (2) (2023)
Theocharis Kravaris, Konstantinos Lentzos, Georgios Santipantakis, George A. Vouros, Gennady L. Andrienko, Natalia V. Andrienko, Ian Crook, Jose Manuel Cordero Garcia, Enrique Iglesias Martinez
Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management. Appl. Intell. 53 (4) (2023)
Gota Shirato, Natalia V. Andrienko, Gennady L. Andrienko
Exploring and visualizing temporal relations in multivariate time series. Vis. Informatics 7 (4) (2023)
Natalia V. Andrienko, Gennady L. Andrienko
It's about Time: Analytical Time Periodization. Comput. Graph. Forum 42 (6) (2023)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Towards Mobility Data Science (Vision Paper). CoRR (2023)
Stef van den Elzen, Gennady L. Andrienko, Natalia V. Andrienko, Brian D. Fisher, Rafael Messias Martins, Jaakko Peltonen, Alexandru C. Telea, Michel Verleysen
The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications. IEEE Computer Graphics and Applications 43 (2) (2023)
Yongjian Sun, Jie Li, Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko, Kang Zhang
A learning-based approach for efficient visualization construction. Vis. Informatics 6 (1) (2022)
Natalia V. Andrienko, Gennady L. Andrienko, Siming Chen, Brian D. Fisher
Seeking Patterns of Visual Pattern Discovery for Knowledge Building. Comput. Graph. Forum 41 (6) (2022)
Gennady L. Andrienko, Natalia V. Andrienko, Jose Manuel Cordero Garcia, Dirk Hecker, George A. Vouros
Supporting Visual Exploration of Iterative Job Scheduling. IEEE Computer Graphics and Applications 42 (3) (2022)
Natalia V. Andrienko, Gennady L. Andrienko, Linara Adilova, Stefan Wrobel, Theresa-Marie Rhyne
Visual Analytics for Human-Centered Machine Learning. IEEE Computer Graphics and Applications 42 (1) (2022)
Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12 (1) (2022)
Natalia V. Andrienko, Gennady L. Andrienko, Silvia Miksch, Heidrun Schumann, Stefan Wrobel
A theoretical model for pattern discovery in visual analytics. Vis. Informatics 5 (1) (2021)
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, Luca Pappalardo, Dino Pedreschi, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti
(So) Big Data and the transformation of the city. Int. J. Data Sci. Anal. 11 (4) (2021)
Siming Chen, Natalia V. Andrienko, Gennady L. Andrienko, Jie Li, Xiaoru Yuan
Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Christian Tominski, Gennady L. Andrienko, Natalia V. Andrienko, Susanne Bleisch, Sara Irina Fabrikant, Eva Mayr, Silvia Miksch, Margit Pohl, André Skupin
Toward flexible visual analytics augmented through smooth display transitions. Vis. Informatics 5 (3) (2021)
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, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma
Human migration: the big data perspective. Int. J. Data Sci. Anal. 11 (4) (2021)
Gennady L. Andrienko, Natalia V. Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, Stefan Wrobel
Constructing Spaces and Times for Tactical Analysis in Football. IEEE Trans. Vis. Comput. Graph. 27 (4) (2021)
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, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma
Correction to: Human migration: the big data perspective. Int. J. Data Sci. Anal. 12 (1) (2021)
Gennady L. Andrienko, Natalia V. Andrienko, Steven Mark Drucker, Jean-Daniel Fekete, Danyel Fisher, Stratos Idreos, Tim Kraska, Guoliang Li, Kwan-Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schumann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications. EDBT/ICDT Workshops (2020)
Siming Chen, Jie Li, Gennady L. Andrienko, Natalia V. Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay
Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling. IEEE Trans. Vis. Comput. Graph. 26 (7) (2020)
Davide Ceneda, Natalia V. Andrienko, Gennady L. Andrienko, Theresia Gschwandtner, Silvia Miksch, Nikolaus Piccolotto, Tobias Schreck, Marc Streit, Josef Suschnigg, Christian Tominski
Guide Me in Analysis: A Framework for Guidance Designers. Comput. Graph. Forum 39 (6) (2020)
Jie Li, Siming Chen, Wei Chen, Gennady L. Andrienko, Natalia V. Andrienko
Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time. IEEE Trans. Vis. Comput. Graph. 26 (4) (2020)
Natalia V. Andrienko, Gennady L. Andrienko, Fabian Patterson, Hendrik Stange
Visual Analysis of Place Connectedness by Public Transport. IEEE Trans. Intell. Transp. Syst. 21 (8) (2020)
Siming Chen, Natalia V. Andrienko, Gennady L. Andrienko, Linara Adilova, Jérémie Barlet, Jörg Kindermann, Phong H. Nguyen, Olivier Thonnard, Cagatay Turkay
LDA Ensembles for Interactive Exploration and Categorization of Behaviors. IEEE Trans. Vis. Comput. Graph. 26 (9) (2020)
Natalia V. Andrienko, Gennady L. Andrienko
Spatio-temporal visual analytics: a vision for 2020s. J. Spatial Inf. Sci. 20 (1) (2020)
Phong H. Nguyen, Rafael Henkin, Siming Chen, Natalia V. Andrienko, Gennady L. Andrienko, Olivier Thonnard, Cagatay Turkay
VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Phong H. Nguyen, Cagatay Turkay, Gennady L. Andrienko, Natalia V. Andrienko, Olivier Thonnard, Jihane Zouaoui
Understanding User Behaviour through Action Sequences: From the Usual to the Unusual. IEEE Trans. Vis. Comput. Graph. 25 (9) (2019)
Theocharis Kravaris, Christos Spatharis, Alevizos Bastas, George A. Vouros, Konstantinos Blekas, Gennady L. Andrienko, Natalia V. Andrienko, Jose Manuel Cordero Garcia
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. CoRR (2019)
Juri Buchmüller, Eren Cakmak, Natalia V. Andrienko, Gennady L. Andrienko, Jolle W. Jolles, Daniel A. Keim
Moving Together: Towards a Formalization of Collective Movement. EuroVA@EuroVis (2019)
Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko, Christos Doulkeridis, Athanasios Koumparos
Contextualized Analysis of Movement Events. EuroVA@EuroVis (2019)
Natalia V. Andrienko, Gennady L. Andrienko, Jose Manuel Cordero Garcia, David Scarlatti
Analysis of Flight Variability: a Systematic Approach. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Alexander Dunkel, Gennady L. Andrienko, Natalia V. Andrienko, Dirk Burghardt, Eva Hauthal, Ross Purves
A conceptual framework for studying collective reactions to events in location-based social media. Int. J. Geogr. Inf. Sci. 33 (4) (2019)
Jie Li, Siming Chen, Kang Zhang, Gennady L. Andrienko, Natalia V. Andrienko
COPE: Interactive Exploration of Co-Occurrence Patterns in Spatial Time Series. IEEE Trans. Vis. Comput. Graph. 25 (8) (2019)
Nikola Markovic, Przemyslaw Sekula, Zachary Vander Laan, Gennady L. Andrienko, Natalia V. Andrienko
Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study. IEEE Trans. Intell. Transp. Syst. 20 (5) (2019)
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
The datAcron Ontology for the Specification of Semantic Trajectories - Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics. J. Data Semant. 8 (4) (2019)
Jie Li, Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko
Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity. EuroVA@EuroVis (2018)
Georgiy Shurkhovetskyy, Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs
Data Abstraction for Visualizing Large Time Series. Comput. Graph. Forum 37 (1) (2018)
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, Gennady L. Andrienko, Natalia V. Andrienko, Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme
Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. W2GIS (2018)
Panagiotis Tampakis, Nikos Pelekis, Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Yannis Theodoridis
Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL. ICDE (2018)
Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia
Clustering Trajectories by Relevant Parts for Air Traffic Analysis. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Natalia V. Andrienko, Gennady L. Andrienko
State Transition Graphs for Semantic Analysis of Movement Behaviours. Inf. Vis. 17 (1) (2018)
Natalia V. Andrienko, Tim Lammarsch, Gennady L. Andrienko, Georg Fuchs, Daniel A. Keim, Silvia Miksch, Alexander Rind
Viewing Visual Analytics as Model Building. Comput. Graph. Forum 37 (6) (2018)
Siming Chen, Shuai Chen, Natalia V. Andrienko, Gennady L. Andrienko, Phong H. Nguyen, Cagatay Turkay, Olivier Thonnard, Xiaoru Yuan
User Behavior Map: Visual Exploration for Cyber Security Session Data. VizSEC (2018)
Christopher Collins, Natalia V. Andrienko, Tobias Schreck, Jing Yang, Jaegul Choo, Ulrich Engelke, Amit Jena, Tim Dwyer
Guidance in the human-machine analytics process. Vis. Informatics 2 (3) (2018)
Gennady L. Andrienko, Natalia V. Andrienko, Guido Budziak, Tatiana von Landesberger, Hendrik Weber
Exploring pressure in football. AVI (2018)
Gennady L. Andrienko, Natalia V. Andrienko
Creating maps of artificial spaces to explore trajectories. AVI (2018)
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, David Scarlatti, Georg Fuchs, Gennady L. Andrienko, Natalia V. Andrienko, Michael Mock, Elena Camossi, Anne-Laure Jousselme, Jose Manuel Cordero Garcia
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges. EDBT (2018)
Gennady L. Andrienko, Natalia V. Andrienko, Wei Chen, Ross Maciejewski, Ye Zhao
Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions. IEEE Trans. Intell. Transp. Syst. 18 (8) (2017)
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
Specification of Semantic Trajectories Supporting Data Transformations for Analytics: The datAcron Ontology. SEMANTiCS (2017)
Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Jo Wood
Revealing Patterns and Trends of Mass Mobility Through Spatial and Temporal Abstraction of Origin-Destination Movement Data. IEEE Trans. Vis. Comput. Graph. 23 (9) (2017)
Nikola Markovic, Przemyslaw Sekula, Zachary Vander Laan, Gennady L. Andrienko, Natalia V. Andrienko
Applications of Trajectory Data in Transportation: Literature Review and Maryland Case Study. CoRR (2017)
Andrew MacFarlane, George Buchanan, Areej Al-Wabil, Gennady L. Andrienko, Natalia V. Andrienko
Visual Analysis of Dyslexia on Search. CHIIR (2017)
Gennady L. Andrienko, Natalia V. Andrienko, Wei Chen, Ross Maciejewski, Ye Zhao
Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS. IEEE Trans. Intell. Transp. Syst. 18 (8) (2017)
Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme, Melita Hadzagic, Gennady L. Andrienko, Natalia V. Andrienko, Yannis Theodoridis, George A. Vouros, Loïc Salmon
Maritime data integration and analysis: recent progress and research challenges. EDBT (2017)
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
Visual exploration of movement and event data with interactive time masks. Vis. Informatics 1 (1) (2017)
Phong H. Nguyen, Cagatay Turkay, Gennady L. Andrienko, Natalia V. Andrienko, Olivier Thonnard
A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis. EuroVA@EuroVis (2017)
Gennady L. Andrienko, Natalia V. Andrienko, Robert Weibel
Geographic Data Science. IEEE Computer Graphics and Applications 37 (5) (2017)
Gennady L. Andrienko, Natalia V. Andrienko, Guido Budziak, Jason Dykes, Georg Fuchs, Tatiana von Landesberger, Hendrik Weber
Visual analysis of pressure in football. Data Min. Knowl. Discov. 31 (6) (2017)
Tatiana von Landesberger, Felix Brodkorb, Philipp Roskosch, Natalia V. Andrienko, Gennady L. Andrienko, Andreas Kerren
MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics. ECML/PKDD (3) (2016)
Felix Brodkorb, Arjan Kuijper, Gennady L. Andrienko, Natalia V. Andrienko, Tatiana von Landesberger
Overview with details for exploring geo-located graphs on maps. Inf. Vis. 15 (3) (2016)
Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. Inf. Syst. 57 (2016)
Gennady L. Andrienko, Natalia V. Andrienko, Guido Budziak, Tatiana von Landesberger, Hendrik Weber
Coordinate Transformations for Characterization and Cluster Analysis of Spatial Configurations in Football. ECML/PKDD (3) (2016)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Piotr Jankowski
Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces. Inf. Vis. 15 (2) (2016)
Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs
Understanding movement data quality. J. Locat. Based Serv. 10 (1) (2016)
Georg Fuchs, Hendrik Stange, Dirk Hecker, Natalia V. Andrienko, Gennady L. Andrienko
Constructing semantic interpretation of routine and anomalous mobility behaviors from big data. ACM SIGSPATIAL Special 7 (1) (2015)
Gennady L. Andrienko, Natalia V. Andrienko
Visualization Support to Interactive Cluster Analysis. ECML/PKDD (3) (2015)
Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic. ISPRS Int. J. Geo Inf. 4 (2) (2015)
Kuno Kurzhals, Michael Burch, Tanja Blascheck, Gennady L. Andrienko, Natalia V. Andrienko, Daniel Weiskopf
A Task-Based View on the Visual Analysis of Eye-Tracking Data. ETVIS (2015)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
Real Time Detection and Tracking of Spatial Event Clusters. ECML/PKDD (3) (2015)
Juri Buchmüller, Halldór Janetzko, Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Daniel A. Keim
Visual Analytics for Exploring Local Impact of Air Traffic. Comput. Graph. Forum 34 (3) (2015)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Piotr Jankowski
Visual Analytics Methodology for Scalable and Privacy-Respectful Discovery of Place Semantics from Episodic Mobility Data. ECML/PKDD (3) (2015)
Martin Luboschik, Martin Rohlig, Arne T. Bittig, Natalia V. Andrienko, Heidrun Schumann, Christian Tominski
Feature-Driven Visual Analytics of Chaotic Parameter-Dependent Movement. Comput. Graph. Forum 34 (3) (2015)
Georg Fuchs, Hendrik Stange, Ahmad Samiei, Gennady L. Andrienko, Natalia V. Andrienko
A semi-supervised method for topic extraction from micro postings. it Inf. Technol. 57 (1) (2015)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
Detection, tracking, and visualization of spatial event clusters for real time monitoring. DSAA (2015)
Katerina Vrotsou, Halldor Janetzko, Carlo Navarra, Georg Fuchs, David Spretke, Florian Mansmann, Natalia V. Andrienko, Gennady L. Andrienko
SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories. IEEE Trans. Vis. Comput. Graph. 21 (1) (2015)
Christophe Hurter, Richard Alligier, David Gianazza, Stéphane Puechmorel, Gennady L. Andrienko, Natalia V. Andrienko
Wind parameters extraction from aircraft trajectories. Comput. Environ. Urban Syst. 47 (2014)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs
Analysis of mobility behaviors in geographic and semantic spaces. IEEE VAST (2014)
Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Menno-Jan Kraak, Heidrun Schumann
GeoVisual analytics, time to focus on time. Inf. Vis. 13 (3) (2014)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Hendrik Stange
Detecting and tracking dynamic clusters of spatial events. IEEE VAST (2014)
Luca Leonardi, Salvatore Orlando, Alessandra Raffaetà, Alessandro Roncato, Claudio Silvestri, Gennady L. Andrienko, Natalia V. Andrienko
A general framework for trajectory data warehousing and visual OLAP. GeoInformatica 18 (2) (2014)
Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs
Multi-perspective Analysis of Mobile Phone Call Data Records: A Visual Analytics Approach. eBISS (2014)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs
Towards Privacy-Preserving Semantic Mobility Analysis. EuroVA@EuroVis (2013)
Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Ana-Maria Olteanu Raimond, Jürgen Symanzik, Cezary Ziemlicki
Extracting Semantics of Individual Places from Movement Data by Analyzing Temporal Patterns of Visits. COMP@SIGSPATIAL (2013)
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
Semantic trajectories modeling and analysis. ACM Comput. Surv. 45 (4) (2013)
Natalia V. Andrienko, Gennady L. Andrienko, Louise Barrett, Marcus Dostie, S. Peter Henzi
Space Transformation for Understanding Group Movement. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Gennady L. Andrienko, Natalia V. Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel
Scalable Analysis of Movement Data for Extracting and Exploring Significant Places. IEEE Trans. Vis. Comput. Graph. 19 (7) (2013)
Georg Fuchs, Natalia V. Andrienko, Gennady L. Andrienko, Sebastian Bothe, Hendrik Stange
Tracing the German centennial flood in the stream of tweets: first lessons learned. GEOGROWD (2013)
Gennady L. Andrienko, Natalia V. Andrienko, Harald Bosch, Thomas Ertl, Georg Fuchs, Piotr Jankowski, Dennis Thom
Thematic Patterns in Georeferenced Tweets through Space-Time Visual Analytics. Comput. Sci. Eng. 15 (3) (2013)
Natalia V. Andrienko, Gennady L. Andrienko
Visual analytics of movement: An overview of methods, tools and procedures. Inf. Vis. 12 (1) (2013)
Francesca Pratesi, Anna Monreale, Hui Wang, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko
Privacy-Aware Distributed Mobility Data Analytics. SEBD (2013)
Tatiana von Landesberger, Gennady L. Andrienko, Natalia V. Andrienko, Sebastian Bremm, Matthias Kirschner, Stefan Wesarg, Arjan Kuijper
Opening up the "black box" of medical image segmentation with statistical shape models. Vis. Comput. 29 (9) (2013)
Michael Burch, Gennady L. Andrienko, Natalia V. Andrienko, Markus Höferlin, Michael Raschke, Daniel Weiskopf
Visual task solution strategies in tree diagrams. PacificVis (2013)

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Publication Activity (10 Years)

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Natalia V. Andrienko