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2020 – today
- 2024
[j107]Gennady L. Andrienko
, Natalia V. Andrienko, Dirk Hecker:
Topic modelling for spatial insights: Uncovering space use from movement data. Comput. Graph. 122: 103989 (2024)- [j106]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): 14-29 (2024) - [j105]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: 121234 (2024) - [j104]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): 10 (2024) - 2023
- [j103]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): 4063-4098 (2023) - [j102]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): 78-88 (2023) - [j101]Natalia V. Andrienko, Gennady L. Andrienko:
It's about Time: Analytical Time Periodization. Comput. Graph. Forum 42(6) (2023) - [j100]Natalia V. Andrienko, Gennady L. Andrienko, Gota Shirato:
Episodes and Topics in Multivariate Temporal Data. Comput. Graph. Forum 42(6) (2023) - [j99]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): 457-475 (2023) - [j98]Gota Shirato, Natalia V. Andrienko, Gennady L. Andrienko:
Identifying, exploring, and interpreting time series shapes in multivariate time intervals. Vis. Informatics 7(1): 77-91 (2023) - [j97]Gota Shirato, Natalia V. Andrienko, Gennady L. Andrienko:
Exploring and visualizing temporal relations in multivariate time series. Vis. Informatics 7(4): 57-72 (2023) - [c82]Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker:
Extracting Movement-based Topics for Analysis of Space Use. EuroVA@EuroVis 2023: 19-24 - [i4]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 abs/2307.05717 (2023) - 2022
- [j96]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): 123-133 (2022) - [j95]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): 74-86 (2022) - [j94]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): 124-148 (2022) - [j93]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): 14-25 (2022) - [i3]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): 1-34 (2022) - 2021
- [j92]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): 311-340 (2021) - [j91]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): 341-360 (2021) - [j90]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): 77 (2021) - [j89]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): 1612-1622 (2021) - [j88]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): 2280-2297 (2021) - [j87]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): 23-42 (2021) - [j86]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): 28-38 (2021) - [p8]Natalia V. Andrienko, Gennady L. Andrienko:
Visual Analytics of Vessel Movement. Guide to Maritime Informatics 2021: 149-170 - 2020
- [j85]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): 269-288 (2020) - [j84]Natalia V. Andrienko, Gennady L. Andrienko:
Spatio-temporal visual analytics: a vision for 2020s. J. Spatial Inf. Sci. 20(1): 87-95 (2020) - [j83]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): 3196-3208 (2020) - [j82]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): 77-86 (2020) - [j81]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): 1789-1806 (2020) - [j80]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): 2499-2516 (2020) - [j79]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): 2775-2792 (2020) - [c81]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 - [p7]Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Stefan Rüping, Jose Manuel Cordero Garcia, David Scarlatti, George A. Vouros, Ricardo Herranz, Rodrigo Marcos:
Visual Analytics in the Aviation and Maritime Domains. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 59-84
2010 – 2019
- 2019
- [j78]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): 780-804 (2019) - [j77]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): 235-262 (2019) - [j76]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): 1858-1869 (2019) - [j75]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): 54-64 (2019) - [j74]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): 2554-2567 (2019) - [j73]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): 2838-2852 (2019) - [c80]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: 37-41 - [c79]Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko, Christos Doulkeridis, Athanasios Koumparos:
Contextualized Analysis of Movement Events. EuroVA@EuroVis 2019: 49-53 - [i2]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 abs/1912.06860 (2019) - 2018
- [j72]Georgiy Shurkhovetskyy, Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs:
Data Abstraction for Visualizing Large Time Series. Comput. Graph. Forum 37(1): 125-144 (2018) - [j71]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): 275-299 (2018) - [j70]Natalia V. Andrienko, Gennady L. Andrienko:
State Transition Graphs for Semantic Analysis of Movement Behaviours. Inf. Vis. 17(1): 41-65 (2018) - [j69]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): 34-44 (2018) - [j68]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): 166-180 (2018) - [c78]Gennady L. Andrienko, Natalia V. Andrienko:
Creating maps of artificial spaces to explore trajectories. AVI 2018: 53:1-53:3 - [c77]Gennady L. Andrienko, Natalia V. Andrienko, Guido Budziak, Tatiana von Landesberger, Hendrik Weber:
Exploring pressure in football. AVI 2018: 54:1-54:3 - [c76]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: 612-623 - [c75]Panagiotis Tampakis, Nikos Pelekis, Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Yannis Theodoridis:
Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL. ICDE 2018: 1581-1584 - [c74]Jie Li, Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko:
Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity. EuroVA@EuroVis 2018: 7-11 - [c73]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: 1-4 - [c72]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: 130-140 - 2017
- [j67]Gennady L. Andrienko, Natalia V. Andrienko, Robert Weibel:
Geographic Data Science. IEEE Computer Graphics and Applications 37(5): 15-17 (2017) - [j66]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): 1793-1839 (2017) - [j65]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): 2229-2231 (2017) - [j64]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): 2232-2249 (2017) - [j63]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): 2120-2136 (2017) - [j62]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): 25-39 (2017) - [c71]Andrew MacFarlane, George Buchanan, Areej Al-Wabil, Gennady L. Andrienko, Natalia V. Andrienko:
Visual Analysis of Dyslexia on Search. CHIIR 2017: 285-288 - [c70]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: 192-197 - [c69]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: 17-24 - [c68]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: 67-71 - [i1]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 abs/1708.07193 (2017) - 2016
- [j61]Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo:
Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. Inf. Syst. 57: 172-194 (2016) - [j60]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): 117-153 (2016) - [j59]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): 214-237 (2016) - [j58]Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs:
Understanding movement data quality. J. Locat. Based Serv. 10(1): 31-46 (2016) - [j57]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): 11-20 (2016) - [c67]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: 27-31 - [c66]Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo:
Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics. ECML/PKDD (3) 2016: 32-35 - [e1]Natalia V. Andrienko, Michael Sedlmair:
7th International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2016, Groningen, The Netherlands, June 6-7, 2016. Eurographics Association 2016, ISBN 978-3-03868-016-1 [contents] - 2015
- [j56]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): 181-190 (2015) - [j55]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): 421-430 (2015) - [j54]Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo:
Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic. ISPRS Int. J. Geo Inf. 4(2): 591-606 (2015) - [j53]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): 49-56 (2015) - [j52]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): 27-34 (2015) - [j51]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): 107-121 (2015) - [c65]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: 1-10 - [c64]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: 3-22 - [c63]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: 254-258 - [c62]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: 316-319 - [c61]Gennady L. Andrienko, Natalia V. Andrienko:
Visualization Support to Interactive Cluster Analysis. ECML/PKDD (3) 2015: 337-340 - 2014
- [j50]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): 273-312 (2014) - [j49]Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Menno-Jan Kraak, Heidrun Schumann:
GeoVisual analytics, time to focus on time. Inf. Vis. 13(3): 187-189 (2014) - [j48]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: 28-43 (2014) - [c60]Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs:
Multi-perspective Analysis of Mobile Phone Call Data Records: A Visual Analytics Approach. eBISS 2014: 39-59 - [c59]Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Hendrik Stange:
Detecting and tracking dynamic clusters of spatial events. IEEE VAST 2014: 219-220 - [c58]Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs:
Analysis of mobility behaviors in geographic and semantic spaces. IEEE VAST 2014: 341-342 - 2013
- [b3]Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Daniel A. Keim, Stefan Wrobel:
Visual Analytics of Movement. Springer 2013, ISBN 978-3-642-37582-8, pp. I-XVIII, 1-387 - [j47]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): 72-82 (2013) - [j46]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): 42:1-42:32 (2013) - [j45]Natalia V. Andrienko, Gennady L. Andrienko:
A visual analytics framework for spatio-temporal analysis and modelling. Data Min. Knowl. Discov. 27(1): 55-83 (2013) - [j44]Natalia V. Andrienko, Gennady L. Andrienko:
Visual analytics of movement: An overview of methods, tools and procedures. Inf. Vis. 12(1): 3-24 (2013) - [j43]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): 1078-1094 (2013) - [j42]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): 2169-2178 (2013) - [j41]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): 893-905 (2013) - [c57]Anna Monreale, Wendy Hui Wang, Francesca Pratesi, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko:
Privacy-Preserving Distributed Movement Data Aggregation. AGILE Conf. 2013: 225-245 - [c56]Michael Burch, Gennady L. Andrienko, Natalia V. Andrienko, Markus Höferlin, Michael Raschke, Daniel Weiskopf:
Visual task solution strategies in tree diagrams. PacificVis 2013: 169-176 - [c55]Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs:
Towards Privacy-Preserving Semantic Mobility Analysis. EuroVA@EuroVis 2013 - [c54]Timothy Ellersiek, Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker, Hendrik Stange, Marc Mueller:
Using Bluetooth to track mobility patterns: depicting its potential based on various case studies. ISA 2013: 1-7 - [c53]