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ORCIDGennady L. Andrienko
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- affiliation: Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt-Augustin, Germany
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2020 – today
- 2024
[j117]Gennady L. Andrienko
, Natalia V. Andrienko, Dirk Hecker:
Topic modelling for spatial insights: Uncovering space use from movement data. Comput. Graph. 122: 103989 (2024)- [j116]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) - [j115]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) - [j114]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) - [c89]Natalia V. Andrienko, Gennady L. Andrienko, Dimitris Zissis, Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos:
Techniques for interactive visual examination of autonomous vessel performance. VLDB Workshops 2024 - 2023
- [j113]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) - [j112]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) - [j111]Natalia V. Andrienko, Gennady L. Andrienko:
It's about Time: Analytical Time Periodization. Comput. Graph. Forum 42(6) (2023) - [j110]Natalia V. Andrienko, Gennady L. Andrienko, Gota Shirato:
Episodes and Topics in Multivariate Temporal Data. Comput. Graph. Forum 42(6) (2023) - [j109]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) - [j108]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) - [j107]Gota Shirato, Natalia V. Andrienko, Gennady L. Andrienko:
Exploring and visualizing temporal relations in multivariate time series. Vis. Informatics 7(4): 57-72 (2023) - [c88]Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker:
Extracting Movement-based Topics for Analysis of Space Use. EuroVA@EuroVis 2023: 19-24 - [i5]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
- [j106]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) - [j105]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) - [j104]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) - [j103]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) - [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, 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
- [j102]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani:
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics Inf. Technol. 23(S1): 1-6 (2021) - [j101]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) - [j100]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) - [j99]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) - [j98]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) - [j97]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) - [j96]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) - [j95]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
- [j94]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) - [j93]Natalia V. Andrienko, Gennady L. Andrienko:
Spatio-temporal visual analytics: a vision for 2020s. J. Spatial Inf. Sci. 20(1): 87-95 (2020) - [j92]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani:
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Trans. Data Priv. 13(1): 61-66 (2020) - [j91]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) - [j90]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) - [j89]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) - [j88]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) - [j87]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) - [c87]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 - [e5]George A. Vouros, Gennady L. Andrienko, Christos Doulkeridis, Nikolaos Pelekis, Alexander Artikis, Anne-Laure Jousselme, Cyril Ray, José Manuel Cordero Garcia, David Scarlatti:
Big Data Analytics for Time-Critical Mobility Forecasting, From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains. Springer 2020, ISBN 978-3-030-45163-9 [contents] - [i3]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani:
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. CoRR abs/2004.05222 (2020)
2010 – 2019
- 2019
- [j86]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) - [j85]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) - [j84]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) - [j83]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) - [j82]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) - [j81]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) - [c86]Nikolaos Pitropakis, Marios Logothetis, Gennady L. Andrienko, Jason Stefanatos, Eirini Karapistoli, Costas Lambrinoudakis:
Towards the Creation of a Threat Intelligence Framework for Maritime Infrastructures. CyberICPS/SECPRE/SPOSE/ADIoT@ESORICS 2019: 53-68 - [c85]Petros Petrou, Panagiotis Nikitopoulos, Panagiotis Tampakis, Apostolos Glenis, Nikolaos Koutroumanis, Georgios M. Santipantakis, Kostas Patroumpas, Akrivi Vlachou, Harris V. Georgiou, Eva Chondrodima, Christos Doulkeridis, Nikos Pelekis, Gennady L. Andrienko, Fabian Patterson, Georg Fuchs, Yannis Theodoridis, George A. Vouros:
ARGO: A Big Data Framework for Online Trajectory Prediction. SSTD 2019: 194-197 - [c84]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 - [c83]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
- [j80]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) - [j79]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) - [j78]Natalia V. Andrienko, Gennady L. Andrienko:
State Transition Graphs for Semantic Analysis of Movement Behaviours. Inf. Vis. 17(1): 41-65 (2018) - [j77]Manuel Stein, Halldor Janetzko, Andreas Lamprecht, Thorsten Breitkreutz, Philipp Zimmermann, Bastian Goldlücke, Tobias Schreck, Gennady L. Andrienko, Michael Grossniklaus, Daniel A. Keim:
Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis. IEEE Trans. Vis. Comput. Graph. 24(1): 13-22 (2018) - [j76]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) - [j75]Shixia Liu, Gennady L. Andrienko, Yingcai Wu, Nan Cao, Liu Jiang, Conglei Shi, Yu-Shuen Wang, Seokhee Hong:
Steering data quality with visual analytics: The complexity challenge. Vis. Informatics 2(4): 191-197 (2018) - [c82]Gennady L. Andrienko, Natalia V. Andrienko:
Creating maps of artificial spaces to explore trajectories. AVI 2018: 53:1-53:3 - [c81]Gennady L. Andrienko, Natalia V. Andrienko, Guido Budziak, Tatiana von Landesberger, Hendrik Weber:
Exploring pressure in football. AVI 2018: 54:1-54:3 - [c80]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 - [c79]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 - [c78]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 - [c77]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 - [c76]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
- [j74]Gennady L. Andrienko, Natalia V. Andrienko, Robert Weibel:
Geographic Data Science. IEEE Computer Graphics and Applications 37(5): 15-17 (2017) - [j73]Dominik Sacha, F. Al-amoody, Manuel Stein, Tobias Schreck, Daniel A. Keim, Gennady L. Andrienko, Halldór Janetzko:
Dynamic Visual Abstraction of Soccer Movement. Comput. Graph. Forum 36(3): 305-315 (2017) - [j72]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) - [j71]Gennady L. Andrienko, Dimitrios Gunopulos, Yannis E. Ioannidis, Vana Kalogeraki, Ioannis Katakis, Katharina Morik, Olivier Verscheure:
Mining Urban Data (Part C). Inf. Syst. 64: 219-220 (2017) - [j70]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) - [j69]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) - [j68]Gennady L. Andrienko, Shixia Liu, John T. Stasko, Niklas Elmqvist, Bongshin Lee, Kwan-Liu Ma, James P. Ahrens, Robert M. Kirby, Jos B. T. M. Roerdink:
Preface. IEEE Trans. Vis. Comput. Graph. 23(1): xi-xv (2017) - [j67]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) - [j66]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) - [c75]Andrew MacFarlane, George Buchanan, Areej Al-Wabil, Gennady L. Andrienko, Natalia V. Andrienko:
Visual Analysis of Dyslexia on Search. CHIIR 2017: 285-288 - [c74]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 - [c73]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 - [c72]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
- [j65]Gennady L. Andrienko, Dimitrios Gunopulos, Yannis E. Ioannidis, Vana Kalogeraki, Ioannis Katakis, Katharina Morik, Olivier Verscheure:
Mining Urban Data (Part B). Inf. Syst. 57: 75-76 (2016) - [j64]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) - [j63]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) - [j62]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) - [j61]Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs:
Understanding movement data quality. J. Locat. Based Serv. 10(1): 31-46 (2016) - [j60]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) - [c71]Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko:
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. ECML/PKDD (3) 2016: 22-26 - [c70]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 - [c69]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 - [e4]Gennady L. Andrienko, Shixia Liu, John T. Stasko:
11th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2016, Baltimore, MD, USA, October 23-28, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-5661-3 [contents] - 2015
- [j59]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) - [j58]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) - [j57]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) - [j56]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) - [j55]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) - [c68]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 - [c67]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 - [c66]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 - [c65]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 - [c64]Gennady L. Andrienko, Natalia V. Andrienko:
Visualization Support to Interactive Cluster Analysis. ECML/PKDD (3) 2015: 337-340 - [c63]Antonia Saravanou, George Valkanas, Dimitrios Gunopulos, Gennady L. Andrienko:
Twitter Floods when it Rains: A Case Study of the UK Floods in early 2014. WWW (Companion Volume) 2015: 1233-1238 - [e3]Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik, Gennady L. Andrienko, Shie Mannor:
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), Lille, France, July 11th, 2015. CEUR Workshop Proceedings 1392, CEUR-WS.org 2015 [contents] - [e2]Min Chen, Gennady L. Andrienko:
10th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2015, Chicago, IL, USA, October 25-30, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-9783-4 [contents] - 2014
- [j54]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) - [j53]Gennady L. Andrienko, Sara Irina Fabrikant, Amy L. Griffin, Jason Dykes, Jochen Schiewe:
GeoViz: interactive maps that help people think. Int. J. Geogr. Inf. Sci. 28(10): 2009-2012 (2014) - [j52]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) - [j51]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) - [c62]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 - [c61]Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Hendrik Stange:
Detecting and tracking dynamic clusters of spatial events. IEEE VAST 2014: 219-220 - [c60]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 - [j50]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) - [j49]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) - [j48]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) - [j47]Natalia V. Andrienko, Gennady L. Andrienko:
Visual analytics of movement: An overview of methods, tools and procedures. Inf. Vis. 12(1): 3-24 (2013) - [j46]Gennady L. Andrienko, Aris Gkoulalas-Divanis, Marco Gruteser, Christine Kopp, Thomas Liebig, Klaus Rechert:
Report from Dagstuhl: the liberation of mobile location data and its implications for privacy research. ACM SIGMOBILE Mob. Comput. Commun. Rev. 17(2): 7-18 (2013) - [j45]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) - [j44]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) - [j43]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) - [c59]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 - [c58]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 - [c57]Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs:
Towards Privacy-Preserving Semantic Mobility Analysis. EuroVA@EuroVis 2013 - [c56]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 - [c55]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: 9-15 - [c54]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: 31-38 - [c53]Francesca Pratesi, Anna Monreale, Hui Wang, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko:
Privacy-Aware Distributed Mobility Data Analytics. SEBD 2013: 329-342 - [p6]Natalia V. Andrienko, Gennady L. Andrienko:
Visual Analytics of Movement: A Rich Palette of Techniques to Enable Understanding. Mobility Data 2013: 149-173 - [p5]Christophe Hurter, Gennady L. Andrienko, Natalia V. Andrienko, Ralf Hartmut Güting, Mahmoud Attia Sakr:
Air Traffic Analysis. Mobility Data 2013: 240-258 - 2012
- [j42]Kristien Ooms, Gennady L. Andrienko, Natalia V. Andrienko, Philippe De Maeyer, Veerle Fack:
Analysing the spatial dimension of eye movement data using a visual analytic approach. Expert Syst. Appl. 39(1): 1324-1332 (2012) - [j41]Nikos Pelekis, Gennady L. Andrienko, Natalia V. Andrienko, Ioannis Kopanakis, Gerasimos Marketos, Yannis Theodoridis:
Visually exploring movement data via similarity-based analysis. J. Intell. Inf. Syst. 38(2): 343-391 (2012) - [j40]Natalia V. Andrienko, Gennady L. Andrienko, Hendrik Stange, Thomas Liebig, Dirk Hecker:
Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. Künstliche Intell. 26(3): 241-251 (2012) - [j39]Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz:
Identifying Place Histories from Activity Traces with an Eye to Parameter Impact. IEEE Trans. Vis. Comput. Graph. 18(5): 675-688 (2012) - [j38]Christian Tominski, Heidrun Schumann, Gennady L. Andrienko, Natalia V. Andrienko:
Stacking-Based Visualization of Trajectory Attribute Data. IEEE Trans. Vis. Comput. Graph. 18(12): 2565-2574 (2012) - [j37]Gennady L. Andrienko, Natalia V. Andrienko, Michael Burch, Daniel Weiskopf:
Visual Analytics Methodology for Eye Movement Studies. IEEE Trans. Vis. Comput. Graph. 18(12): 2889-2898 (2012) - [c52]Katerina Vrotsou, Haolin Zhi, Iulian Peca, Gennady L. Andrienko, Natalia V. Andrienko:
Interactive exploration of events and presence of people in space and time through KD-photomap. AVI 2012: 804-805 - [c51]Tatiana von Landesberger, Sebastian Bremm, Natalia V. Andrienko, Gennady L. Andrienko, Maria Tekusova:
Visual analytics methods for categoric spatio-temporal data. IEEE VAST 2012: 183-192 - [c50]Iulian Peca, Georg Fuchs, Katerina Vrotsou, Natalia V. Andrienko, Gennady L. Andrienko:
Scalable Cluster Analysis of Spatial Events. EuroVA@EuroVis 2012 - 2011
- [j36]Gennady L. Andrienko, Jason Dykes, Bin Jiang, Jochen Schiewe:
GeoViz - Linking Geovisualization with Spatial Analysis and Modelling. Cartogr. Int. J. Geogr. Inf. Geovisualization 46(4): 209-210 (2011) - [j35]Gennady L. Andrienko, Natalia V. Andrienko, Marco Heurich:
An event-based conceptual model for context-aware movement analysis. Int. J. Geogr. Inf. Sci. 25(9): 1347-1370 (2011) - [j34]Alessandra Raffaetà, Luca Leonardi, Gerasimos Marketos, Gennady L. Andrienko, Natalia V. Andrienko, Elias Frentzos, Nikos Giatrakos, Salvatore Orlando, Nikos Pelekis, Alessandro Roncato, Claudio Silvestri:
Visual Mobility Analysis using T-Warehouse. Int. J. Data Warehous. Min. 7(1): 1-23 (2011) - [j33]Natalia V. Andrienko, Gennady L. Andrienko:
Spatial Generalization and Aggregation of Massive Movement Data. IEEE Trans. Vis. Comput. Graph. 17(2): 205-219 (2011) - [j32]Roeland Scheepens, Niels Willems, Huub van de Wetering, Gennady L. Andrienko, Natalia V. Andrienko, Jarke J. van Wijk:
Composite Density Maps for Multivariate Trajectories. IEEE Trans. Vis. Comput. Graph. 17(12): 2518-2527 (2011) - [j31]Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Daniel A. Keim, Slava Kisilevich, Stefan Wrobel:
A conceptual framework and taxonomy of techniques for analyzing movement. J. Vis. Lang. Comput. 22(3): 213-232 (2011) - [j30]Gennady L. Andrienko, Natalia V. Andrienko, Daniel A. Keim, Alan M. MacEachren, Stefan Wrobel:
Challenging problems of geospatial visual analytics. J. Vis. Lang. Comput. 22(4): 251-256 (2011) - [c49]Sebastian Bremm, Tatiana von Landesberger, Gennady L. Andrienko, Natalia V. Andrienko, Tobias Schreck:
Interactive Analysis of Object Group Changes over Time. EuroVA@EuroVis 2011 - [c48]Hendrik Stange, Thomas Liebig, Dirk Hecker, Gennady L. Andrienko, Natalia V. Andrienko:
Analytical workflow of monitoring human mobility in big event settings using Bluetooth. ISA 2011: 51-58 - [c47]Mahmoud Attia Sakr, Gennady L. Andrienko, Thomas Behr, Natalia V. Andrienko, Ralf Hartmut Güting, Christophe Hurter:
Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system. GIS 2011: 505-508 - [c46]Gennady L. Andrienko, Natalia V. Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel:
From movement tracks through events to places: Extracting and characterizing significant places from mobility data. IEEE VAST 2011: 161-170 - [c45]Iulian Peca, Haolin Zhi, Katerina Vrotsou, Natalia V. Andrienko, Gennady L. Andrienko:
KD-photomap: Exploring photographs in space and time. IEEE VAST 2011: 291-292 - [c44]Katerina Vrotsou, Natalia V. Andrienko, Gennady L. Andrienko, Piotr Jankowski:
Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures. ECML/PKDD (3) 2011: 654-657 - [c43]Jörn Kohlhammer, Daniel A. Keim, Margit Pohl, Giuseppe Santucci, Gennady L. Andrienko:
Solving Problems with Visual Analytics. FET 2011: 117-120 - 2010
- [j29]Gennady L. Andrienko, Natalia V. Andrienko, Sebastian Bremm, Tobias Schreck, Tatiana von Landesberger, Peter Bak, Daniel A. Keim:
Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns. Comput. Graph. Forum 29(3): 913-922 (2010) - [j28]Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Menno-Jan Kraak, Heidrun Schumann:
GeoVA(t) - Geospatial Visual Analytics: Focus on Time. Int. J. Geogr. Inf. Sci. 24(10): 1453-1457 (2010) - [j27]Gennady L. Andrienko, Natalia V. Andrienko, Urska Demsar, Doris Dransch, Jason Dykes, Sara Irina Fabrikant, Mikael Jern, Menno-Jan Kraak, Heidrun Schumann, Christian Tominski:
Space, time and visual analytics. Int. J. Geogr. Inf. Sci. 24(10): 1577-1600 (2010) - [j26]Daniel Weiskopf, Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak:
Visuelle Bewegungsanalyse in Video- und Geodaten. Inform. Spektrum 33(6): 580-588 (2010) - [j25]Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Menno-Jan Kraak, Heidrun Schumann:
GeoVA(t) - Geospatial visual analytics: focus on time. J. Locat. Based Serv. 4(3&4): 141-146 (2010) - [j24]Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Sebastian Bremm, Daniel A. Keim, Tatiana von Landesberger, Christian Pölitz, Tobias Schreck:
A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage. J. Locat. Based Serv. 4(3&4): 200-221 (2010) - [j23]Anna Monreale, Gennady L. Andrienko, Natalia V. Andrienko, Fosca Giannotti, Dino Pedreschi, Salvatore Rinzivillo, Stefan Wrobel:
Movement Data Anonymity through Generalization. Trans. Data Priv. 3(2): 91-121 (2010) - [j22]Piotr Jankowski, Natalia V. Andrienko, Gennady L. Andrienko, Slava Kisilevich:
Discovering Landmark Preferences and Movement Patterns from Photo Postings. Trans. GIS 14(6): 833-852 (2010) - [j21]Jason Dykes, Gennady L. Andrienko, Natalia V. Andrienko, Volker Paelke, Jochen Schiewe:
Editorial - GeoVisualization and the Digital City. Comput. Environ. Urban Syst. 34(6): 443-451 (2010) - [c42]Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz:
Discovering bits of place histories from people's activity traces. IEEE VAST 2010: 59-66 - [c41]Gennady L. Andrienko, Natalia V. Andrienko:
Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube. IEEE VAST 2010: 213-214 - [c40]Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz:
Extracting Events from Spatial Time Series. IV 2010: 48-53 - [c39]Slava Kisilevich, Milos Krstajic, Daniel A. Keim, Natalia V. Andrienko, Gennady L. Andrienko:
Event-Based Analysis of People's Activities and Behavior Using Flickr and Panoramio Geotagged Photo Collections. IV 2010: 289-296 - [c38]Christian Pölitz, Gennady L. Andrienko, Natalia V. Andrienko:
Finding Arbitrary Shaped Clusters with Related Extents in Space and Time. EuroVAST@EuroVis 2010
2000 – 2009
- 2009
- [j20]Gennady L. Andrienko, Natalia V. Andrienko:
Interactive cluster analysis of diverse types of spatiotemporal data. SIGKDD Explor. 11(2): 19-28 (2009) - [c37]Gennady L. Andrienko, Natalia V. Andrienko, Fosca Giannotti, Anna Monreale, Dino Pedreschi:
Movement data anonymity through generalization. SPRINGL 2009: 27-31 - [c36]Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Slava Kisilevich, Daniel A. Keim:
Analysis of community-contributed space-and time-referenced data (example of Panoramio photos). GIS 2009: 540-541 - [c35]Gennady L. Andrienko, Natalia V. Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi, Fosca Giannotti:
Interactive visual clustering of large collections of trajectories. IEEE VAST 2009: 3-10 - [c34]Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Slava Kisilevich, Daniel A. Keim:
Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos). IEEE VAST 2009: 213-214 - [c33]Gennady L. Andrienko, Natalia V. Andrienko:
Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data. IF&GIS 2009: 3-17 - [c32]Gennady L. Andrienko, Natalia V. Andrienko:
Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets. KDD Workshop on Visual Analytics and Knowledge Discovery 2009: 5-11 - [c31]Gennady L. Andrienko, Natalia V. Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi:
A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. SSTD 2009: 432-435 - [c30]Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Slava Kisilevich, Daniel A. Keim:
Analysis of Community-contributed Space- and Timereferenced Data by Example of Panoramio Photos. VMV 2009: 323-330 - [e1]Ebad Banissi, Liz J. Stuart, Theodor G. Wyeld, Mikael Jern, Gennady L. Andrienko, Nasrullah Memon, Reda Alhajj, Remo Aslak Burkhard, Georges G. Grinstein, Dennis P. Groth, Anna Ursyn, Jimmy Johansson, Camilla Forsell, Urska Cvek, Marjan Trutschl, Francis T. Marchese, Carsten Maple, Andrew J. Cowell, Andrew Vande Moere:
13th International Conference on Information Visualisation, IV 2009, 15-17 July 2009, Barcelona, Spain. IEEE Computer Society 2009, ISBN 978-0-7695-3733-7 [contents] - 2008
- [j19]Gennady L. Andrienko, Natalia V. Andrienko, Ulrich Bartling:
Visual analytics approach to user-controlled evacuation scheduling. Inf. Vis. 7(1): 89-103 (2008) - [j18]Gennady L. Andrienko, Natalia V. Andrienko, Jason Dykes, Sara Irina Fabrikant, Monica Wachowicz:
Geovisualization of dynamics, movement and change: key issues and developing approaches in visualization research. Inf. Vis. 7(3-4): 173-180 (2008) - [j17]Salvatore Rinzivillo, Dino Pedreschi, Mirco Nanni, Fosca Giannotti, Natalia V. Andrienko, Gennady L. Andrienko:
Visually driven analysis of movement data by progressive clustering. Inf. Vis. 7(3-4): 225-239 (2008) - [c29]Gennady L. Andrienko, Natalia V. Andrienko, Ulrich Bartling:
Interactive visual interfaces for evacuation planning. AVI 2008: 472-473 - [c28]Natalia V. Andrienko, Gennady L. Andrienko:
Supporting visual exploration of massive movement data. AVI 2008: 474-475 - [c27]Gennady L. Andrienko, Natalia V. Andrienko:
Spatio-temporal aggregation for visual analysis of movements. IEEE VAST 2008: 51-58 - [c26]Natalia V. Andrienko, Gennady L. Andrienko:
Evacuation trace Mini Challenge award: Tool integration analysis of movements with Geospatial Visual Analytics Toolkit. IEEE VAST 2008: 205-206 - [c25]Gennady L. Andrienko, Natalia V. Andrienko:
A Visual Analytics Approach to Exploration of Large Amounts of Movement Data. VISUAL 2008: 1-4 - [p4]Daniel A. Keim, Gennady L. Andrienko, Jean-Daniel Fekete, Carsten Görg, Jörn Kohlhammer, Guy Melançon:
Visual Analytics: Definition, Process, and Challenges. Information Visualization 2008: 154-175 - [p3]Natalia V. Andrienko, Gennady L. Andrienko, Nikos Pelekis, Stefano Spaccapietra:
Basic Concepts of Movement Data. Mobility, Data Mining and Privacy 2008: 15-38 - [p2]Gennady L. Andrienko, Natalia V. Andrienko, Ioannis Kopanakis, Arend Ligtenberg, Stefan Wrobel:
Visual Analytics Methods for Movement Data. Mobility, Data Mining and Privacy 2008: 375-410 - 2007
- [b2]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:
Towards a European Forest Information System. European Forest Institute Research Report 20, VSP 2007, ISBN 978-90-04-16150-4, pp. 1-109 - [j16]Natalia V. Andrienko, Gennady L. Andrienko:
Designing Visual Analytics Methods for Massive Collections of Movement Data. Cartogr. Int. J. Geogr. Inf. Geovisualization 42(2): 117-138 (2007) - [j15]Gennady L. Andrienko, Natalia V. Andrienko, Piotr Jankowski, Daniel A. Keim, Menno-Jan Kraak, Alan M. MacEachren, Stefan Wrobel:
Geovisual analytics for spatial decision support: Setting the research agenda. Int. J. Geogr. Inf. Sci. 21(8): 839-857 (2007) - [j14]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, Silke Lang, Daniel Perrin, Wibke Weber, Andrew Vande Moere, Bruce W. Herr, Katy Börner, Jean-Daniel Fekete, Dominique Brodbeck:
Visualization Summit 2007: ten research goals for 2010. Inf. Vis. 6(3): 169-188 (2007) - [j13]Gennady L. Andrienko, Natalia V. Andrienko, Stefan Wrobel:
Visual analytics tools for analysis of movement data. SIGKDD Explor. 9(2): 38-46 (2007) - [j12]Natalia V. Andrienko, Gennady L. Andrienko:
Intelligent Visualisation and Information Presentation for Civil Crisis Management. Trans. GIS 11(6): 889-909 (2007) - [c24]Gennady L. Andrienko, Natalia V. Andrienko, Ulrich Bartling:
Visual Analytics Approach to User-Controlled Evacuation Scheduling. IEEE VAST 2007: 43-50 - [c23]Gennady L. Andrienko, Mikael Jern, Jason Dykes, Sara Irina Fabrikant, Chris E. Weaver:
Geovisualization and synergies from InfoVis and Visual Analytics. IV 2007: 485-488 - [c22]Gennady L. Andrienko, Natalia V. Andrienko:
Extracting Patterns of Individual Movement Behaviour from a Massive Collection of Tracked Positions. BMI 2007: 1-16 - [c21]Nikos Pelekis, Ioannis Kopanakis, Gerasimos Marketos, Irene Ntoutsi, Gennady L. Andrienko, Yannis Theodoridis:
Similarity Search in Trajectory Databases. TIME 2007: 129-140 - [p1]Natalia V. Andrienko, Gennady L. Andrienko:
A Framework for Decision-Centred Visualisation in Civil Crisis Management. Location Based Services and TeleCartography 2007: 461-477 - 2006
- [b1]Natalia V. Andrienko, Gennady L. Andrienko:
Exploratory analysis of spatial and temporal data - a systematic approach. Springer 2006, ISBN 978-3-540-25994-7, pp. I-XV, 1-703 - [j11]Gennady L. Andrienko, Natalia V. Andrienko, Richard Fischer, Volker Mues, Andreas Schuck:
Reactions to geovisualization: an experience from a European project. Int. J. Geogr. Inf. Sci. 20(10): 1149-1171 (2006) - [j10]Gennady L. Andrienko, Donato Malerba, Michael May, Maguelonne Teisseire:
Mining spatio-temporal data. J. Intell. Inf. Syst. 27(3): 187-190 (2006) - [c20]Mikael Jern, Ebad Banissi, Gennady L. Andrienko, Wolfgang Müller, Daniel A. Keim:
European Research Forum Panel Session Envisioning Research Challenges in Visual Analytics. IV 2006: 5-8 - 2005
- [c19]Gennady L. Andrienko, Natalia V. Andrienko:
Visual Exploration of the Spatial Distribution of Temporal Behaviors. IV 2005: 799-806 - 2004
- [j9]Natalia V. Andrienko, Gennady L. Andrienko:
Cumulative curves for exploration of demographic data: a case study of Northwest England. Comput. Stat. 19(1): 9-28 (2004) - [c18]Natalia V. Andrienko, Gennady L. Andrienko:
Interactive visual tools to explore spatio-temporal variation. AVI 2004: 417-420 - [c17]Peter Gatalsky, Natalia V. Andrienko, Gennady L. Andrienko:
Interactive Analysis of Event Data Using Space-Time Cube. IV 2004: 145-152 - [c16]Gennady L. Andrienko, Natalia V. Andrienko, Peter Gatalsky:
Visual Mining of Spatial Time Series Data. PKDD 2004: 524-527 - 2003
- [j8]Natalia V. Andrienko, Gennady L. Andrienko:
Informed spatial decisions through coordinated views. Inf. Vis. 2(4): 270-285 (2003) - [j7]Gennady L. Andrienko, Natalia V. Andrienko, Piotr Jankowski:
Building Spatial Decision Support Tools for Individuals and Groups. J. Decis. Syst. 12(2): 193-208 (2003) - [j6]Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky:
Exploratory spatio-temporal visualization: an analytical review. J. Vis. Lang. Comput. 14(6): 503-541 (2003) - [c15]Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky:
Tools for Visual Comparison of Spatial Development Scenarios. IV 2003: 237-244 - 2002
- [c14]Gennady L. Andrienko, Natalia V. Andrienko:
Interactive visual tools for spatial multicriteria decision making. AVI 2002: 129-132 - [c13]Gennady L. Andrienko, Natalia V. Andrienko:
Intelligent support of visual data analysis in Descartes. Smart Graphics 2002: 21-26 - 2001
- [j5]Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky:
Exploring Changes in Census Time Series with Interactive Dynamic Maps and Graphics. Comput. Stat. 16(3): 417-433 (2001) - [j4]Piotr Jankowski, Natalia V. Andrienko, Gennady L. Andrienko:
Map-centred exploratory approach to multiple criteria spatial decision making. Int. J. Geogr. Inf. Sci. 15(2): 101-127 (2001) - [c12]Gennady L. Andrienko, Natalia V. Andrienko:
Interactive Visual Tools to Support Spatial Multicriteria Decision Making. UIDIS 2001: 127-131 - [c11]Natalia V. Andrienko, Gennady L. Andrienko:
Intelligent Visual Data Analysis Service in the Internet. WISE (2) 2001: 85-91 - 2000
- [c10]Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky:
Supporting Visual Exploration of Object Movement. Advanced Visual Interfaces 2000: 217-220 - [c9]Natalia V. Andrienko, Gennady L. Andrienko, Peter Gatalsky:
Visualization of Spatio-Temporal Information in the Internet. DEXA Workshop 2000: 577-585
1990 – 1999
- 1999
- [j3]Gennady L. Andrienko, Natalia V. Andrienko:
Interactive maps for visual data exploration. Int. J. Geogr. Inf. Sci. 13(4): 355-374 (1999) - [c8]Gennady L. Andrienko, Natalia V. Andrienko:
Data Characterization Schema for Intelligent Support in Visual Data Analysis. COSIT 1999: 349-365 - [c7]Gennady L. Andrienko, Natalia V. Andrienko:
Knowledge Engineering for Automated Map Design in DESCARTES. ACM-GIS 1999: 66-72 - [c6]Gennady L. Andrienko, Natalia V. Andrienko:
Knowledge-Based Visualization to Support Spatial Data Mining. IDA 1999: 149-160 - [c5]Gennady L. Andrienko, Natalia V. Andrienko:
Data Mining with C4.5 and Interactive Cartographic Visualization. UIDIS 1999: 162-165 - 1998
- [c4]Gennady L. Andrienko, Natalia V. Andrienko:
Intelligent visualization and dynamic manipulation: two complementary instruments to support data exploration with GIS. AVI 1998: 66-75 - 1997
- [c3]Gennady L. Andrienko, Natalia V. Andrienko:
Knowledge-Based Support for Visual Exploration of Spatial Data. CHI Extended Abstracts 1997: 16-17 - [c2]Gennady L. Andrienko, Natalia V. Andrienko:
Research Issues in Intelligent Data Visualisation for Exploration and Communication. CHI Extended Abstracts 1997: 40-41 - 1994
- [j2]Gennady L. Andrienko, Natalia V. Andrienko:
The intellectual hypertext for knowledge transfer. Comput. Sci. J. Moldova 2(2): 151-160 (1994) - [c1]Gennady L. Andrienko, Natalia V. Andrienko:
AFORIZM Approach: Creating Situations to Facilitate Expertise Transfer. EKAW 1994: 244-261 - 1993
- [j1]Gennady L. Andrienko, Natalia V. Andrienko, Gennady Ginkul, Sergey Soloview:
Automatized systems for knowledge acquisition. Comput. Sci. J. Moldova 1(3): 42-50 (1993)
Coauthor Index
[j117] [j116] [j115] [j114] [c89] [j113] [j112] [j111] [j110] [j109] [j108] [j107] [c88] [i5] [j106] [j105] [j104] [j103] [i4] [j101] [j100] [j99] [j98] [j97] [j96] [j95] [p8] [j94] [j93] [j91] [j90] [j89] [j88] [j87] [c87] [p7] [j86] [j85] [j84] [j83] [j82] [j81] [c84] [c83] [i2] [j80] [j79] [j78] [j76] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [j74] [j72] [j70] [j69] [j67] [j66] [c75] [c74] [c73] [c72] [i1] [j64] [j63] [j62] [j61] [j60] [c70] [c69] [j59] [j58] [j57] [j56] [j55] [c68] [c67] [c66] [c65] [c64] [j54] [j52] [j51] [c62] [c61] [c60] [b3] [j50] [j49] [j48] [j47] [j45] [j44] [j43] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [p6] [p5] [j42] [j41] [j40] [j39] [j38] [j37] [c52] [c51] [c50] [j35] [j34] [j33] [j32] [j31] [j30] [c49] [c48] [c47] [c46] [c45] [c44] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [c42] [c41] [c40] [c39] [c38] [j20] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [j19] [j18] [j17] [c29] [c28] [c27] [c26] [c25] [p3] [p2] [b2] [j16] [j15] [j14] [j13] [j12] [c24] [c22] [p1] [b1] [j11] [c19] [j9] [c18] [c17] [c16] [j8] [j7] [j6] [c15] [c14] [c13] [j5] [j4] [c12] [c11] [c10] [c9] [j3] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [j2] [c1] [j1]
Jose Manuel Cordero Garcia
aka: José Manuel Cordero Garcia
aka: José Manuel Cordero Garcia
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