Gennady Andrienko

14.2k total citations · 2 hit papers
224 papers, 8.3k citations indexed

About

Gennady Andrienko is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Geography, Planning and Development. According to data from OpenAlex, Gennady Andrienko has authored 224 papers receiving a total of 8.3k indexed citations (citations by other indexed papers that have themselves been cited), including 137 papers in Computer Vision and Pattern Recognition, 103 papers in Signal Processing and 97 papers in Geography, Planning and Development. Recurrent topics in Gennady Andrienko's work include Data Visualization and Analytics (133 papers), Geographic Information Systems Studies (97 papers) and Data Management and Algorithms (94 papers). Gennady Andrienko is often cited by papers focused on Data Visualization and Analytics (133 papers), Geographic Information Systems Studies (97 papers) and Data Management and Algorithms (94 papers). Gennady Andrienko collaborates with scholars based in Germany, United Kingdom and United States. Gennady Andrienko's co-authors include Natalia Andrienko, Daniel A. Keim, Peter Gatalsky, Piotr Jankowski, Georg Fuchs, Stefan Wrobel, Jason Dykes, Heidrun Schumann, Salvatore Rinzivillo and Christian Tominski and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and ACM Computing Surveys.

In The Last Decade

Gennady Andrienko

217 papers receiving 7.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Semantic trajectories modeling and analysis

2013 352 citations Gennady Andrienko, Natalia Andrienko et al. profile →
Exploratory Analysis of Spatial and Temporal Data: A Systematic Approach

2005 343 citations Natalia Andrienko, Gennady Andrienko profile →

Peers

Countries citing papers authored by Gennady Andrienko

Since Specialization

Citations

This map shows the geographic impact of Gennady Andrienko's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gennady Andrienko with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gennady Andrienko more than expected).

Fields of papers citing papers by Gennady Andrienko

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gennady Andrienko. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gennady Andrienko. The network helps show where Gennady Andrienko may publish in the future.

Co-authorship network of co-authors of Gennady Andrienko

This figure shows the co-authorship network connecting the top 25 collaborators of Gennady Andrienko. A scholar is included among the top collaborators of Gennady Andrienko based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gennady Andrienko. Gennady Andrienko is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Contextualized visual analytics for multivariate events 2025 ·Visual Informatics ·(unknown), Zhong-Qin Lin, Natalia Andrienko, Gennady Andrienko, Siming Chen	1
2	Integrating human knowledge for explainable AI 2025 ·Machine Learning ·(unknown), (unknown), Salvatore Rinzivillo, Gennady Andrienko, Natalia Andrienko	0
3	Visually-supported topic modeling for understanding behavioral patterns from spatio–temporal events 2025 ·Computers & Graphics ·(unknown), Gennady Andrienko, Natalia Andrienko, Aidan Slingsby	3
4	Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts 2023 ·Expert Systems with Applications ·(unknown), (unknown), George A. Vouros, (unknown), Natalia Andrienko, Gennady Andrienko, José Manuel Cordero Ferrera	7
5	Identifying, exploring, and interpreting time series shapes in multivariate time intervals 2023 ·Visual Informatics ·(unknown), Natalia Andrienko, Gennady Andrienko	11
6	Toward flexible visual analytics augmented through smooth display transitions 2021 ·Visual Informatics ·Christian Tominski, Gennady Andrienko, Natalia Andrienko, Susanne Bleisch, Sara Irina Fabrikant, Eva Mayr, Silvia Miksch, Margit Pohl, André Skupin	14
7	(So) Big Data and the transformation of the city 2020 ·International Journal of Data Science and Analytics ·Gennady Andrienko, Natalia 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	19
8	Human migration: the big data perspective 2020 ·International Journal of Data Science and Analytics ·Alina Sîrbu, Gennady Andrienko, Natalia Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, (unknown), Francesca Pratesi, Rajesh Sharma	56
9	Guide Me in Analysis: A Framework for Guidance Designers 2020 ·Computer Graphics Forum ·Davide Ceneda, Natalia Andrienko, Gennady Andrienko, Theresia Gschwandtner, Silvia Miksch, (unknown), Tobias Schreck, Marc Streit, (unknown), Christian Tominski	21
10	The datAcron Ontology for the Specification of Semantic Trajectories 2019 ·City Research Online (City University London) ·George A. Vouros, (unknown), Christos Doulkeridis, Akrivi Vlachou, Gennady Andrienko, Natalia Andrienko, Georg Fuchs, José Manuel Cordero García, (unknown)	6
11	LDA Ensembles for Interactive Exploration and Categorization of Behaviors 2019 ·IEEE Transactions on Visualization and Computer Graphics ·Siming Chen, Natalia Andrienko, Gennady Andrienko, (unknown), (unknown), Jörg Kindermann, Phong H. Nguyen, Olivier Thonnard, Çağatay Turkay	19
12	Understanding User Behaviour through Action Sequences: From the Usual to the Unusual 2018 ·IEEE Transactions on Visualization and Computer Graphics ·Phong H. Nguyen, Çağatay Turkay, Gennady Andrienko, Natalia Andrienko, Olivier Thonnard, (unknown)	32
13	Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling 2018 ·IEEE Transactions on Visualization and Computer Graphics ·Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, Çağatay Turkay	65
14	Applications of Trajectory Data in Transportation: Literature Review and Maryland Case Study 2017 ·arXiv (Cornell University) ·Nikola Marković, Przemysław Sekuła, (unknown), Gennady Andrienko, Natalia Andrienko	2
15	Persistent challenges in geovisualization – a community perspective 2017 ·International Journal of Cartography ·Arzu Çöltekin, Susanne Bleisch, Gennady Andrienko, Jason Dykes	53
16	Identification of disaster-affected areas using exploratory visual analysis of georeferenced Tweets: application to a flood event 2016 ·University of Twente Research Information ·(unknown), Georg Fuchs, Gennady Andrienko, Natalia Andrienko, Frank Ostermann	4
17	Space, time and visual analytics 2010 ·International Journal of Geographical Information Systems ·Gennady Andrienko, Natalia Andrienko, Urška Demšar, Doris Dransch, Jason Dykes, Sara Irina Fabrikant, Mikael Jern, M.J. Kraak, Heidrun Schumann, Christian Tominski	294
18	Analysis of community-contributed space- and time referenced data (by example of Panoramio photos) : Demo-Paper 2009 ·KOPS (University of Konstanz) ·Gennady Andrienko, Natalia Andrienko, Peter Michael Bak, Slava Kisilevich, Daniel A. Keim	14
19	The European Forest Information System—an Internet based interface between information providers and the user community 2005 ·Computers and Electronics in Agriculture ·Andreas Schuck, Gennady Andrienko, Natalia Andrienko, Sten Folving, M. Köhl, (unknown), R. Päivinen, (unknown), (unknown)	11
20	Map-centred exploratory approach to multiple criteria spatial decision making 2001 ·International Journal of Geographical Information Systems ·Piotr Jankowski, Natalia Andrienko, Gennady Andrienko	164

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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