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Natalia Andrienko

Lead Scientist

City University, School of Mathematics

伦敦大学

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Dr. Natalia Andrienko is a lead scientist at Fraunhofer IAIS and a professor at City University, London. She co-authored more than 60 journal papers and two monographs published by Springer.

Natalia Andrienko is editorial board member of Journal of Geographical Systems

Papers268 papers

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Spatio-temporal visual analytics: a vision for 2020s

Natalia Andrienko,Gennady Andrienko

Journal of Spatial Information Science, (2020)

Bibtex

So) Big Data and the transformation of the city

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

Journal of data science, (2020)

Cited by1Bibtex

Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams

Siming Chen,Natalia Andrienko,Gennady Andrienko,Jie Li,Xiaoru Yuan

IEEE transactions on visualization and computer graphics, (2020): 1-1

WOSBibtex

Guide Me in Analysis: A Framework for Guidance Designers

Davide Ceneda,Natalia Andrienko,Gennady Andrienko,Theresia Gschwandtner,Silvia Miksch, Nikolaus Piccolotto,Tobias Schreck,Marc Streit, Josef Suschnigg,Christian Tominski

Comput. Graph. Forum, no. 6 (2020): 269-288

WOSEIBibtex

Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches

Feng Liu,Gennady Andrienko,Natalia Andrienko, Siming Chen,Davy Janssens,Geert Wets,Yannis Theodoridis

Journal of Geovisualization and Spatial Analysis, no. 2 (2020): 1-17

Bibtex

Human migration: the big data perspective

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

Journal of data science, (2020)

Bibtex

Constructing Spaces and Times for Tactical Analysis in Football

Gennady Andrienko,Natalia Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber,Stefan Wrobel

IEEE transactions on visualization and computer graphics, pp.1-1, (2019)

Cited by2WOSBibtex

A conceptual framework for studying collective reactions to events in location-based social media

Alexander Dunkel,Gennady L. Andrienko,Natalia Andrienko,Dirk Burghardt, Eva Hauthal,Ross Purves

International Journal of Geographical Information Science, no. 4 (2019): 780-804

Cited by8EIBibtex

The datAcron Ontology for the Specification of Semantic Trajectories - Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics

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

Journal on Data Semantics, no. 4 (2019): 235-262

EIBibtex

Contextualized Analysis of Movement Events

Siming Chen,Gennady L. Andrienko,Natalia V. Andrienko,Christos Doulkeridis, Athanasios Koumparos

EuroVA@EuroVis, pp.49-53, (2019)

EIBibtex

LDA Ensembles for Interactive Exploration and Categorization of Behaviors

Siming Chen,Natalia Andrienko,Gennady Andrienko, Linara Adilova, Jeremie Barlet, Joerg Kindermann,Phong Hai Nguyen,Olivier Thonnard,Cagatay Turkay

IEEE Trans. Vis. Comput. Graph., no. 9 (2019): 2775-2792

Cited by6WOSEIBibtex

Moving Together - Towards a Formalization of Collective Movement

Juri Buchmüller, Eren Cakmak,Natalia V. Andrienko,Gennady L. Andrienko, Jolle W. Jolles,Daniel A. Keim

EuroVA@EuroVis, pp.37-41, (2019)

EIBibtex

Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods

Kravaris Theocharis, Spatharis Christos, Bastas Alevizos,Vouros George A.,Blekas Konstantinos,Andrienko Gennady,Andrienko Natalia, Garcia Jose Manuel Cordero

Bibtex

VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics

Phong H. Nguyen, Rafael Henkin,Siming Chen,Natalia Andrienko,Gennady Andrienko,Olivier Thonnard,Cagatay Turkay

IEEE transactions on visualization and computer graphics, no. 1 (2019): 77-86

Cited by2WOSEIBibtex

P045 Aggregated patient journeys and no-show rates of oximetry outreach network in east anglia

Kieran Lee,Natalia Andrienko,Gennady Andrienko, Ibad Kureshi, Toni Staykova, Ian Smith

(2019)

Bibtex

Visual Analysis of Place Connectedness by Public Transport

Natalia Andrienko,Gennady Andrienko, Fabian Patterson,Hendrik Stange

IEEE Trans. Intell. Transp. Syst., no. 8 (2019): 3196-3208

Cited by1EIBibtex

Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity

Jie Li,Siming Chen,Gennady L. Andrienko,Natalia V. Andrienko

EuroVA@EuroVis, pp.7-11, (2018)

Cited by4EIBibtex

Data Abstraction for Visualizing Large Time Series

Georgiy Shurkhovetskyy,Natalia V. Andrienko,Gennady L. Andrienko,Georg Fuchs

Comput. Graph. Forum, no. 1 (2018): 125-144

Cited by12EIBibtex

State Transition Graphs for Semantic Analysis of Movement Behaviours

Natalia V. Andrienko,Gennady L. Andrienko

Information Visualization, no. 1 (2018): 41-65

EIBibtex

Semantics-Space-Time Cube. A Conceptual Framework for Systematic Analysis of Texts in Space and Time

Jie Li,Siming Chen,Wei Chen,Gennady Andrienko,Natalia Andrienko

IEEE transactions on visualization and computer graphics, no. 4 (2018): 1789-1806

Cited by9WOSEIBibtex

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