Gennady Andrienko focuses on Visual analytics, Visualization, Data science, Data mining and Data visualization. His biological study spans a wide range of topics, including Machine learning, Information visualization, Inference and Computer vision. His Visualization research includes elements of Task and Geographic information system.
His Data science research incorporates elements of Spatial database, Decision support system and Decision engineering. The Exploratory data analysis research Gennady Andrienko does as part of his general Data mining study is frequently linked to other disciplines of science, such as Focus, therefore creating a link between diverse domains of science. His studies in Data visualization integrate themes in fields like Domain, Knowledge extraction and Knowledge acquisition.
His main research concerns Visual analytics, Visualization, Data science, Data mining and Data visualization. His Visual analytics study integrates concerns from other disciplines, such as Analytics and Human–computer interaction. His research integrates issues of Exploratory data analysis, Task and Geographic information system in his study of Visualization.
His biological study spans a wide range of topics, including Workflow, Geospatial analysis and Big data. The Data mining study combines topics in areas such as Spatial analysis, Trajectory, Information retrieval and Cluster analysis. His Artificial intelligence research incorporates themes from Machine learning, Computer vision and Pattern recognition.
Gennady Andrienko mostly deals with Visual analytics, Data science, Visualization, Human–computer interaction and Data visualization. The various areas that Gennady Andrienko examines in his Visual analytics study include Theoretical computer science, Pairwise comparison, Workflow and Process. Gennady Andrienko has researched Process in several fields, including Session, Information visualization, Software engineering and Usability.
His Data science research is multidisciplinary, incorporating elements of Conceptual model, Spatial analysis, Relevance and Big data. His Interactive visualization study in the realm of Visualization interacts with subjects such as Set. Gennady Andrienko has included themes like Exploratory data analysis, Analytics and Task analysis in his Data visualization study.
His primary areas of investigation include Visual analytics, Data visualization, Human–computer interaction, Visualization and Social media. His Visual analytics study necessitates a more in-depth grasp of Data mining. His study explores the link between Data visualization and topics such as Analytics that cross with problems in Feature extraction, Use case and Computer graphics.
Gennady Andrienko works mostly in the field of Human–computer interaction, limiting it down to topics relating to Task analysis and, in certain cases, Process, Design process, Identification and Domain. His Visualization research focuses on Information retrieval and how it relates to Data cube, Structure and Aggregate. His Social media study combines topics in areas such as Knowledge extraction, Data analysis and Virtual research environment.
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Visual Analytics: Definition, Process, and Challenges
Daniel Keim;Gennady Andrienko;Jean-Daniel Fekete;Carsten Görg.
Information Visualization (2008)
Exploratory Analysis of Spatial and Temporal Data: A Systematic Approach
Natalia Andrienko;Gennady Andrienko.
Interactive maps for visual data exploration
Gennady L. Andrienko;Natalia V. Andrienko.
International Journal of Geographical Information Science (1999)
Exploratory spatio-temporal visualization: an analytical review
Natalia V. Andrienko;Gennady L. Andrienko;Peter Gatalsky.
Journal of Visual Languages and Computing (2003)
Semantic trajectories modeling and analysis
Christine Parent;Stefano Spaccapietra;Chiara Renso;Gennady Andrienko.
ACM Computing Surveys (2013)
Geovisual analytics for spatial decision support: Setting the research agenda
G. Andrienko;N. Andrienko;P. Jankowski;D. Keim.
International Journal of Geographical Information Science (2007)
Space, time and visual analytics
Gennady Andrienko;Natalia Andrienko;Urska Demsar;Doris Dransch.
International Journal of Geographical Information Science (2010)
Visual analytics tools for analysis of movement data
Gennady Andrienko;Natalia Andrienko;Stefan Wrobel.
Sigkdd Explorations (2007)
Map-centred exploratory approach to multiple criteria spatial decision making
Piotr Jankowski;Natalia V. Andrienko;Gennady L. Andrienko.
International Journal of Geographical Information Science (2001)
Visual analytics of movement: an overview of methods, tools and procedures
Natalia Andrienko;Gennady Andrienko.
Information Visualization (2013)
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