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Cagatay Turkay
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The state of the art in integrating machine learning into visual analytics
A Endert, W Ribarsky, C Turkay, BLW Wong, I Nabney, ID Blanco, F Rossi
Computer graphics forum 36 (8), 458-486, 2017
2912017
Dashboard design patterns
B Bach, E Freeman, A Abdul-Rahman, C Turkay, S Khan, Y Fan, M Chen
IEEE transactions on visualization and computer graphics 29 (1), 342-352, 2022
1652022
Brushing dimensions-a dual visual analysis model for high-dimensional data
C Turkay, P Filzmoser, H Hauser
IEEE transactions on visualization and computer graphics 17 (12), 2591-2599, 2011
1382011
Supporting story synthesis: Bridging the gap between visual analytics and storytelling
S Chen, J Li, G Andrienko, N Andrienko, Y Wang, PH Nguyen, C Turkay
IEEE transactions on visualization and computer graphics 26 (7), 2499-2516, 2018
1242018
Designing progressive and interactive analytics processes for high-dimensional data analysis
C Turkay, E Kaya, S Balcisoy, H Hauser
IEEE transactions on visualization and computer graphics 23 (1), 131-140, 2016
1132016
Representative factor generation for the interactive visual analysis of high-dimensional data
C Turkay, A Lundervold, AJ Lundervold, H Hauser
IEEE Transactions on Visualization and Computer Graphics 18 (12), 2621-2630, 2012
942012
Visualizing multiple variables across scale and geography
S Goodwin, J Dykes, A Slingsby, C Turkay
IEEE Transactions on Visualization and Computer Graphics 22 (1), 599-608, 2015
722015
Attribute signatures: Dynamic visual summaries for analyzing multivariate geographical data
C Turkay, A Slingsby, H Hauser, J Wood, J Dykes
IEEE Transactions on Visualization and Computer Graphics 20 (12), 2033-2042, 2014
722014
On computationally-enhanced visual analysis of heterogeneous data and its application in biomedical informatics
C Turkay, F Jeanquartier, A Holzinger, H Hauser
Interactive Knowledge Discovery and Data Mining in Biomedical Informatics …, 2014
712014
Map LineUps: Effects of spatial structure on graphical inference
R Beecham, J Dykes, W Meulemans, A Slingsby, C Turkay, J Wood
IEEE transactions on visualization and computer graphics 23 (1), 391-400, 2016
642016
Understanding user behaviour through action sequences: From the usual to the unusual
PH Nguyen, C Turkay, G Andrienko, N Andrienko, O Thonnard, J Zouaoui
IEEE transactions on visualization and computer graphics 25 (9), 2838-2852, 2018
592018
Small multiples with gaps
W Meulemans, J Dykes, A Slingsby, C Turkay, J Wood
IEEE transactions on visualization and computer graphics 23 (1), 381-390, 2016
592016
Visual analytics for data scientists
N Andrienko, S Wrobel, G Fuchs, G Andrienko, C Turkay, A Slingsby
Springer, 2020
532020
Progressive data science: Potential and challenges
C Turkay, N Pezzotti, C Binnig, H Strobelt, B Hammer, DA Keim, ...
arXiv preprint arXiv:1812.08032, 2018
502018
Revisiting the modifiable areal unit problem in deep traffic prediction with visual analytics
W Zeng, C Lin, J Lin, J Jiang, J Xia, C Turkay, W Chen
IEEE Transactions on Visualization and Computer Graphics 27 (2), 839-848, 2020
432020
Interactive visual analysis of temporal cluster structures
C Turkay, J Parulek, N Reuter, H Hauser
Computer Graphics Forum 30 (3), 711-720, 2011
432011
Interactive visual analysis of heterogeneous cohort-study data
P Angelelli, S Oeltze, J Haász, C Turkay, E Hodneland, A Lundervold, ...
IEEE computer graphics and applications 34 (5), 70-82, 2014
422014
Going beyond Visualization. Verbalization as Complementary Medium to Explain Machine Learning Models
R Sevastjanova, F Beck, B Ell, C Turkay, R Henkin, M Butt, D Keim, ...
Workshop on Visualization for AI Explainability at IEEE VIS, 2018
412018
Vasabi: Hierarchical user profiles for interactive visual user behaviour analytics
PH Nguyen, R Henkin, S Chen, N Andrienko, G Andrienko, O Thonnard, ...
IEEE transactions on visualization and computer graphics 26 (1), 77-86, 2019
402019
LDA ensembles for interactive exploration and categorization of behaviors
S Chen, N Andrienko, G Andrienko, L Adilova, J Barlet, J Kindermann, ...
IEEE transactions on visualization and computer graphics 26 (9), 2775-2792, 2019
382019
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