Cagatay Turkay
Overview
Explore the profile of Cagatay Turkay including associated specialties, affiliations and a list of published articles.
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Articles
26
Citations
45
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Recent Articles
1.
Zhao Y, Wang J, Xiang L, Zhang X, Guo Z, Turkay C, et al.
IEEE Trans Vis Comput Graph
. 2025 Mar;
PP.
PMID: 40030374
Visual analytics requires analysts to constantly plan and execute analysis tasks based on observations and generate visualizations and support analysis for gaining insights from data. Completing this process requires significant...
2.
Zhao Y, Zhang Y, Zhang Y, Zhao X, Wang J, Shao Z, et al.
IEEE Trans Vis Comput Graph
. 2024 Mar;
31(3):1830-1847.
PMID: 38437130
Visual analytics supports data analysis tasks within complex domain problems. However, due to the richness of data types, visual designs, and interaction designs, users need to recall and process a...
3.
Gao L, Shao Z, Luo Z, Hu H, Turkay C, Chen S
IEEE Trans Vis Comput Graph
. 2023 Oct;
30(1):891-901.
PMID: 37883278
The widespread adoption of Transformers in deep learning, serving as the core framework for numerous large-scale language models, has sparked significant interest in understanding their underlying mechanisms. However, beginners face...
4.
Shao Z, Sun S, Zhao Y, Wang S, Wei Z, Gui T, et al.
IEEE Trans Vis Comput Graph
. 2023 Apr;
30(7):3779-3797.
PMID: 37027746
Open-domain question answering (OpenQA) is an essential but challenging task in natural language processing that aims to answer questions in natural language formats on the basis of large-scale unstructured passages....
5.
Rydow E, Borgo R, Fang H, Torsney-Weir T, Swallow B, Porphyre T, et al.
IEEE Trans Vis Comput Graph
. 2022 Sep;
29(1):1255-1265.
PMID: 36173770
Computational modeling is a commonly used technology in many scientific disciplines and has played a noticeable role in combating the COVID-19 pandemic. Modeling scientists conduct sensitivity analysis frequently to observe...
6.
Bach B, Freeman E, Abdul-Rahman A, Turkay C, Khan S, Fan Y, et al.
IEEE Trans Vis Comput Graph
. 2022 Sep;
29(1):342-352.
PMID: 36155447
This paper introduces design patterns for dashboards to inform dashboard design processes. Despite a growing number of public examples, case studies, and general guidelines there is surprisingly little design guidance...
7.
Dykes J, Abdul-Rahman A, Archambault D, Bach B, Borgo R, Chen M, et al.
Philos Trans A Math Phys Eng Sci
. 2022 Sep;
380(2235):20220296.
PMID: 36088934
No abstract available.
8.
Dykes J, Abdul-Rahman A, Archambault D, Bach B, Borgo R, Chen M, et al.
Philos Trans A Math Phys Eng Sci
. 2022 Aug;
380(2233):20210299.
PMID: 35965467
We report on an ongoing collaboration between epidemiological modellers and visualization researchers by documenting and reflecting upon knowledge constructs-a series of ideas, approaches and methods taken from existing visualization research...
9.
Dunne M, Mohammadi H, Challenor P, Borgo R, Porphyre T, Vernon I, et al.
Epidemics
. 2022 May;
39:100574.
PMID: 35617882
Uncertainty quantification is a formal paradigm of statistical estimation that aims to account for all uncertainties inherent in the modelling process of real-world complex systems. The methods are directly applicable...
10.
Khan S, Nguyen P, Abdul-Rahman A, Bach B, Chen M, Freeman E, et al.
IEEE Trans Vis Comput Graph
. 2021 Sep;
28(1):86-95.
PMID: 34587060
In the process of developing an infrastructure for providing visualization and visual analytics (VIS) tools to epidemiologists and modeling scientists, we encountered a technical challenge for applying a number of...