A visual data science solution for visualization and visual analytics of big sequential data

CK Leung, Y Wen, C Zhao, H Zheng… - 2021 25th …, 2021 - ieeexplore.ieee.org
… to our big data visualization and visual analytics tool from IV 2020 worN, we design and
development of a data science solution for visualization and visual analytics of temporal data―ie…

Visual analytics: A comprehensive overview

W Cui - IEEE access, 2019 - ieeexplore.ieee.org
… in different application domains that can bridge the gap between the challenges of discovering
knowledge in large and complex data sets and visual analytics solutions were presented. …

[图书][B] Visual analytics: Definition, process, and challenges

D Keim, G Andrienko, JD Fekete, C Görg… - 2008 - Springer
… On a grand scale, visual analytics solutions provide technology that combines the strengths
of human and electronic data processing. Visualization becomes the medium of a semi-…

Visual analytics: how much visualization and how much analytics?

DA Keim, F Mansmann, J Thomas - Acm Sigkdd Explorations Newsletter, 2010 - dl.acm.org
… automated and visual analysis. In this paper, we outline the scope of Visual Analytics using
two … of suboptimal solutions, (b) the need for adapting existing analysis processes using the …

Solving problems with visual analytics: Challenges and applications

D Keim, L Zhang - Proceedings of the 11th international conference on …, 2011 - dl.acm.org
… process, it is hard to assess the quality of visual analytics solutions. A theoretically founded
evaluation framework needs to be developed to assess the effectiveness, efficiency and user …

Teaching eye tracking visual analytics in computer and data science bachelor courses

M Burch - ACM Symposium on Eye Tracking Research and …, 2020 - dl.acm.org
visual analytics. In this paper we will describe the challenges of teaching eye tracking combined
with visual analytics in a computer and data science … assignments and solutions to the …

Visual analytics toward prediction of employee erosion through data science tools

P Nair, J Krishna, DK Srivastava - Information and Communication …, 2020 - Springer
Visual analytics or data visualization is always backed up by statistical and analytical reasoning
for better comprehension of the data set … The solution overview to predict the employee …

Visual Data Science for Industrial Applications

T Schreck, B Mutlu, M Streit - … Emerging Topics from a Computer Science …, 2023 - Springer
… In the following section, we discuss selected visual analysis solutions that are specifically
tailored to the needs of real-world industrial use cases—going beyond standard off-the-shelf …

General architectural framework for business visual analytics

Y Dankov, D Birov - Business Modeling and Software Design: 8th …, 2018 - Springer
data; provide visualization that is useful especially to users that have limited knowledge in
mathematics and data scienceanalytics are useful tools in defining what is the best solution or …

Commercial visual analytics systems–advances in the big data analytics field

M Behrisch, D Streeb, F Stoffel… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
… systems and have to exclude platform solutions. These solutions typically comprise a set of
… inquiries the typical data scientist spends 50 to 80 percent of the time on data collection and …