Making data visualization more efficient and effective: a survey

X Qin, Y Luo, N Tang, G Li - The VLDB Journal, 2020 - Springer
Data visualization is crucial in today's data-driven business world, which has been widely
used for hel** decision making that is closely related to major revenues of many industrial …

Characterizing exploratory visual analysis: A literature review and evaluation of analytic provenance in tableau

L Battle, J Heer - Computer graphics forum, 2019 - Wiley Online Library
Supporting exploratory visual analysis (EVA) is a central goal of visualization research, and
yet our understanding of the process is arguably vague and piecemeal. We contribute a …

A survey on deep learning approaches for text-to-SQL

G Katsogiannis-Meimarakis, G Koutrika - The VLDB Journal, 2023 - Springer
To bridge the gap between users and data, numerous text-to-SQL systems have been
developed that allow users to pose natural language questions over relational databases …

Visualization of very large high-dimensional data sets as minimum spanning trees

D Probst, JL Reymond - Journal of Cheminformatics, 2020 - Springer
The chemical sciences are producing an unprecedented amount of large, high-dimensional
data sets containing chemical structures and associated properties. However, there are …

Automating exploratory data analysis via machine learning: An overview

T Milo, A Somech - Proceedings of the 2020 ACM SIGMOD international …, 2020 - dl.acm.org
Exploratory Data Analysis (EDA) is an important initial step for any knowledge discovery
process, in which data scientists interactively explore unfamiliar datasets by issuing a …

Human-in-loop: A review of smart manufacturing deployments

M Bhattacharya, M Penica, E O'Connell, M Southern… - Systems, 2023 - mdpi.com
The recent increase in computational capability has led to an unprecedented increase in the
range of new applications where machine learning can be used in real time …

[HTML][HTML] Enabling the human in the loop: Linked data and knowledge in industrial cyber-physical systems

C Emmanouilidis, P Pistofidis, L Bertoncelj… - Annual reviews in …, 2019 - Elsevier
Abstract Industrial Cyber-Physical Systems have benefitted substantially from the
introduction of a range of technology enablers. These include web-based and semantic …

Big data visualization tools

N Bikakis - ar** semantic portal user interfaces
E Ikkala, E Hyvönen, H Rantala, M Koho - Semantic Web, 2021 - journals.sagepub.com
This paper presents a new software framework, Sampo-ui, for develo** user interfaces for
semantic portals. The goal is to provide the end-user with multiple application perspectives …

Extracting top-k insights from multi-dimensional data

B Tang, S Han, ML Yiu, R Ding, D Zhang - Proceedings of the 2017 ACM …, 2017 - dl.acm.org
OLAP tools have been extensively used by enterprises to make better and faster decisions.
Nevertheless, they require users to specify group-by attributes and know precisely what they …