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Making data visualization more efficient and effective: a survey
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 …
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
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 …
yet our understanding of the process is arguably vague and piecemeal. We contribute a …
A survey on deep learning approaches for text-to-SQL
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 …
developed that allow users to pose natural language questions over relational databases …
Visualization of very large high-dimensional data sets as minimum spanning trees
The chemical sciences are producing an unprecedented amount of large, high-dimensional
data sets containing chemical structures and associated properties. However, there are …
data sets containing chemical structures and associated properties. However, there are …
Automating exploratory data analysis via machine learning: An overview
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 …
process, in which data scientists interactively explore unfamiliar datasets by issuing a …
Human-in-loop: A review of smart manufacturing deployments
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 …
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
Abstract Industrial Cyber-Physical Systems have benefitted substantially from the
introduction of a range of technology enablers. These include web-based and semantic …
introduction of a range of technology enablers. These include web-based and semantic …
Big data visualization tools
N Bikakis - ar** semantic portal user interfaces
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 …
semantic portals. The goal is to provide the end-user with multiple application perspectives …
Extracting top-k insights from multi-dimensional data
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 …
Nevertheless, they require users to specify group-by attributes and know precisely what they …