The state of the art in map‐like visualization
M Hogräfer, M Heitzler, HJ Schulz - Computer Graphics Forum, 2020 - Wiley Online Library
Cartographic maps have been shown to provide cognitive benefits when interpreting data in
relation to a geographic location. In visualization, the term map‐like describes techniques …
relation to a geographic location. In visualization, the term map‐like describes techniques …
Big data visualization tools
N Bikakis - arXiv preprint arXiv:1801.08336, 2018 - arxiv.org
Data visualization is the presentation of data in a pictorial or graphical format, and a data
visualization tool is the software that generates this presentation. Data visualization provides …
visualization tool is the software that generates this presentation. Data visualization provides …
[图书][B] Linked data visualization: techniques, tools, and big data
Linked Data (LD) is a well-established standard for publishing and managing structured
information on the Web, gathering and bridging together knowledge from different scientific …
information on the Web, gathering and bridging together knowledge from different scientific …
Explaining vulnerabilities to adversarial machine learning through visual analytics
Machine learning models are currently being deployed in a variety of real-world applications
where model predictions are used to make decisions about healthcare, bank loans, and …
where model predictions are used to make decisions about healthcare, bank loans, and …
A visual analytics conceptual framework for explorable and steerable partial dependence analysis
Machine learning techniques are a driving force for research in various fields, from credit
card fraud detection to stock analysis. Recently, a growing interest in increasing human …
card fraud detection to stock analysis. Recently, a growing interest in increasing human …
[图书][B] Interactive visual data analysis
C Tominski, H Schumann - 2020 - taylorfrancis.com
In the age of big data, being able to make sense of data is an important key to success.
Interactive Visual Data Analysis advocates the synthesis of visualization, interaction, and …
Interactive Visual Data Analysis advocates the synthesis of visualization, interaction, and …
[图书][B] Visual analytics for data scientists
This textbook presents the main principles of visual analytics and describes techniques and
approaches that have proven their utility and can be readily reproduced. Special emphasis …
approaches that have proven their utility and can be readily reproduced. Special emphasis …
Visual knowledge discovery with artificial intelligence: Challenges and future directions
Integrating artificial intelligence (AI) and machine learning (ML) methods with interactive
visualization is a research area that has evolved for years. With the rise of AI applications …
visualization is a research area that has evolved for years. With the rise of AI applications …
Knowledge graphs in practice: characterizing their users, challenges, and visualization opportunities
This study presents insights from interviews with nineteen Knowledge Graph (KG)
practitioners who work in both enterprise and academic settings on a wide variety of use …
practitioners who work in both enterprise and academic settings on a wide variety of use …
[HTML][HTML] Empowering digital pathology applications through explainable knowledge extraction tools
Exa-scale volumes of medical data have been produced for decades. In most cases, the
diagnosis is reported in free text, encoding medical knowledge that is still largely …
diagnosis is reported in free text, encoding medical knowledge that is still largely …