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A structured review of data management technology for interactive visualization and analysis
In the last two decades, interactive visualization and analysis have become a central tool in
data-driven decision making. Concurrently to the contributions in data visualization …
data-driven decision making. Concurrently to the contributions in data visualization …
Big data visualization tools
N Bikakis - arxiv preprint arxiv:1801.08336, 2018 - arxiv.org
Data visualization and analytics are nowadays one of the corner-stones of Data Science,
turning the abundance of Big Data being produced through modern systems into actionable …
turning the abundance of Big Data being produced through modern systems into actionable …
[КНИГА][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 …
Mosaic: An architecture for scalable & interoperable data views
Mosaic is an architecture for greater scalability, extensibility, and interoperability of
interactive data views. Mosaic decouples data processing from specification logic: clients …
interactive data views. Mosaic decouples data processing from specification logic: clients …
Multiscale visualization: A structured literature analysis
Multiscale visualizations are typically used to analyze multiscale processes and data in
various application domains, such as the visual exploration of hierarchical genome …
various application domains, such as the visual exploration of hierarchical genome …
Evaluation of sampling methods for scatterplots
Given a scatterplot with tens of thousands of points or even more, a natural question is which
sampling method should be used to create a small but “good” scatterplot for a better …
sampling method should be used to create a small but “good” scatterplot for a better …
Database benchmarking for supporting real-time interactive querying of large data
In this paper, we present a new benchmark to validate the suitability of database systems for
interactive visualization workloads. While there exist proposals for evaluating database …
interactive visualization workloads. While there exist proposals for evaluating database …
Learning Images Across Scales Using Adversarial Training
The real world exhibits rich structure and detail across many scales of observation. It is
difficult, however, to capture and represent a broad spectrum of scales using ordinary …
difficult, however, to capture and represent a broad spectrum of scales using ordinary …
Resource-aware adaptive indexing for in situ visual exploration and analytics
In in situ data management scenarios, large data files, which do not fit in main memory, must
be efficiently handled using commodity hardware, without the overhead of a preprocessing …
be efficiently handled using commodity hardware, without the overhead of a preprocessing …
Kyrix-s: Authoring scalable scatterplot visualizations of big data
Static scatterplots often suffer from the overdraw problem on big datasets where object
overlap causes undesirable visual clutter. The use of zooming in scatterplots can help …
overlap causes undesirable visual clutter. The use of zooming in scatterplots can help …