Enhancing the usability and usefulness of open government data: A comprehensive review of the state of open government data visualization research
Although open government data (OGD) are becoming widely available, they have not yet
reached their full potential due to their limited use. Supplementing OGD with visualizations …
reached their full potential due to their limited use. Supplementing OGD with visualizations …
Datasite: Proactive visual data exploration with computation of insight-based recommendations
Effective data analysis ideally requires the analyst to have high expertise as well as high
knowledge of the data. Even with such familiarity, manually pursuing all potential …
knowledge of the data. Even with such familiarity, manually pursuing all potential …
The state‐of‐the‐art in predictive visual analytics
Predictive analytics embraces an extensive range of techniques including statistical
modeling, machine learning, and data mining and is applied in business intelligence, public …
modeling, machine learning, and data mining and is applied in business intelligence, public …
Bitanalysis: A visualization system for bitcoin wallet investigation
Bitcoin is gaining ever increasing popularity. However, professional skills are required if
people want to check bitcoin transaction information from the blockchain. As pointed out in a …
people want to check bitcoin transaction information from the blockchain. As pointed out in a …
Constrained dynamic mode decomposition
T Krake, D Klötzl, B Eberhardt… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Frequency-based decomposition of time series data is used in many visualization
applications. Most of these decomposition methods (such as Fourier transform or singular …
applications. Most of these decomposition methods (such as Fourier transform or singular …
Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges
In the last decade, many studies have focused on visualization. The main key to make it
practical for research and engineering applications is the suitable definition of a pipeline …
practical for research and engineering applications is the suitable definition of a pipeline …
Visually Explaining Uncertain Price Predictions in Agrifood: A User-Centred Case-Study
The rise of 'big data'in agrifood has increased the need for decision support systems that
harvest the power of artificial intelligence. While many such systems have been proposed …
harvest the power of artificial intelligence. While many such systems have been proposed …
DataTV: Streaming data videos for storytelling
Z Zhao, N Elmqvist - arXiv preprint arXiv:2210.08175, 2022 - arxiv.org
Data videos--motion graphics that incorporate visualizations--have been recognized as an
effective way to communicate ideas, but creating such video requires both time and …
effective way to communicate ideas, but creating such video requires both time and …
Harder, Better, Faster, Stronger: Interactive Visualization for Human-Centered AI Tools
Human-centered AI (HCAI), rather than replacing the human, puts the human user in the
driver's seat of so-called human-centered AI-infused tools (HCAI tools): interactive software …
driver's seat of so-called human-centered AI-infused tools (HCAI tools): interactive software …
Learning disjunctions of predicates
NH Bshouty, D Drachsler-Cohen… - … on Learning Theory, 2017 - proceedings.mlr.press
Let $\mathcal F $ be a set of boolean functions. We give an algorithm for learning $\mathcal
F_∨:={\vee_f∈ Sf| S⊆\mathcal {F}} $ from membership queries. Our algorithm asks at most …
F_∨:={\vee_f∈ Sf| S⊆\mathcal {F}} $ from membership queries. Our algorithm asks at most …