Enhancing the usability and usefulness of open government data: A comprehensive review of the state of open government data visualization research

B Ansari, M Barati, EG Martin - Government Information Quarterly, 2022 - Elsevier
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 …

Datasite: Proactive visual data exploration with computation of insight-based recommendations

Z Cui, SK Badam, MA Yalçin… - Information …, 2019 - journals.sagepub.com
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 …

The state‐of‐the‐art in predictive visual analytics

Y Lu, R Garcia, B Hansen, M Gleicher… - Computer Graphics …, 2017 - Wiley Online Library
Predictive analytics embraces an extensive range of techniques including statistical
modeling, machine learning, and data mining and is applied in business intelligence, public …

Bitanalysis: A visualization system for bitcoin wallet investigation

Y Sun, H Xiong, SM Yiu, KY Lam - IEEE Transactions on Big …, 2022 - ieeexplore.ieee.org
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 …

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 …

Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges

H Ltifi, C Kolski, MB Ayed - Computer Science Review, 2020 - Elsevier
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 …

Visually Explaining Uncertain Price Predictions in Agrifood: A User-Centred Case-Study

J Ooge, K Verbert - Agriculture, 2022 - mdpi.com
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 …

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 …

Harder, Better, Faster, Stronger: Interactive Visualization for Human-Centered AI Tools

MN Hoque, S Shin, N Elmqvist - arXiv preprint arXiv:2404.02147, 2024 - arxiv.org
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 …

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 …