22 citations · 27 across the 4 of their papers we have counts for
5 papers
Data Virtualization for Machine Learning
Saiful Khan, Joyraj Chakraborty, Philip Beaucamp +2
Nowadays, machine learning (ML) teams have multiple concurrent ML workflows for different applications. Each workflow typically involves many experiments, iterations, and collabora…
Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data
Saiful Khan, Scott Jones, Benjamin Bach +7
We present a method to create storytelling visualization with time series data. Many personal decisions nowadays rely on access to dynamic data regularly, as we have seen during th…
Dashboard Design Patterns
Benjamin Bach, Euan Freeman, Alfie Abdul-Rahman +4
This paper introduces design patterns for dashboards to inform dashboard design processes. Despite a growing number of public examples, case studies, and general guidelines there i…
Visualization for Epidemiological Modelling: Challenges, Solutions, Reflections & Recommendations
Jason Dykes, Alfie Abdul-Rahman, Daniel Archambault +30
We report on an ongoing collaboration between epidemiological modellers and visualization researchers by documenting and reflecting upon knowledge constructs -- a series of ideas,…
Propagating Visual Designs to Numerous Plots and Dashboards
Saiful Khan, Phong H. Nguyen, Alfie Abdul-Rahman +4
In the process of developing an infrastructure for providing visualization and visual analytics (VIS) tools to epidemiologists and modeling scientists, we encountered a technical c…