Interactive Systems for Scalable Visualization and Analysis
Dominik’s PhD thesis.
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations
Altair: Interactive Statistical Visualizations for Python
Beyond Heuristics: Learning Visualization Design
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco
Visualizing a Million Time Series with the Density Line Chart
Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity
Value-Suppressing Uncertainty Palettes
What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems
Text detection in screen images with a Convolutional Neural Network
Lessons from Pangloss: User Encounters with Uncertainty
The Myria Big Data Management and Analytics System and Cloud Service
Extracting Neighborhood Structure from Very Large DNA Graphs
Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data
Vega-Lite: A Grammar of Interactive Graphics
Voyager 2: Augmenting Visual Analysis with Partial View Specifications
Towards A General-Purpose Query Language for Visualization Recommendation
SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment
Dynamic Client-Server Optimization for Scalable Interactive Visualization on the Web
Perfopticon: Visual Query Analysis for Distributed Databases
Visualization of dataflow and distributed execution in Myria. Influenced the design of the Distributed Dask web interface.
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations
Demonstration of the Myria Big Data Management Service
Demo paper about the Myria system.
Visualization of Varying Hierarchies by Stable Layout of Voronoi Treemaps
Publication of algorithms that I developed for my bachelor thesis.