Publications

2023

Angler: Helping Machine Translation Practitioners Prioritize Model Improvements

Samantha Robertson, Zijie J. Wang, Dominik Moritz, Mary Beth Kery, Fred Hohman

Dead or Alive: Continuous Data Profiling for Interactive Data Science

Will Epperson, Vaishnavi Gorantla, Dominik Moritz, Adam Perer
Best Paper Honorable Mention

DashQL – Complete Analysis Workflows with SQL

André Kohn, Dominik Moritz, Thomas Neumann

Data Navigator: An accessibility-centered data navigation toolkit

Frank Elavsky, Lucas Nadolskis, Dominik Moritz

Designing Data: Proactive Data Collection and Iteration for Machine Learning Using Reflexive Planning, Monitoring, and Density Estimation

Aspen Hopkins, Fred Hohman, Luca Zappella, Xavier Suau Cuadros, Dominik Moritz
Artificial Intelligence & Human-Computer Interaction Workshop at ICML in Honolulu, Hawaii 2023

Combining Degree of Interest Functions and Progressive Visualization

Marius Hogräfer, Dominik Moritz, Adam Perer, Hans-Jörg Schulz

Draco 2: An Extensible Platform to Model Visualization Design

Junran Yang, Péter Ferenc Gyarmati, Zehua Zeng, Dominik Moritz
Best Paper Honorable Mention

Average Estimates in Line Graphs are Biased Toward Areas of Higher Variability

Dominik Moritz, Lace Padilla, Francis Nguyen, Steven Franconeri
Best Paper Honorable Mention

Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences

Mosaic: An Architecture for Scalable & Interoperable Data Views

Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco

Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle

VegaProf: Profiling Vega Visualizations

Junran Yang, Alex Bäuerle, Dominik Moritz, Çağatay Demiralp
UIST in Bay Area 2023

2022

How accessible is my visualization? Evaluating visualization accessibility with Chartability

ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis

Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu

Studying Early Decision Making with Progressive Bar Charts

Ameya Patil, Gaëlle Richer, Christopher Jermaine, Dominik Moritz, Jean-Daniel Fekete

DuckDB-Wasm: Fast Analytical Processing for the Web

André Kohn, Dominik Moritz, Mark Raasveldt, Hannes Mühleisen, Thomas Neumann

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels

Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel
Best Paper Award

Network Report: A Structured Description for Network Datasets

Carol (Xinyi) Zheng, Ryan A. Rossi, Nesreen K. Ahmed, Dominik Moritz

Demonstration of VegaPlus: Optimizing Declarative Visualization Languages

Junran Yang, Hyekang Kevin Joo, Sai Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle

Leveraging Analysis History for Improved In Situ Visualization Recommendation

Will Epperson, Doris Jung-Lin Lee, Leijie Wang, Kunal Agarwal, Aditya Parameswaran, Dominik Moritz, Adam Perer

Symphony: Composing Interactive Interfaces for Machine Learning

Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, Dominik Moritz

VegaFusion: Automatic Server-Side Scaling for Interactive Vega Visualizations

2021

AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization

Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu
TVCG 2021

Interdependent Variables: Remotely Designing Tactile Graphics for an Accessible Workflow

KD-Box: Line-segment-based KD-tree for Interactive Exploration of Large-scale Time-Series Data

Yue Zhao, Jian Zhang, Chi-Wing Fu, Mingliang Xu, Dominik Moritz, Yunhai Wang
IEEE VIS 2021

Design Patterns and Trade-Offs in Responsive Visualization for Communication

EuroVis 2021

PIXLISE-C: Exploring The Data Analysis Needs of NASA Scientists for Mineral Identification

Connie Ye, Lukas Hermann, Nur Yildirim, Shravya Bhat, Dominik Moritz, Scott Davidoff
SpaceCHI 2021

An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization

Hyeok Kim, Ryan Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman
IEEE VIS 2021

2020

Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data

Leilani Battle, Philipp Eichmann, Marco Angelini, Tiziana Catarci, Giuseppe Santucci, Yukun Zheng, Carsten Binnig, Jean-Daniel Fekete, Dominik Moritz
SIGMOD in Portland 2020

Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations

Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmap

Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity

C. Titus Brown, Dominik Moritz, Michael O'Brien, Felix Reidl, Taylor Reiter, Blair D. Sullivan
Genome Biology 2020

2019

Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations

Advances in Visualization of Big Data

Chapter of the book “Managing Heterogeneous Data and Polystore Databases” edited by Vijay Gadepally, Sam Madden, Michael Stonebraker and to be published by MIT Press.

Interactive Systems for Scalable Visualization and Analysis

Dominik’s PhD thesis.

2018

Altair: Interactive Statistical Visualizations for Python

Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Arvind Satyanarayan, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert

Visualizing a Million Time Series with the Density Line Chart

arXiv 2018

2017

What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems

Traditional exploratory visualization systems fail when the database is approximate.
Distinguished Long Talk

The Myria Big Data Management and Analytics System and Cloud Service

Jingjing Wang, Tobin Baker, Magdalena Balazinska, Daniel Halperin, Brandon Haynes, Bill Howe, Dylan Hutchison, Shrainik Jain, Ryan Maas, Parmita Mehta, Dominik Moritz, Brandon Myers, Jennifer Ortiz, Dan Suciu, Andrew Whitaker, Shengliang Xu
Myria is a distributed DB for data science.

Extracting Neighborhood Structure from Very Large DNA Graphs

C. Titus Brown, Dominik Moritz, Michael P. O'Brien, Felix Reidl, Blair D. Sullivan
SIAM Workshop on Network Science 2017

2016

High Variety Cloud Databases

ICDE 2016

2015

Perfopticon: Visual Query Analysis for Distributed Databases

Visualization of dataflow and distributed execution in Myria. Influenced the design of the Distributed Dask web interface.

Visual performance debugging for queries in distributed database systems.

2014

Demonstration of the Myria Big Data Management Service

Daniel Halperin, Victor Teixeira de Almeida, Lee Lee Choo, Shumo Chu, Paraschos Koutris, Dominik Moritz, Jennifer Ortiz, Vaspol Ruamviboonsuk, Jingjing Wang, Andrew Whitaker, Shengliang Xu, Magdalena Balazinska, Bill Howe, Dan Suciu

Demo paper about the Myria system.

Visualization of Varying Hierarchies by Stable Layout of Voronoi Treemaps

Sebastian Schmechel, Jonas Trümper, Dominik Moritz, Jürgen Döllner

Publication of algorithms that Dominik developed for my bachelor thesis.

Use Voronoi tesselation for stable treemaps.

2013

Algorithms for the Visualization of Software System Evolution

My bachelor thesis. Not publicly available due to non-disclosure agreement.