Dominik Moritz

Orcid: 0000-0002-3110-1053

Affiliations:
  • Carnegie Mellon University, Human-Computer Interaction Institute, Pittsburgh, PA, USA
  • Apple, Pittsburgh, PA, USA
  • University of Washington, Paul G. Allen School of Computer Science & Engineering, Seattle, WA, USA (PhD 2019)
  • Hasso Plattner Institute (HPI), Potsdam, Germany


According to our database1, Dominik Moritz authored at least 59 papers between 2014 and 2024.

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Bibliography

2024
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco.
IEEE Trans. Vis. Comput. Graph., January, 2024

Average Estimates in Line Graphs Are Biased Toward Areas of Higher Variability.
IEEE Trans. Vis. Comput. Graph., January, 2024

Mosaic: An Architecture for Scalable & Interoperable Data Views.
IEEE Trans. Vis. Comput. Graph., January, 2024

Dead or Alive: Continuous Data Profiling for Interactive Data Science.
IEEE Trans. Vis. Comput. Graph., January, 2024

Data Navigator: An Accessibility-Centered Data Navigation Toolkit.
IEEE Trans. Vis. Comput. Graph., January, 2024

Optimizing Dataflow Systems for Scalable Interactive Visualization.
CoRR, 2024

2023
Studying Early Decision Making with Progressive Bar Charts.
IEEE Trans. Vis. Comput. Graph., 2023

Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences.
CoRR, 2023

DashQL - Complete Analysis Workflows with SQL.
CoRR, 2023

Designing Data: Proactive Data Collection and Iteration for Machine Learning.
CoRR, 2023

Draco 2: An Extensible Platform to Model Visualization Design.
Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

Combining Degree of Interest Functions and Progressive Visualization.
Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

VegaProf: Profiling Vega Visualizations.
Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

Seventh Workshop on Human-In-the-Loop Data Analytics (HILDA).
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Angler: Helping Machine Translation Practitioners Prioritize Model Improvements.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
KD-Box: Line-segment-based KD-tree for Interactive Exploration of Large-scale Time-Series Data.
IEEE Trans. Vis. Comput. Graph., 2022

AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization.
IEEE Trans. Vis. Comput. Graph., 2022

An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization.
IEEE Trans. Vis. Comput. Graph., 2022

DuckDB-Wasm: Fast Analytical Processing for the Web.
Proc. VLDB Endow., 2022

ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis.
CoRR, 2022

Scalable Vega: Optimizing Declarative Visualization Languages.
CoRR, 2022

Leveraging Analysis History for Improved In Situ Visualization Recommendation.
Comput. Graph. Forum, 2022

How accessible is my visualization? Evaluating visualization accessibility with Chartability.
Comput. Graph. Forum, 2022

VegaFusion: Automatic Server-Side Scaling for Interactive Vega Visualizations.
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Demonstration of VegaPlus: Optimizing Declarative Visualization Languages.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

HILDA'22: The SIGMOD 2022 Workshop on Human-in-the-Loop Data Analytics.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Network Report: A Structured Description for Network Datasets.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Symphony: Composing Interactive Interfaces for Machine Learning.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
PIXLISE-C: Exploring The Data Analysis Needs of NASA Scientists for Mineral Identification.
CoRR, 2021

Survey on Artificial Intelligence Approaches for Visualization Data.
CoRR, 2021

Design Patterns and Trade-Offs in Responsive Visualization for Communication.
Comput. Graph. Forum, 2021

Special Interest Group on Visualization Grammars.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Interdependent Variables: Remotely Designing Tactile Graphics for an Accessible Workflow.
Proceedings of the ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility, 2021

2020
Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmap.
Proceedings of the 31st IEEE Visualization Conference, 2020

mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks.
Proceedings of the UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020

Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data.
Proceedings of the 2020 International Conference on Management of Data, 2020

Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
Interactive Systems for Scalable Visualization and Analysis.
PhD thesis, 2019

Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco.
IEEE Trans. Vis. Comput. Graph., 2019

Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Altair: Interactive Statistical Visualizations for Python.
J. Open Source Softw., 2018

Visualizing a Million Time Series with the Density Line Chart.
CoRR, 2018

Beyond Heuristics: Learning Visualization Design.
CoRR, 2018

Value-Suppressing Uncertainty Palettes.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Vega-Lite: A Grammar of Interactive Graphics.
IEEE Trans. Vis. Comput. Graph., 2017

Text detection in screen images with a Convolutional Neural Network.
J. Open Source Softw., 2017

What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems.
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

The Myria Big Data Management and Analytics System and Cloud Services.
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

Voyager 2: Augmenting Visual Analysis with Partial View Specifications.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations.
IEEE Trans. Vis. Comput. Graph., 2016

Towards a general-purpose query language for visualization recommendation.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment.
Proceedings of the 2016 International Conference on Management of Data, 2016

High variety cloud databases.
Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

2015
Perfopticon: Visual Query Analysis for Distributed Databases.
Comput. Graph. Forum, 2015

2014
Demonstration of the Myria big data management service.
Proceedings of the International Conference on Management of Data, 2014

Visualization of Varying Hierarchies by Stable Layout of Voronoi Treemaps.
Proceedings of the 5th International Conference on Information Visualization Theory and Applications, 2014


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