Publications

We publish at Visualization, Machine Learning, and Data Science conferences.

­čÜž Work in Progress ­čÜž

This is an incomplete list. We will be adding the rest of our publications here soon. Until then, have a look at Adam's and Dominik's websites.

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            2019

            Interactive Systems for Scalable Visualization and Analysis

            DominikÔÇÖs PhD thesis.

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

            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

            Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity

            C. Titus Brown, Dominik Moritz, Michael O'Brien, Felix Reidl, Taylor Reiter, Blair Sullivan
            bioRxiv preprint 2018

            2017

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

            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

            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.

            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 Tr├╝mper, Dominik Moritz, J├╝rgen D├Âllner

            Publication of algorithms that I developed for my bachelor thesis.