Emanuel Zgraggen

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 31

Top Topics

Machine Learning

Hypothesis Test

Data Exploration

Event Sequences

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Philipp Eichmann, Navid Karimeddiny, Charlie Meyer, Wesley Runnels, Tim Kraska
Davos: A System for Interactive Data-Driven Decision Making. Proc. VLDB Endow. 14 (12) (2021)
Nadiia Chepurko, Ryan Marcus, Emanuel Zgraggen, Raul Castro Fernandez, Tim Kraska, David R. Karger
ARDA: Automatic Relational Data Augmentation for Machine Learning. Proc. VLDB Endow. 13 (9) (2020)
Nadiia Chepurko, Ryan Marcus, Emanuel Zgraggen, Raul Castro Fernandez, Tim Kraska, David R. Karger
ARDA: Automatic Relational Data Augmentation for Machine Learning. CoRR (2020)
Sacha Servan-Schreiber, Matteo Riondato, Emanuel Zgraggen
ProSecCo: progressive sequence mining with convergence guarantees. Knowl. Inf. Syst. 62 (4) (2020)
Philipp Eichmann, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
IDEBench: A Benchmark for Interactive Data Exploration. SIGMOD Conference (2020)
Kevin Zeng Hu, Snehalkumar (Neil) S. Gaikwad, Madelon Hulsebos, Michiel A. Bakker, Emanuel Zgraggen, César A. Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, Çagatay Demiralp
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository. CHI (2019)
Madelon Hulsebos, Kevin Zeng Hu, Michiel A. Bakker, Emanuel Zgraggen, Arvind Satyanarayan, Tim Kraska, Çagatay Demiralp, César A. Hidalgo
Sherlock: A Deep Learning Approach to Semantic Data Type Detection. CoRR (2019)
Madelon Hulsebos, Kevin Zeng Hu, Michiel A. Bakker, Emanuel Zgraggen, Arvind Satyanarayan, Tim Kraska, Çagatay Demiralp, César A. Hidalgo
Sherlock: A Deep Learning Approach to Semantic Data Type Detection. KDD (2019)
Kevin Zeng Hu, Snehalkumar (Neil) S. Gaikwad, Michiel A. Bakker, Madelon Hulsebos, Emanuel Zgraggen, César A. Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, Çagatay Demiralp
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository. CoRR (2019)
Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Ferdinand Kossmann, Philipp Eichmann, Yeounoh Chung, Carsten Binnig, Eli Upfal, Tim Kraska
Democratizing Data Science through Interactive Curation of ML Pipelines. SIGMOD Conference (2019)
Sacha Servan-Schreiber, Olga Ohrimenko, Tim Kraska, Emanuel Zgraggen
Custodes: Auditable Hypothesis Testing. CoRR (2019)
Carsten Binnig, Benedetto Buratti, Yeounoh Chung, Cyrus Cousins, Tim Kraska, Zeyuan Shang, Eli Upfal, Robert C. Zeleznik, Emanuel Zgraggen
Towards Interactive Curation & Automatic Tuning of ML Pipelines. DEEM@SIGMOD (2018)
Sacha Servan-Schreiber, Matteo Riondato, Emanuel Zgraggen
ProSecCo: Progressive Sequence Mining with Convergence Guarantees. ICDM (2018)
Yeounoh Chung, Sacha Servan-Schreiber, Emanuel Zgraggen, Tim Kraska
Towards Quantifying Uncertainty in Data Analysis & Exploration. IEEE Data Eng. Bull. 41 (3) (2018)
Philipp Eichmann, Carsten Binnig, Tim Kraska, Emanuel Zgraggen
IDEBench: A Benchmark for Interactive Data Exploration. CoRR (2018)
Emanuel Zgraggen, Zheguang Zhao, Robert C. Zeleznik, Tim Kraska
Investigating the Effect of the Multiple Comparisons Problem in Visual Analysis. CHI (2018)
Emanuel Zgraggen, Alex Galakatos, Andrew Crotty, Jean-Daniel Fekete, Tim Kraska
How Progressive Visualizations Affect Exploratory Analysis. IEEE Trans. Vis. Comput. Graph. 23 (8) (2017)
Philipp Eichmann, Andrew Crotty, Alexander Galakatos, Emanuel Zgraggen
Discrete Time Specifications In Temporal Queries. CHI Extended Abstracts (2017)
Zheguang Zhao, Emanuel Zgraggen, Lorenzo De Stefani, Carsten Binnig, Eli Upfal, Tim Kraska
Safe Visual Data Exploration. SIGMOD Conference (2017)
Zheguang Zhao, Lorenzo De Stefani, Emanuel Zgraggen, Carsten Binnig, Eli Upfal, Tim Kraska
Controlling False Discoveries During Interactive Data Exploration. SIGMOD Conference (2017)
Carsten Binnig, Lorenzo De Stefani, Tim Kraska, Eli Upfal, Emanuel Zgraggen, Zheguang Zhao
Toward Sustainable Insights, or Why Polygamy is Bad for You. CIDR (2017)
Alex Galakatos, Andrew Crotty, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
Revisiting Reuse for Approximate Query Processing. Proc. VLDB Endow. 10 (10) (2017)
Carsten Binnig, Fuat Basik, Benedetto Buratti, Ugur Çetintemel, Yeounoh Chung, Andrew Crotty, Cyrus Cousins, Dylan Ebert, Philipp Eichmann, Alex Galakatos, Benjamin Hättasch, Amir Ilkhechi, Tim Kraska, Zeyuan Shang, Isabella Tromba, Arif Usta, Prasetya Utama, Eli Upfal, Linnan Wang, Nathaniel Weir, Robert C. Zeleznik, Emanuel Zgraggen
Towards Interactive Data Exploration. BIRTE (Revised Selected Papers) (2017)
Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
The case for interactive data exploration accelerators (IDEAs). HILDA@SIGMOD (2016)
Emanuel Zgraggen, Robert C. Zeleznik, Philipp Eichmann
Tableur: Handwritten Spreadsheets. CHI Extended Abstracts (2016)
Zheguang Zhao, Lorenzo De Stefani, Emanuel Zgraggen, Carsten Binnig, Eli Upfal, Tim Kraska
Controlling False Discoveries During Interactive Data Exploration. CoRR (2016)
Philipp Eichmann, Hyunchang Song, Emanuel Zgraggen
cTed: Advancing Selection Mechanisms in Web Browsers. CHI Extended Abstracts (2016)
Philipp Eichmann, Emanuel Zgraggen, Zheguang Zhao, Carsten Binnig, Tim Kraska
Towards a Benchmark for Interactive Data Exploration. IEEE Data Eng. Bull. 39 (4) (2016)
Emanuel Zgraggen, Steven Mark Drucker, Danyel Fisher, Robert DeLine
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences. CHI (2015)
Philipp Eichmann, Emanuel Zgraggen
Evaluating Subjective Accuracy in Time Series Pattern-Matching Using Human-Annotated Rankings. IUI (2015)
Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
Vizdom: Interactive Analytics through Pen and Touch. Proc. VLDB Endow. 8 (12) (2015)
Emanuel Zgraggen, Robert C. Zeleznik, Steven Mark Drucker
PanoramicData: Data Analysis through Pen & Touch. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)