Publications

Assisted Design of End-to-End Data Science Pipelines

Sergey Redyuk

X-Hacking: The Threat of Misguided AutoML

Rahul Sharma, Sumantrak Mukherjee, Andrea Šipka, Eyke Hüllermeier, Sebastian Josef Vollmer, Sergey Redyuk, David Antony Selby

Assisted Design of Data Science Pipelines

Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl

P2D: A Transpiler Framework for Optimizing Data Science Pipelines

Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl

DORIAN in Action: Assisted Design of Data Science Pipelines

Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl

Automating Data Quality Validation for Dynamic Data Ingestion

Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter

ExDRa: Exploratory Data Science on Federated Raw Data

Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geißelsöder, Philipp M. Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch

Towards Unsupervised Data Quality Validation on Dynamic Data

Sergey Redyuk, Volker Markl, Sebastian Schelter

Particulate Matter Matters — The Data Science Challenge @ BTW 2019

Holger J. Meyer, Hannes Grunert, Tim Waizenegger, Lucas Woltmann, Claudio Hartmann, Wolfgang Lehner, Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Ariane Ziehn, Tilmann Rabl, Volker Markl, Christian Schmitz, Dhiren Devinder Serai, Tatiane Escobar Gava

Explanation of Air Pollution Using External Data Sources

Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl

Automated Documentation of End-to-End Experiments in Data Science

Sergey Redyuk

Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data

Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Bießmann

Finding Early Signals of Emerging Trends in Text through Topic Modeling and Anomaly Detection

Sergey Redyuk

Tactile Interaction and Social Touch: Classifying Human Touch Using a Soft Tactile Sensor

Jiong Sun, Sergey Redyuk, Erik Billing, Dan Högberg, Paul Hemeren