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ORCIDSergey Redyuk
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2020 – today
- 2024
[j3]Sergey Redyuk
, Zoi Kaoudi, Sebastian Schelter, Volker Markl:
Assisted design of data science pipelines. VLDB J. 33(4): 1129-1153 (2024)- [i1]Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian Vollmer, David Selby:
X Hacking: The Threat of Misguided AutoML. CoRR abs/2401.08513 (2024) - 2023
- [c8]Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl:
P2D: A Transpiler Framework for Optimizing Data Science Pipelines. DEEM@SIGMOD 2023: 3:1-3:4 - 2022
- [j2]Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl:
DORIAN in action: Assisted Design of Data Science Pipelines. Proc. VLDB Endow. 15(12): 3714-3717 (2022) - 2021
- [c7]Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter:
Automating Data Quality Validation for Dynamic Data Ingestion. EDBT 2021: 61-72 - [c6]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:
ExDRa: Exploratory Data Science on Federated Raw Data. SIGMOD Conference 2021: 2450-2463 - 2020
- [c5]Sergey Redyuk, Volker Markl, Sebastian Schelter:
Towards Unsupervised Data Quality Validation on Dynamic Data. EDBT/ICDT Workshops 2020
2010 – 2019
- 2019
- [j1]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:
Particulate Matter Matters - The Data Science Challenge @ BTW 2019. Datenbank-Spektrum 19(3): 165-182 (2019) - [c4]Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl:
Explanation of Air Pollution Using External Data Sources. BTW (Workshops) 2019: 297-300 - [c3]Sergey Redyuk:
Automated Documentation of End-to-End Experiments in Data Science. ICDE 2019: 2076-2080 - [c2]Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Bießmann:
Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data. HILDA@SIGMOD 2019: 4:1-4:4 - 2017
- [c1]Jiong Sun, Sergey Redyuk, Erik Billing, Dan Högberg, Paul Hemeren:
Tactile Interaction and Social Touch: Classifying Human Touch Using a Soft Tactile Sensor. HAI 2017: 523-526
Coauthor Index
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