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Sergey Redyuk
Sergey Redyuk
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Title
Cited by
Cited by
Year
Automating Data Quality Validation for Dynamic Data Ingestion.
S Redyuk, Z Kaoudi, V Markl, S Schelter
EDBT, 61-72, 2021
202021
ExDRa: Exploratory Data Science on Federated Raw Data
S Baunsgaard, M Boehm, A Chaudhary, B Derakhshan, S Geißelsöder, ...
Proceedings of the 2021 International Conference on Management of Data, 2450 …, 2021
182021
Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data
S Redyuk, S Schelter, T Rukat, V Markl, F Biessmann
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-4, 2019
182019
Particulate Matter Matters—The Data Science Challenge@ BTW 2019
HJ Meyer, H Grunert, T Waizenegger, L Woltmann, C Hartmann, ...
Datenbank-Spektrum 19 (3), 165-182, 2019
62019
DORIAN in action: assisted design of data science pipelines
S Redyuk, Z Kaoudi, S Schelter, V Markl
Proceedings of the VLDB Endowment 15 (12), 3714-3717, 2022
52022
Automated Documentation of End-to-End Experiments in Data Science
S Redyuk
35th IEEE International Conference on Data Engineering (ICDE), 2019
42019
Explanation of Air Pollution Using External Data Sources
M Esmailoghli, S Redyuk, R Martinez, A Ziehn, Z Abedjan, T Rabl, V Markl
18th Symposium for "Database Systems for Business, Technology and Web" (BTW), 2019
42019
Finding early signals of emerging trends in text through topic modeling and anomaly detection
S Redyuk
32018
P2D: A Transpiler Framework for Optimizing Data Science Pipelines
Y Grigorov, H Gavriilidis, S Redyuk, K Beedkar, V Markl
Proceedings of the Seventh Workshop on Data Management for End-to-End …, 2023
22023
X Hacking: The Threat of Misguided AutoML
R Sharma, S Redyuk, S Mukherjee, A Sipka, S Vollmer, D Selby
arXiv preprint arXiv:2401.08513, 2024
12024
Tactile interaction and social touch: Classifying human touch using a soft tactile sensor
J Sun, S Redyuk, E Billing, D Högberg, P Hemeren
Proceedings of the 5th International Conference on Human Agent Interaction …, 2017
12017
Assisted design of data science pipelines
S Redyuk, Z Kaoudi, S Schelter, V Markl
The VLDB Journal, 1-25, 2024
2024
Towards Unsupervised Data Quality Validation on Dynamic Data.
S Redyuk, V Markl, S Schelter
EDBT/ICDT Workshops, 2020
2020
Particulate Matter Matters
HJ Meyer, Z Abedjan, A Ziehn, T Rabl, V Markl, C Schmitz, DD Serai, ...
2019
Challenges in face expression recognition from video
S Redyuk, EA Billing
SweDS 2017: The 5th Swedish Workshop on Data Science. Data Science Division …, 2017
2017
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