Sergey Redyuk — Publications https://sergred.emcomm.cc Peer-reviewed publications by Sergey Redyuk en Tue, 28 Jul 2026 14:09:00 +0000 Assisted Design of End-to-End Data Science Pipelines https://sergred.emcomm.cc/publications/dissertation-tuberlin-2026/ https://sergred.emcomm.cc/publications/dissertation-tuberlin-2026/ Ph.D. Dissertation 2026, 2026 X-Hacking: The Threat of Misguided AutoML https://sergred.emcomm.cc/publications/x-hacking-automl-icml-2025/ https://sergred.emcomm.cc/publications/x-hacking-automl-icml-2025/ ICML 2025, 2025 Assisted Design of Data Science Pipelines https://sergred.emcomm.cc/publications/assisted-design-pipelines-vldbj-2024/ https://sergred.emcomm.cc/publications/assisted-design-pipelines-vldbj-2024/ VLDB Journal 2024, 2024 P2D: A Transpiler Framework for Optimizing Data Science Pipelines https://sergred.emcomm.cc/publications/p2d-transpiler-deem-2023/ https://sergred.emcomm.cc/publications/p2d-transpiler-deem-2023/ DEEM @ SIGMOD 2023, 2023 DORIAN in Action: Assisted Design of Data Science Pipelines https://sergred.emcomm.cc/publications/dorian-in-action-pvldb-2022/ https://sergred.emcomm.cc/publications/dorian-in-action-pvldb-2022/ PVLDB 2022, 2022 Automating Data Quality Validation for Dynamic Data Ingestion https://sergred.emcomm.cc/publications/automating-data-quality-validation-edbt-2021/ https://sergred.emcomm.cc/publications/automating-data-quality-validation-edbt-2021/ EDBT 2021, 2021 ExDRa: Exploratory Data Science on Federated Raw Data https://sergred.emcomm.cc/publications/exdra-sigmod-2021/ https://sergred.emcomm.cc/publications/exdra-sigmod-2021/ SIGMOD 2021, 2021 Towards Unsupervised Data Quality Validation on Dynamic Data https://sergred.emcomm.cc/publications/unsupervised-data-quality-validation-etmlp-2020/ https://sergred.emcomm.cc/publications/unsupervised-data-quality-validation-etmlp-2020/ ETMLP @ EDBT/ICDT 2020, 2020 Particulate Matter Matters — The Data Science Challenge @ BTW 2019 https://sergred.emcomm.cc/publications/particulate-matter-matters-dbspektrum-2019/ https://sergred.emcomm.cc/publications/particulate-matter-matters-dbspektrum-2019/ Datenbank-Spektrum 2019, 2019 Explanation of Air Pollution Using External Data Sources https://sergred.emcomm.cc/publications/explanation-air-pollution-btw-2019/ https://sergred.emcomm.cc/publications/explanation-air-pollution-btw-2019/ BTW Workshops 2019, 2019 Automated Documentation of End-to-End Experiments in Data Science https://sergred.emcomm.cc/publications/automated-documentation-experiments-icde-2019/ https://sergred.emcomm.cc/publications/automated-documentation-experiments-icde-2019/ ICDE 2019, 2019 Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data https://sergred.emcomm.cc/publications/learning-validate-black-box-hilda-2019/ https://sergred.emcomm.cc/publications/learning-validate-black-box-hilda-2019/ HILDA @ SIGMOD 2019, 2019 Finding Early Signals of Emerging Trends in Text through Topic Modeling and Anomaly Detection https://sergred.emcomm.cc/publications/msc-thesis-skovde-2018/ https://sergred.emcomm.cc/publications/msc-thesis-skovde-2018/ M.Sc. Thesis 2018, 2018 Tactile Interaction and Social Touch: Classifying Human Touch Using a Soft Tactile Sensor https://sergred.emcomm.cc/publications/tactile-interaction-social-touch-hai-2017/ https://sergred.emcomm.cc/publications/tactile-interaction-social-touch-hai-2017/ HAI 2017, 2017