Valentina Golendukhina

12 papers B 4C 1Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2025 B conf
Visualization Tools for Machine Learning Pipelines: A Review.
PacificVis
Valentina Golendukhina, Michael Felderer, Lisa Sonnleithner
2024 J jnl
A Catalog of Consumer IoT Device Characteristics for Data Quality Estimation.
ACM J. Data Inf. Qual.
Valentina Golendukhina, Harald Foidl, Daniel Hörl, Michael Felderer
2024 C conf
A Review of Publicly Available Datasets from Manufacturing Systems.
ETFA
Valentina Golendukhina, Bianca Wiesmayr, Michael Felderer
2024 J jnl
Data pipeline quality: Influencing factors, root causes of data-related issues, and processing problem areas for developers.
J. Syst. Softw.
Harald Foidl, Valentina Golendukhina, Rudolf Ramler, Michael Felderer
2024 J jnl
SEA4DQ 2024 Workshop Summary.
ACM SIGSOFT Softw. Eng. Notes
Tim Menzies, Bowen Xu, Hong Jin Kang, Jie M. Zhang, Jiri Gesi, Sagar Sen, Beatriz Cassoli, Nicolas Jourdan, Jieke Shi, Phu Hong Nguyen, Valentina Golendukhina
2024 B conf
Unveiling Data Preprocessing Patterns in Computational Notebooks.
SEAA
Valentina Golendukhina, Michael Felderer
2023 B conf
Automation and Development Effort in Continuous AI Development: A Practitioners' Survey.
SEAA
Monika Steidl, Valentina Golendukhina, Michael Felderer, Rudolf Ramler
2023 J jnl
Data Pipeline Quality: Influencing Factors, Root Causes of Data-related Issues, and Processing Problem Areas for Developers.
CoRR
Harald Foidl, Valentina Golendukhina, Rudolf Ramler, Michael Felderer
2023 — conf
Enhancing Data Quality in Large-Scale Software Systems for Industrial Automation.
SEA4DQ@SIGSOFT FSE
Valentina Golendukhina, Lisa Sonnleithner, Michael Felderer
2022 — conf
Preliminary findings on the occurrence and causes of data smells in a real-world business travel data processing pipeline.
SEA4DQ@ESEC/SIGSOFT FSE
Valentina Golendukhina, Harald Foidl, Michael Felderer, Rudolf Ramler
2022 J jnl
What is Software Quality for AI Engineers? Towards a Thinning of the Fog.
CoRR
Valentina Golendukhina, Valentina Lenarduzzi, Michael Felderer
2022 B conf
What is software quality for AI engineers?: towards a thinning of the fog.
CAIN
Valentina Golendukhina, Valentina Lenarduzzi, Michael Felderer