Hazar Harmouch

23 papers A* 1A 1B 1C 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
"Detective Work We Shouldn't Have to Do": Practitioner Challenges in Regulatory-Aligned Data Quality in Machine Learning Systems.
CoRR
Yichun Wang, Kristina Irion, Paul Groth, Hazar Harmouch
2026 J jnl
Machine Learning Practitioners' Views on Data Quality in Light of EU Regulatory Requirements: A European Online Survey.
CoRR
Yichun Wang, Kristina Irion, Paul Groth, Hazar Harmouch
2025 J jnl
BASIL DB: bioactive semantic integration and linking database.
J. Biomed. Semant.
David Jackson, Paul Groth, Hazar Harmouch
2025 C conf
Data Quality in the Age of AI.
ADBIS
Felix Naumann, Lisa Ehrlinger, Hazar Harmouch, Sedir Mohammed, Divesh Srivastava
2025 J jnl
Editorial: Special Issue on Data quality dimensions in Data FAIRification design and processes.
ACM J. Data Inf. Qual.
Anna Bernasconi, Stefano Cirillo, Alberto García S., Hazar Harmouch
2025 J jnl
Fault Lines: Benchmarking the Impact of Label Data Quality on ML Robustness and Fairness.
Proc. VLDB Endow.
David Jackson, Paul Groth, Hazar Harmouch
2025 B conf
Step-by-Step Data Cleaning Recommendations to Improve ML Prediction Accuracy.
EDBT
Sedir Mohammed, Felix Naumann, Hazar Harmouch
2025 J jnl
Step-by-Step Data Cleaning Recommendations to Improve ML Prediction Accuracy.
CoRR
Sedir Mohammed, Felix Naumann, Hazar Harmouch
2025 J jnl
The Five Facets of Data Quality Assessment.
SIGMOD Rec.
Sedir Mohammed, Lisa Ehrlinger, Hazar Harmouch, Felix Naumann, Divesh Srivastava
2025 J jnl
The effects of data quality on machine learning performance on tabular data.
Inf. Syst.
Sedir Mohammed, Lukas Budach, Moritz Feuerpfeil, Nina Ihde, Andrea Nathansen, Nele Sina Noack, Hendrik Patzlaff, Felix Naumann, Hazar Harmouch
2024 — conf
13th International Workshop on Quality in Databases: Preface.
VLDB Workshops
Sourav S. Bhowmick, Lisa Ehrlinger, Hazar Harmouch
2024 J jnl
Data Quality Assessment: Challenges and Opportunities.
CoRR
Sedir Mohammed, Hazar Harmouch, Felix Naumann, Divesh Srivastava
2023 — conf
How Data Quality Determines AI Fairness: The Case of Automated Interviewing.
EWAF
Lou Therese Brandner, Philipp Mahlow, Anna Wilken, Annika Wölke, Hazar Harmouch, Simon David Hirsbrunner
2023 — ed.
Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023.
VLDB Workshops
Rajesh Bordawekar, Cinzia Cappiello, Vasilis Efthymiou, Lisa Ehrlinger, Vijay Gadepally, Sainyam Galhotra, Sandra Geisler, Sven Groppe, Le Gruenwald, Alon Y. Halevy, Hazar Harmouch, Oktie Hassanzadeh, Ihab F. Ilyas, Ernesto Jiménez-Ruiz, Sanjay Krishnan, Tirthankar Lahiri, Guoliang Li, Jiaheng Lu, Wolfgang Mauerer, Umar Farooq Minhas, Felix Naumann, M. Tamer Özsu, El Kindi Rezig, Kavitha Srinivas, Michael Stonebraker, Satyanarayana R. Valluri, Maria-Esther Vidal, Haixun Wang, Jiannan Wang, Yingjun Wu, Xun Xue, Mohamed Zaït, Kai Zeng
2023 — conf
Preface QDB.
VLDB Workshops
Lisa Ehrlinger, Hazar Harmouch, Ihab F. Ilyas, Felix Naumann
2022 J jnl
The Effects of Data Quality on ML-Model Performance.
CoRR
Lukas Budach, Moritz Feuerpfeil, Nina Ihde, Andrea Nathansen, Nele Sina Noack, Hendrik Patzlaff, Hazar Harmouch, Felix Naumann
2021 A* conf
Relational Header Discovery using Similarity Search in a Table Corpus.
ICDE
Hazar Harmouch, Thorsten Papenbrock, Felix Naumann
2020 — —
Single-column data profiling.
Hazar Harmouch
2019 — conf
Discovery of Genuine Functional Dependencies from Relational Data with Missing Values.
INFORSID
Laure Berti-Équille, Hazar Harmouch, Felix Naumann, Noël Novelli, Saravanan Thirumuruganathan
2019 A conf
Inclusion Dependency Discovery: An Experimental Evaluation of Thirteen Algorithms.
CIKM
Falco Dürsch, Axel Stebner, Fabian Windheuser, Maxi Fischer, Tim Friedrich, Nils Strelow, Tobias Bleifuß, Hazar Harmouch, Lan Jiang, Thorsten Papenbrock, Felix Naumann
2018 J jnl
Discovery of Genuine Functional Dependencies from Relational Data with Missing Values.
Proc. VLDB Endow.
Laure Berti-Équille, Hazar Harmouch, Felix Naumann, Noël Novelli, Saravanan Thirumuruganathan
2017 J jnl
Cardinality Estimation: An Experimental Survey.
Proc. VLDB Endow.
Hazar Harmouch, Felix Naumann
2016 J jnl
Data Anamnesis: Admitting Raw Data into an Organization.
IEEE Data Eng. Bull.
Sebastian Kruse, Thorsten Papenbrock, Hazar Harmouch, Felix Naumann