Publications
- 2024
- Published
Data Augmentation for Supervised Code Translation Learning
Chen, B., Golebiowski, J. & Abedjan, Z., 2 Jul 2024, 2024 IEEE/ACM 21st International Conference on Mining Software Repositories: MSR 2024. p. 444-456 13 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
AutoML in Heavily Constrained Applications
Neutatz, F., Lindauer, M. & Abedjan, Z., Jul 2024, In: VLDB Journal. 33, p. 957–979Research output: Contribution to journal › Article › Research › peer review
- Published
Towards Data Augmentation for Supervised Code Translation
Chen, B., Golebiowski, J. & Abedjan, Z., 23 May 2024, Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings. IEEE Computer Society, p. 352-353 2 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Learning Action Embeddings for Off-Policy Evaluation
Cief, M., Golebiowski, J., Schmidt, P., Abedjan, Z. & Bekasov, A., 20 Mar 2024, Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024. Goharian, N., Tonellotto, N., He, Y., Lipani, A., McDonald, G., Macdonald, C. & Ounis, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 108-122 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14608 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2023
- Published
NFDI4DS Infrastructure and Services
Schimmler, S., Wentzel, B., Bleier, A., Dietze, S., Karmakar, S., Mutschke, P., Kraft, A., Taffa, T. A., Usbeck, R., Boukhers, Z., Auer, S., Castro, L. J., Ackermann, M. R., Neumuth, T., Schneider, D., Abedjan, Z., Latif, A., Limani, F., Ahmad, R. A., Rehm, G., Khorasani, S. A. & Lieber, M., 2023, INFORMATIK 2023 - Designing Futures: Zukunfte gestalten: Proceedings. Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Gesellschaft fur Informatik (GI), p. 919-924 6 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-337).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- 2022
- Published
Measuring Fairness of Rankings under Noisy Sensitive Information
Ghazimatin, A., Kleindessner, M., Russell, C., Abedjan, Z. & Golebiowski, J., 21 Jun 2022, Proceedings of 2022 5th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2022. Association for Computing Machinery (ACM), p. 2263-2279 17 p. (ACM International Conference Proceeding Series).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Search Filter Ranking with Language-Aware Label Embeddings
Golebiowski, J., Merra, F. A., Abedjan, Z. & Biessmann, F., 25 Apr 2022, WWW 2022 - Companion Proceedings of the Web Conference 2022. p. 121-125 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Station-Based Electric Carsharing: A Decision Support System for Network Generation
Sonneberg, M. O. & Breitner, M. H., 1 Jan 2022, Electric Vehicles in Shared Fleets: Mobility Management, Business Models, and Decision Support Systems. Degirmenci, K., Cerbe, T. M. & Pfau, W. E. (eds.). World Scientific Publishing Co. Pte Ltd, p. 173-192 20 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Data Cleaning and AutoML: Would an Optimizer Choose to Clean?
Neutatz, F., Chen, B., Alkhatib, Y., Ye, J. & Abedjan, Z., 2022, In: Datenbank-Spektrum. 22, 2, p. 121-130 10 p., 2.Research output: Contribution to journal › Article › Research › peer review
- Published
MATE: Multi-Attribute Table Extraction
Esmailoghli, M., Quiané-Ruiz, J. A. & Abedjan, Z., 2022, In: Contemporary Mathematics. 15, 8, p. 1684-1696 13 p., 8.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Preface
Nejdl, W., Abedjan, Z., Binnig, C., Weidlich, M., Boehm, M., Scherzinger, S., Rabl, T., Paradies, M., Papenbrock, T., Ruiz, J. A. Q. & Lehner, W., 2022, Lernen, Wissen, Daten, Analysen 2022: Proceedings of the LWDA 2022 Workshops: FGWM, FGKD, and FGDB. p. 3 1 p. (CEUR Workshop Proceedings; vol. 3341).Research output: Chapter in book/report/conference proceeding › Foreword/postscript › Research › peer review
- 2021
- Published
Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study.
Neutatz, F., Biessmann, F. & Abedjan, Z., 9 Jun 2021, SIGMOD/PODS '21: Proceedings of the 2021 International Conference on Management of Data. p. 1345-1358 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Automated Feature Engineering for Algorithmic Fairness.
Salazar, R., Neutatz, F. & Abedjan, Z., May 2021, In: Proceedings of the VLDB Endowment. 14, 9, p. 1694-1702 9 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
COCOA: COrrelation COefficient-Aware Data Augmentation
Esmailoghli, M., Quiané-Ruiz, J. & Abedjan, Z., 2021, Proceedings of the 24th International Conference on Extending Database Technology (EDBT). Velegrakis, Y., Velegrakis, Y., Zeinalipour, D., Chrysanthis, P. K., Chrysanthis, P. K. & Guerra, F. (eds.). p. 331-336 6 p. (Advances in database technology).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Combining Programming-by-Example with Transformation Discovery from large Databases
Özmen, A., Esmailoghli, M. & Abedjan, Z., 2021, Datenbanksysteme für Business, Technologie und Web (BTW 2021): 19. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 13.-17. September 2021, Dresden, Germany, Proceedings. Sattler, K-U., Herschel, M. & Lehner, W. (eds.). Gesellschaft fur Informatik (GI), p. 313-324 12 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-311).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
From Cleaning before ML to Cleaning for ML.
Neutatz, F., Chen, B., Abedjan, Z. & Wu, E., 2021, In: IEEE Data Eng. Bull.. 44, 1, p. 24-41 18 p., 1.Research output: Contribution to journal › Article › Research › peer review
- Published
Interactive Cross-language Code Retrieval with Auto-Encoders
Chen, B. & Abedjan, Z., 2021, 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE). p. 167-178 12 p. (IEEE/ACM International Conference on Automated Software Engineering).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
RPT - Effective and Efficient Retrieval of Program Translations from Big Code
Chen, B. & Abedjan, Z., 2021, 2021 IEEE/ACM 43rd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion). p. 252-253 2 p. (IEEE/ACM International Conference on Software Engineering Companion proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- E-pub ahead of print
RPT: Effective and Efficient Retrieval of Program Translations from Big Code
Chen, B. & Abedjan, Z., 2021, (E-pub ahead of print).Research output: Working paper/Preprint › Preprint
- Published
Semi-Supervised Data Cleaning with Raha and Baran
Mahdavi, M. & Abedjan, Z., 2021, 11th Conference on Innovative Data Systems Research.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research