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Data Base and Information Systems Section

Organisational unit: Section/Division

Type of address: Visitor address.
Welfengarten 1
30167
Hannover
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Publications

  1. 2024
  2. 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 proceedingConference contributionResearchpeer review

  3. 2023
  4. E-pub ahead of print

    AutoML in Heavily Constrained Applications

    Neutatz, F., Lindauer, M. & Abedjan, Z., 17 Nov 2023, (E-pub ahead of print) In: VLDB Journal.

    Research output: Contribution to journalArticleResearchpeer review

  5. 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 proceedingConference contributionResearch

  6. 2022
  7. 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 proceedingConference contributionResearchpeer review

  8. 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 proceedingConference contributionResearchpeer review

  9. 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 proceedingContribution to book/anthologyResearchpeer review

  10. 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 journalArticleResearchpeer review

  11. 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 journalConference articleResearchpeer review

  12. 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, In: CEUR Workshop Proceedings. 3341, p. 3 1 p.

    Research output: Contribution to journalEditorial in journalResearchpeer review

  13. 2021
  14. 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 proceedingConference contributionResearchpeer review

  15. 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 journalConference articleResearchpeer review

  16. 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 proceedingConference contributionResearchpeer review

  17. 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 proceedingConference contributionResearchpeer review

  18. 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 journalArticleResearchpeer review

  19. 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 proceedingConference contributionResearchpeer review

  20. 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 proceedingConference contributionResearchpeer review

  21. 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/PreprintPreprint

  22. 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 proceedingConference contributionResearch

  23. 2020
  24. Published

    Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning

    Abedjan, Z. & Mahdavi, M., 1 Jul 2020, In: Proceedings of the VLDB Endowment. 13, 12, p. 1948-1961 14 p.

    Research output: Contribution to journalArticleResearchpeer review

  25. 2019
  26. Published

    Raha: A Configuration-Free Error Detection System

    Abedjan, Z., Mahdavi, M., Fernandez, R. C., Madden, S. R., Quzzani, M., Stonebraker, M. R. & Tang, N., 25 Jun 2019, SIGMOD '19: Proceedings of the 2019 International Conference on Management of Data. New York: Association for Computing Machinery (ACM), p. 865-882 18 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

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