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Institute of Data Science

Organisational unit: Institute

Type of address: Visitor address.
Appelstraße 4
30167
Hannover
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81 - 100 out of 232Page size: 20

Publications

  1. 2021
  2. 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

  3. Published

    Multimodal news analytics using measures of cross-modal entity and context consistency

    Müller-Budack, E., Theiner, J., Diering, S., Idahl, M., Hakimov, S. & Ewerth, R., Jun 2021, In: Int. J. Multim. Inf. Retr.. 10, 2, p. 111-125 15 p.

    Research output: Contribution to journal › Article › Research › peer review

  4. 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

  5. Published

    Demonstration of Faceted Search on Scholarly Knowledge Graphs

    Heidari, G., Ramadan, A., Stocker, M. & Auer, S., 19 Apr 2021, WWW '21: Companion Proceedings of the Web Conference 2021. New York, p. 685-686 2 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  6. Published

    Hashing-accelerated graph neural networks for link prediction

    Wu, W., Li, B., Luo, C. & Nejdl, W., 19 Apr 2021, WWW '21: Proceedings of the Web Conference 2021. p. 2910-2920 11 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  7. Published

    Capturing protein domain structure and function using self-supervision on domain architectures

    Melidis, D. P. & Nejdl, W., 19 Jan 2021, In: Algorithms. 14, 1, 28.

    Research output: Contribution to journal › Article › Research › peer review

  8. Published

    Computational Approaches for the Interpretation of Image-Text Relations

    Ewerth, R., Otto, C. & Müller-Budack, E., 1 Jan 2021, Empirical Multimodality Research: Methods, Evaluations, Implications. Pflaeging, J., Wildfeuer , J. & Bateman, J. A. (eds.). de Gruyter, p. 109-138 30 p.

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

  9. 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

  10. 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

  11. Published

    Efficient Scalable Temporal Web Graph Store

    Vo, K. D., Zerr, S., Zhu, X. & Nejdl, W., 2021, 2021 IEEE International Conference on Big Data (Big Data). Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 263-273 11 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  12. Published

    Environmental Data Collection as a Byproduct for Autonomous Ride-Hailing Services

    Frantzen, L., Liedtke, P., Graen, T., Fiege, A., Nolting, M. & Nejdl, W., 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2272-2277 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  13. Published

    Facettensuche Für das Suchsystem von Open Research Knowledge Graph (ORKG)

    Ramadan, A., 2021, Hannover. 40 p.

    Research output: Thesis › Other academic qualification work

  14. 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

  15. 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

  16. Published

    On the Impact of Features and Classifiers for Measuring Knowledge Gain during Web Search: A Case Study

    Gritz, W., Hoppe, A. & Ewerth, R., 2021, CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). (CEUR Workshop Proceedings; vol. 3052).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  17. Published

    Robust Regression for Monocular Depth Estimation

    Lienen, J., Nommensen, N., Ewerth, R. & Hüllermeier, E., 2021, p. 1001-1016. 16 p.

    Research output: Contribution to conference › Paper › Research › peer review

  18. 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

  19. 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

  20. 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

  21. Published

    Technical research priorities for big data

    Curry, E., Zillner, S., Metzger, A., Berre, A. J., Auer, S., Walshe, R., Despenic, M., Petkovic, M., Roman, D., Waterfeld, W., Seidl, R., Hasan, S., ul Hassan, U. & Ojo, A., 2021, The Elements of Big Data Value: Foundations of the Research and Innovation Ecosystem. Springer International Publishing AG, p. 97-126 30 p.

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

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