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Institute of Data Science

Organisational unit: Institute

Type of address: Visitor addres
Appelstraße 4
30167
Hannover
81 - 120 out of 231Page size: 40
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Publications

  1. 2021

  2. Published

    Demonstration of Faceted Search on Scholarly Knowledge Graphs

    Heidari, G., Ramadan, A., Stocker, M. & Auer, S., Jun 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

  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

    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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. Published

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

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

    Research output: Thesis › Other academic qualification work

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 2020

  22. Published

    Development of a domain-specific ontology to support research data management for the tailored forming technology

    Sheveleva, T., Koepler, O., Mozgova, I., Lachmayer, R. & Auer, S., 24 Dec 2020, In: Procedia Manufacturing. 52, p. 107-112 6 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  23. Published

    Compacting Frequent Star Patterns in RDF Graphs

    Karim, F., Vidal, M. & Auer, S., Dec 2020, In: Journal of Intelligent Information Systems. 55, 3, p. 561-585 25 p.

    Research output: Contribution to journal › Article › Research

  24. Published

    Active feature acquisition on data streams under feature drift

    Beyer, C., Büttner, M., Unnikrishnan, V., Schleicher, M., Ntoutsi, E. & Spiliopoulou, M., Oct 2020, In: Annales des Telecommunications/Annals of Telecommunications. 75, 9-10, p. 597-611 15 p.

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

  25. Published

    Resource management for model learning at entity level

    Beyer, C., Unnikrishnan, V., Brüggemann, R., Toulouse, V., Omar, H. K., Ntoutsi, E. & Spiliopoulou, M., Oct 2020, In: Annales des Telecommunications/Annals of Telecommunications. 75, 9-10, p. 549-561 13 p.

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

  26. 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 journal › Article › Research › peer review

  27. Published

    Multimodal analytics for real-world news using measures of cross-modal entity consistency

    Müller-Budack, E., Theiner, J., Diering, S., Idahl, M. & Ewerth, R., 8 Jun 2020, ICMR 2020: Proceedings of the 2020 International Conference on Multimedia Retrieval. New York, p. 16-25 10 p.

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

  28. E-pub ahead of print

    Conversational Search - A Report from Dagstuhl Seminar 19461

    Anand, A., Cavedon, L., Hagen, M., Joho, H., Sanderson, M. & Stein, B., 18 May 2020, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  29. E-pub ahead of print

    Valid Explanations for Learning to Rank Models

    Singh, J., Khosla, M. & Anand, A., 29 Apr 2020, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  30. Published

    Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity

    Unnikrishnan, V., Beyer, C., Matuszyk, P., Niemann, U., Pryss, R., Schlee, W., Ntoutsi, E. & Spiliopoulou, M., Feb 2020, In: International Journal of Data Science and Analytics. 9, 1, p. 1-15 15 p.

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

  31. Published

    Comparison of statistical learning approaches for cerebral aneurysm rupture assessment

    Detmer, F. J., Lückehe, D., Mut, F., Slawski, M., Hirsch, S., Bijlenga, P., von Voigt, G. & Cebral, J. R., Jan 2020, In: International journal of computer assisted radiology and surgery. 15, p. 141-150 10 p.

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

  32. E-pub ahead of print

    Bias in Data-driven AI Systems: An Introductory Survey

    Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernández, M., Alani, H., Berendt, B., Kruegel, T., Heinze, C., Broelemann, K., Kasneci, G., Tiropanis, T. & Staab, S., 2020, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  33. Published

    Compact Semantic Representations of Observational Data

    Karim, F., 2020, Hannover. 177 p.

    Research output: Thesis › Doctoral thesis

  34. 2019

  35. Published

    Data Integration in the Life Sciences: 13th International Conference, DILS 2018, Hannover, Germany, November 20-21, 2018, Proceedings

    Auer, S. (Editor) & Vidal, M. E. (Editor), 31 Dec 2019, 1. ed. Cham. 218 p. (Lecture Notes in Computer Science (LNCS); vol. 11371)(Lecture Notes in Bioinformatics (LNBI))

    Research output: Book/Report › Conference proceeding › Research › peer review

  36. Published

    Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity

    Beyer, C., Unnikrishnan, V., Matuszyk, P., Niemann, U., Pryss, R., Schlee, W., Ntoutsi, E. & Spiliopoulou, M., Oct 2019, 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA): Proceedings. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 246-255 10 p.

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

  37. Published

    LILE2019: 8th international workshop on learning and education with web data

    Yu, R., Kimmerle, J., D'Aquin, M., Herder, E., Gasevic, D. & Ewerth, R., 26 Jun 2019, WebSci 2019: Companion Publication of the 10th ACM Conference on Web Science. Boldi, P., Foucault Welles, B., Kinder-Kurlanda, K. & Wilson, C. (eds.). New York, p. 15-16 2 p.

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

  38. 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 proceeding › Conference contribution › Research › peer review

  39. Published

    National Nodes: Getting organised; how far are we?

    Holmgren, S., van Rijn, A., Jäckel, U., Kleist, J., von Voigt, G., Fotis, K., Maragakis, M. & Wiebelitz, J., 14 Jun 2019

    Research output: Book/Report › Commissioned report › Research

  40. Published

    Exploiting Entity Information for Stream Classification over a Stream of Reviews

    Beyer, C., Matuszyk, P., Unnikrishnan, V., Ntoutsi, E., Niemann, U. & Spiliopoulou, M., 8 Apr 2019, SAC '19: Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing. p. 564-573 10 p.

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

  41. Published

    The scientific events ontology of the openResearch.org curation platform

    Fathalla, S., Auer, S., Vahdati, S. & Lange, C., Apr 2019, Proceedings of the ACM Symposium on Applied Computing. New York: Association for Computing Machinery (ACM), p. 2311-2313 3 p.

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

  42. Published

    Significance and Limitations of Stable Oxygen Isotope Ratios in the Apatite Phosphate of Archaeological Vertebrate Finds for Provenance Analysis in an Alpine Reference Region

    Mauder, M., Ntoutsi, E., Kröger, P., Mayr, C., Toncala, A., Hölzl, S. & Grupe, G., 1 Feb 2019, In: Archaeometry. 61, 1, p. 194-210 17 p.

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

  43. Published

    Active Feature Acquisition for Opinion Stream Classification under Drift

    Shivakumaraswamy, R., Beyer, C., Unnikrishnan, V., Ntoutsi, E. & Spiliopoulou, M., 2019, Interactive Adaptive Learning: Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2019). p. 108-111 4 p. (CEUR Workshop Proceedings; vol. 2444).

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

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