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Knowledge-Based Systems Section

Organisational unit: Section/Division

Type of address: Visitor address.
Appelstraße 4
30167
Hannover
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41 - 60 out of 111Page size: 20

Publications

  1. 2020
  2. 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

  3. 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

  4. 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

  5. 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

  6. E-pub ahead of print

    dom2vec: Unsupervised protein domain embeddings capture domains structure and function providing data-driven insights into collocations in domain architectures

    Melidis, D., Malone, B. & Nejdl, W., 26 Apr 2020, (E-pub ahead of print) Cold Spring Harbor Laboratory Press.

    Research output: Working paper/Preprint › Preprint

  7. 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

  8. 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

  9. 2019
  10. 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

  11. 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

  12. 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

  13. 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

  14. Published

    FAHT: An Adaptive Fairness-aware Decision Tree Classifier

    Zhang, W. & Ntoutsi, E., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence: IJCAI 2019. Kraus, S. (ed.). p. 1480-1486 7 p. (Proceedings of the International Joint Conference on Artificial Intelligence).

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

  15. Published

    Next Level Ecosphere for Intelligent Industrial Production (IIP-Ecosphere): Schlußbericht: A. Sachbericht: Laufzeit des Vorhabens: 15.04.2019-14.10.2019, Berichtszeitraum: 15.04.2019-14.10.2019

    Niederée, C., Eichelberger, H., Stiehl, T., Schreiber, P., Zerr, S., Stoklas, J. & Jalowski, M., 2019, Hannover. 20 p.

    Research output: Book/Report › Project report/research report › Research

  16. 2018
  17. Published

    Delusive PageRank in Incomplete Graphs

    Holzmann, H., Anand, A. & Khosla, M., 2 Dec 2018, Complex Networks and Their Applications VII: Volume 1 Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018. Lambiotte, R., Rocha, L. M., Lió, P., Cherifi, H., Aiello, L. M. & Cherifi, C. (eds.). 1. ed. Springer Verlag, Vol. 1.. p. 104-117 14 p. (Studies in Computational Intelligence; vol. 812).

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

  18. Published

    Predicting Polarities of Entity-Centered Documents without Reading their Contents

    Beyer, C., Niemann, U., Unnikrishnan, V., Ntoutsi, E. & Spiliopoulou, M., 9 Apr 2018, Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. p. 525-528 4 p.

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

  19. Published

    Enhanced mobility awareness: a data-driven approach to analyze traffic under planned special event scenarios

    Kwoczek, S., 2018, Hannover.

    Research output: Thesis › Doctoral thesis

  20. 2017
  21. Published

    Redundancies in Data and their Effect on the Evaluation of Recommendation Systems: A Case Study on the Amazon Reviews Datasets

    Basaran, D., Ntoutsi, E. & Zimek, A., 2017, Proceedings of the 2017 SIAM International Conference on Data Mining (SDM). Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 390-398 9 p.

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

  22. 2015
  23. Published

    Photos to Remember, Photos to Forget

    Nejdl, W. & Niederée, C., Feb 2015, In: IEEE MULTIMEDIA. 22, 1, p. 6-11 6 p., 7030209.

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

  24. 2012
  25. Published

    FreeQ: An Interactive Query Interface for Freebase

    Demidova, E., Zhou, X. & Nejdl, W., 16 Apr 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 325-328 4 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

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

  26. Published

    The CUBRIK Project: Human-enhanced time-aware multimedia search

    Fraternali, P., Tagliasacchi, M., Martinenghi, D., Bozzon, A., Catallo, I., Ciceri, E., Nucci, F., Croce, V., Altingovde, I. S., Siberski, W., Giunchiglia, F., Nejdl, W., Larson, M., Izquierdo, E., Daras, P., Chrons, O., Traphoener, R., Decker, B., Lomas, J., Aichroth, P., Novak, J., Sillaume, G., Figueroa, F. S. & Salas-Parra, C., 16 Apr 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 259-262 4 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

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

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