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Institute of Data Science

Organisational unit: Institute

Type of address: Visitor addres
Appelstraße 4
30167
Hannover
121 - 160 out of 230Page size: 40

Publications

  1. 2019

  2. E-pub ahead of print

    ED2: Two-stage Active Learning for Error Detection - Technical Report

    Abedjan, Z., 2019, (E-pub ahead of print).

    Research output: Working paper/PreprintPreprint

  3. Published

    Explanation of Air Pollution Using External Data Sources

    Abedjan, Z., Esmailoghli, M., Redyuk, S., Martinez, R., Rabl, T. & Markl, V., 2019, BTW 2019: Workshopband. Meyer, H., Ritter, N., Thor, A., Nicklas, D., Heuer, A. & Klettke, M. (eds.). Bonn, p. 297-300 4 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-290).

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

  4. 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 proceedingConference contributionResearchpeer review

  5. Published

    Formalizing Gremlin pattern matching traversals in an integrated graph Algebra

    Thakkar, H., Auer, S. & Vidal, M. E., 2019, BlockSW and CKG Workshops at ISWC 2019: Proceedings of the Blockchain enabled Semantic Web Workshop (BlockSW) and Contextualized Knowledge Graphs (CKG) Workshop co-located with the 18th International Semantic Web Conference (ISWC 2019). (CEUR Workshop Proceedings; vol. 2599).

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

  6. 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/ReportProject report/research reportResearch

  7. Published

    Old is gold: Linguistic driven approach for entity and relation linking of short text

    Sakor, A., Mulang, I. O., Singh, K., Shekarpour, S., Vidal, M. E., Lehmann, J. & Auer, S., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 2336-2346 11 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

  8. 2018

  9. 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 proceedingConference contributionResearchpeer review

  10. Published

    Evolutionary image simplification for lung nodule classification with convolutional neural networks

    Lückehe, D. & von Voigt, G., Oct 2018, In: International journal of computer assisted radiology and surgery. 13, 10, p. 1499-1513 15 p.

    Research output: Contribution to journalArticleResearchpeer review

  11. Published

    Metadata analysis of scholarly events of computer science, physics, engineering, and mathematics

    Fathalla, S., Vahdati, S., Auer, S. & Lange, C., 5 Sept 2018, Digital Libraries for Open Knowledge: 22nd International Conference on Theory and Practice of Digital Libraries, TPDL 2018, Proceedings. Mendez, E., Ribeiro, C., David, G., Lopes, J. C. & Crestani, F. (eds.). Cham: Springer Verlag, p. 116-128 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11057 LNCS).

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

  12. Published

    DESERT: A Continuous SPARQL Query Engine for On-Demand Query Answering

    Karim, F., Lytra, I., Mader, C., Auer, S. & Vidal, M. E., Sept 2018, In: International Journal of Semantic Computing. 12, 3, p. 373-397 25 p.

    Research output: Contribution to journalArticleResearchpeer review

  13. Published

    Blocking music metadata from heterogenous data sources

    Pabst, O. & Lipeck, U. W., 29 Jun 2018, Grundlagen von Datenbanken: Proceedings of the 30th GI-Workshop Grundlagen von Datenbanken. p. 53-58 6 p. (CEUR Workshop Proceedings; vol. 2126).

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

  14. Published

    Two for one - Querying property graph databases using SPARQL via gremlinator

    Thakkar, H., Punjani, D., Lehmann, J. & Auer, S., 10 Jun 2018, GRADES-NDA '18: Proceedings of the 1st ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA). Bhattacharya, A., Fletcher, G., Roy, S., Arora, A., Larriba Pey, J. L. & West, R. (eds.). Houston, p. 1-5 5 p. 12

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

  15. Published

    Experience: Open Fiscal Datasets, Common Issues, and Recommendations

    Musyaffa, F. A., Engels, C., Vidal, M. E., Orlandi, F. & Auer, S., 12 Apr 2018, In: Journal of Data and Information Quality. 9, 4, 10 p., 19.

    Research output: Contribution to journalArticleResearchpeer review

  16. Published

    Why Reinvent the Wheel: Let's Build Question Answering Systems Together

    Singh, K., Radhakrishna, A. S., Both, A., Shekarpour, S., Lytra, I., Usbeck, R., Vyas, A., Khikmatullaev, A., Punjani, D., Lange, C., Vidal, M. E., Lehmann, J. & Auer, S., 10 Apr 2018, The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018: Proceedings of the 2018 World Wide Web Conference. Geneva: Association for Computing Machinery (ACM), p. 1247-1256 10 p. (Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18).

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

  17. 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 proceedingConference contributionResearchpeer review

  18. Published

    Semantic Enrichment of IoT Stream Data On-demand

    Karim, F., Al Naameh, O., Lytra, I., Mader, C., Vidal, M. E. & Auer, S., 9 Apr 2018, 2018 IEEE 12th International Conference on Semantic Computing (ICSC). Institute of Electrical and Electronics Engineers Inc., p. 33-40 8 p.

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

  19. E-pub ahead of print

    Killing Two Birds with One Stone: Querying Property Graphs using SPARQL via GREMLINATOR

    Thakkar, H., Punjani, D., Lehmann, J. & Auer, S., 25 Jan 2018, (E-pub ahead of print).

    Research output: Working paper/PreprintPreprint

  20. Published
  21. Published

    Evolutionary structure minimization of deep neural networks for motion sensor data

    Lückehe, D., Veith, S. & von Voigt, G., 2018, KI 2018: Advances in Artificial Intelligence - 41st German Conference on AI, 2018, Proceedings. Turhan, A.-Y. & Trollmann, F. (eds.). Springer Verlag, p. 243-257 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11117 LNAI).

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

  22. Published

    Multi-Stage Deep Learning for Context-Free Handwriting Recognition

    Lückehe, D., Mühlpforte, N., Effenberg, A. O. & Von Voigt, G., 2018, Lernen, Wissen, Daten, Analysen 2018: Proceedings of the Conference "Lernen, Wissen, Daten, Analysen". p. 239-250 12 p. (CEUR Workshop Proceedings; vol. 2191).

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

  23. 2017

  24. Published

    Capturing knowledge in semantically-typed relational patterns to enhance relation linking

    Singh, K., Mulang, I. O., Lytra, I., Jaradeh, M. Y., Sakor, A., Vidal, M. E., Lange, C. & Auer, S., 4 Dec 2017, K-CAP 2017: Proceedings of the Knowledge Capture Conference. New York, p. 1-8 8 p. 31

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

  25. Published

    Guest Editorial: Special Issue on the 2015 International Conference on Embedded Computer Systems—Architectures, Modeling and Simulation (SAMOS XV)

    Payá-Vayá, G. & Gerstlauer, A., Dec 2017, In: International Journal of Parallel Programming. 45, 6, p. 1417-1419 3 p.

    Research output: Contribution to journalEditorial in journalResearchpeer review

  26. Published

    Realizing an RDF-based information model for a manufacturing company: a case study 350

    Petersen, N., Halilaj, L., Grangel-González, I., Lohmann, S., Lange, C. & Auer, S., 4 Oct 2017, The Semantic Web – ISWC 2017: 16th International Semantic Web Conference, Vienna, Austria, October 21-25, 2017, Proceedings, Part II. Fernandez, M., d’Amato, C., Tamma, V., Cudre-Mauroux, P., Lecue, F., Lange, C., Sequeda, J. & Heflin, J. (eds.). Cham: Springer Verlag, p. 350-366 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10588 LNCS).

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

  27. Published

    Analysis of Sound Localization Data Generated by the Extended Mainzer Kindertisch

    Lückehe, D., Schmidt, K., Plotz, K. & Von Voigt, G., 19 Sept 2017, KI 2017: Advances in Artificial Intelligence - 40th Annual German Conference on AI, Proceedings. Furnkranz, J., Thimm, M. & Kern-Isberner, G. (eds.). Springer Verlag, p. 330-336 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10505 LNAI).

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

  28. Published

    Ontology-guided job market demand analysis: A cross-sectional study for the data science field

    Sibarani, E. M., Scerri, S., Morales, C., Auer, S. & Collarana, D., 11 Sept 2017, Semantics2017: Proceedings of the 13th International Conference on Semantic Systems. Hoekstra, R., Pellegrini, T., Hoekstra, R., de Boer, V. & Faron-Zucker, C. (eds.). Association for Computing Machinery (ACM), p. 25-32 8 p.

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

  29. Published

    Semantic Similarity based Clustering of License Excerpts for Improved End-User Interpretation

    Nejad, N. M., Scerri, S. & Auer, S., 11 Sept 2017, Semantics2017: Proceedings of the 13th International Conference on Semantic Systems. Hoekstra, R., de Boer, V., Pellegrini, T., Hoekstra, R. & Faron-Zucker, C. (eds.). Association for Computing Machinery (ACM), p. 144-151 8 p.

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

  30. Published

    SMJoin: A multi-way join operator for SPARQL queries

    Galkin, M., Endris, K. M., Acosta, M., Collarana, D., Vidal, M. E. & Auer, S., 11 Sept 2017, Semantics2017: Proceedings of the 13th International Conference on Semantic Systems. Hoekstra, R., de Boer, V., Pellegrini, T., Hoekstra, R. & Faron-Zucker, C. (eds.). Association for Computing Machinery (ACM), p. 104-111 8 p.

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

  31. Published

    Analysing scholarly communication metadata of computer ccience events

    Fathalla, S., Vahdati, S., Lange, C. & Auer, S., 2 Sept 2017, Research and advanced technology for digital libraries: 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017, Proceedings. Cham: Springer Nature, p. 342-354 13 p.

    Research output: Chapter in book/report/conference proceedingContribution to book/anthologyResearch

  32. Published

    Analysing scholarly communication metadata of computer science events

    Fathalla, S., Vahdati, S., Lange, C. & Auer, S., 2 Sept 2017, Research and Advanced Technology for Digital Libraries - 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Proceedings. Manolopoulos, Y., Kamps, J., Tsakonas, G., Iliadis, L. & Karydis, I. (eds.). Cham: Springer Verlag, p. 342-354 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10450 LNCS).

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

  33. Published

    Integration of scholarly communication metadata using knowledge graphs

    Sadeghi, A., Lange, C., Vidal, M. E. & Auer, S., 2 Sept 2017, Research and Advanced Technology for Digital Libraries: 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017, Proceedings. Manolopoulos, Y., Kamps, J., Tsakonas, G., Iliadis, L. & Karydis, I. (eds.). Cham: Springer Verlag, p. 328-341 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10450 LNCS).

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

  34. Published

    Towards a knowledge graph representing research findings by semantifying survey articles

    Fathalla, S., Vahdati, S., Auer, S. & Lange, C., 2 Sept 2017, Research and Advanced Technology for Digital Libraries: 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017, Proceedings. Manolopoulos, Y., Kamps, J., Tsakonas, G., Iliadis, L. & Karydis, I. (eds.). Cham: Springer Verlag, p. 315-327 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10450 LNCS).

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

  35. Published

    Using a Genetic Algorithm Approach to Reduce Register File Pressure during Instruction Scheduling

    Giesemann, F., Paya-Vaya, G., Gerlach, L., Blume, H., Pflug, F. & Von Voigt, G., 2 Jul 2017, International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XVII). Patt, Y. & Nandy, S. K. (eds.). IEEE Computer Society, p. 179-187 9 p.

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

  36. Published

    Evaluation of e-Infrastructures and the development of related Key Performance Indicators

    Fledderus, E., Genova, F., von Voigt, G., Wiebelitz, J. & Lawenda, M., 9 Mar 2017

    Research output: Book/ReportCommissioned reportResearch

  37. 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 proceedingConference contributionResearchpeer review

  38. 2016

  39. Published

    e-IRG Roadmap 2016

    Fledderus, E., Lawenda, M., Karayannis, F., Wiebelitz, J., Balint, L., Vandenbroucke, R., Belsø, R., Meyer, N., van Rijn, A., von Voigt, G., Genova, F. & Llurba, R., 22 Dec 2016

    Research output: Book/ReportCommissioned reportResearch

  40. Published

    Semi-supervised identification of rarely appearing persons in video by correcting weak labels

    Müller, E., Otto, C. & Ewerth, R., 6 Jun 2016, ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. p. 381-384 4 p. (ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval).

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

  41. Published

    Evaluation of sparse linear algebra operations in Trilinos

    Siahatgar, M. & Von Voigt, G., 2016, ECCOMAS Congress 2016 - Proceedings of the 7th European Congress on Computational Methods in Applied Sciences and Engineering. Stefanou, G., Papadopoulos, V., Plevris, V. & Papadrakakis, M. (eds.). National Technical University of Athens, p. 1381-1391 11 p. (ECCOMAS Congress 2016 - Proceedings of the 7th European Congress on Computational Methods in Applied Sciences and Engineering; vol. 1).

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

  42. 2015

  43. 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 journalArticleResearchpeer review

  44. 2014

  45. Published

    SimMatching: Adaptable Road Network Matching for Efficient and Scalable Spatial Data Integration

    Schäfers, M. & Lipeck, U. W., 4 Nov 2014, SIGSPATIAL PhD '14: Proceedings of the 1st ACM SIGSPATIAL PhD Workshop. Demiryurek, U. & Sarwat, M. (eds.). 5 p. 2694866

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

  46. Published

    A Similarity-Based Object Matching Process for Integrating Geodatabases

    Schäfers, M. & Lipeck, U. W., 2014, Databases and Information Systems VIII: Selected Papers from the Eleventh International Baltic Conference, DBandIS 2014. Haav, H.-M., Kalja, A. & Robal, T. (eds.). p. 101-114 14 p. (Frontiers in Artificial Intelligence and Applications; vol. Databases and Information Systems VIII -Selected Papers from ...).

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