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L3S Research Centre

Organisational unit: Leibniz Research Centre

Type of address: Visitor addres
Appelstraße 9A
30167
Hannover
241 - 280 out of 1,324Page size: 40
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Publications

  1. 2023

  2. Published

    Disarming visualization-based approaches in malware detection systems

    Saidia Fascí, L., Fisichella, M., Lax, G. & Qian, C., Mar 2023, In: Computers and Security. 126, 13 p., 103062.

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

  3. Published

    Federated Learning to Safeguard Patients Data: A Medical Image Retrieval Case

    Singh, G., Violi, V. & Fisichella, M., Mar 2023, In: Big Data and Cognitive Computing. 7, 1, 18.

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

  4. Published

    Enabling P4 Network Telemetry in Edge Micro Data Centers With Kubernetes Orchestration

    Scano, D., Giorgetti, A., Paolucci, F., Sgambelluri, A., Chammanara, J., Rothman, J., Al-Bado, M., Marx, E., Ahearne, S. & Cugini, F., 24 Feb 2023, In: IEEE ACCESS. 11, p. 22637-22653 17 p.

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

  5. Published

    Music Version Retrieval from YouTube: How to Formulate Effective Search Queries?

    Hachmeier, S., Jäschke, R. & Saadatdoorabi, H., 11 Feb 2023, Lernen, Wissen, Daten, Analysen 2022: Proceedings of the LWDA 2022 Workshops: FGWM, FGKD, and FGDB. p. 213-226 14 p. (CEUR Workshop Proceedings; vol. 3341).

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

  6. Published

    A Graph-Based Approach to Detect Anomalies Based on Shared Attribute Values

    Brauer, S., Fisichella, M., Lax, G., Romeo, C. & Russo, A., 2 Feb 2023, Applied Intelligence and Informatics: Second International Conference, AII 2022, Reggio Calabria, Italy, September 1–3, 2022, Proceedings. Mahmud, M., Ieracitano, C., Mammone, N., Morabito, F. C. & Kaiser, M. S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 511-522 12 p. (Communications in Computer and Information Science; vol. 1724 CCIS).

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

  7. Published

    AdaCC: cumulative cost-sensitive boosting for imbalanced classification

    Iosifidis, V., Papadopoulos, S., Rosenhahn, B. & Ntoutsi, E., Feb 2023, In: Knowledge and information systems. 65, 2, p. 789-826 38 p.

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

  8. Published

    Evaluation of group fairness measures in student performance prediction problems

    Quy, T. L., Nguyen, T. H., Friege, G. & Ntoutsi, E., 31 Jan 2023, Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I. Koprinska, I., Mignone, P., Guidotti, R., Jaroszewicz, S., Fröning, H., Gullo, F., Ferreira, P. M., Roqueiro, D., Ceddia, G., Nowaczyk, S., Gama, J., Ribeiro, R., Gavaldà, R., Masciari, E., Ras, Z., Ritacco, E., Naretto, F., Theissler, A., Biecek, P., Verbeke, W., Schiele, G., Pernkopf, F., Blott, M., Bordino, I., Danesi, I. L., Ponti, G., Severini, L., Appice, A., Andresini, G., Medeiros, I., Graça, G., Cooper, L., Ghazaleh, N., Richiardi, J., Saldana, D., Sechidis, K., Canakoglu, A., Pido, S., Pinoli, P., Bifet, A. & Pashami, S. (eds.). Cham: Springer Nature, p. 119-136 18 p. (Communications in Computer and Information Science; vol. 1752 CCIS).

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

  9. Published

    Formative assessment strategies for students' conceptions—The potential of learning analytics

    Stanja, J., Gritz, W., Krugel, J., Hoppe, A. & Dannemann, S., 30 Jan 2023, In: British Journal of Educational Technology. 54, 1, p. 58-75 18 p.

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

  10. Published

    Systematic genetic analysis of pediatric patients with autoinflammatory diseases

    Poker, Y., von Hardenberg, S., Hofmann, W., Tang, M., Baumann, U., Schwerk, N., Wetzke, M., Lindenthal, V., Auber, B., Schlegelberger, B., Ott, H., von Bismarck, P., Viemann, D., Dressler, F., Klemann, C. & Bergmann, A. K., 27 Jan 2023, In: Frontiers in genetics. 14, 1065907.

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

  11. E-pub ahead of print

    Learning Quantum Processes with Memory -- Quantum Recurrent Neural Networks

    Bondarenko, D., Salzmann, R. & Schmiesing, V., 19 Jan 2023, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  12. Published

    Data-Driven Services in Manufacturing: Innovation, Engineering, Transformation, and Management

    Koldewey, C., Dumitrescu, R., Rabe, M. & Winter, J., 3 Jan 2023, Proceedings of the 56th Hawaii International Conference on System Sciences. University of Hawaii Press, p. 886-888 3 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  13. Published

    Knowledge4COVID-19: A semantic-based approach for constructing a COVID-19 related knowledge graph from various sources and analyzing treatments’ toxicities

    Sakor, A., Jozashoori, S., Niazmand, E., Rivas, A., Bougiatiotis, K., Aisopos, F., Iglesias, E., Rohde, P. D., Padiya, T., Krithara, A., Paliouras, G. & Vidal, M. E., Jan 2023, In: Journal of Web Semantics. 75, 22 p., 100760.

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

  14. Published

    LaSER: Language-specific event recommendation

    Abdollahi, S., Gottschalk, S. & Demidova, E., Jan 2023, In: Journal of Web Semantics. 75, 17 p., 100759.

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

  15. Published

    Scaling up knowledge graph creation to large and heterogeneous data sources

    Iglesias, E., Jozashoori, S. & Vidal, M. E., Jan 2023, In: Journal of Web Semantics. 75, 100755.

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

  16. Published

    10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention

    Nguyen, Q. D., Ren, Z., Jo, J., Nguyen, Q. V. H., Toan Nguyen, T. & Tam Nguyen, T., 2023, 2023 International Joint Conference on Neural Networks (IJCNN). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).

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

  17. Published

    A Biomimetic Fingerprint for Robotic Tactile Sensing

    Juiña Quilachamin, O. A. & Navarro-Guerrero, N., 2023, Europe ISR 2023 : International Symposium on Robotics, Proceedings. VDE Verlag GmbH, p. 112-118 7 p.

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

  18. Published

    A Comparison of Automated Journal Recommender Systems

    Entrup, E., Ewerth, R. & Hoppe, A., 2023, Linking Theory and Practice of Digital Libraries. Alonso, O., Cousijn, H., Silvello, G., Marchesin, S., Marrero, M. & Teixeira Lopes, C. (eds.). p. 230-238 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14241 LNCS).

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

  19. Published

    A Deep Reinforcement Learning Approach to Configuration Sampling Problem

    Abolfazli, A., Spiegelberg, J., Palmer, G. & Anand, A., 2023, 2023 IEEE International Conference on Data Mining: ICDM. Chen, G., Khan, L., Gao, X., Qiu, M., Pedrycz, W. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p.

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

  20. Published

    A Fast Indoor Coverage Prediction Scheme at 60 GHz Based on Image Processing, Geometrical Optics, and Transport Theory

    Fu, Z., Mukherjee, S., Lanagan, M. T., Mitra, P., Chawla, T. & Narayanan, R. M., 2023, 2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting AP-S/URSI 2023: Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1231-1232 2 p. (IEEE Antennas and Propagation Society, AP-S International Symposium (Digest); vol. 2023-July).

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

  21. Published

    AI for social good: social media mining of migration discourse

    Khatua, A., 2023, Hannover. 152 p.

    Research output: Thesis › Doctoral thesis

  22. Published

    Analyzing Results of Depth Estimation Models with Monocular Criteria

    Theiner, J., Nommensen, N., Rhotert, J., Springstein, M., Muller-Budack, E. & Ewerth, R., 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops: CVPRW. IEEE Computer Society, p. 3739-3743 5 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

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

  23. Published

    An RL-Based Model for Optimized Kubernetes Scheduling

    Rothman, J. & Chamanara, J., 2023, 2023 IEEE 31st International Conference on Network Protocols: ICNP. IEEE Computer Society, 6 p. (Proceedings - International Conference on Network Protocols, ICNP).

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

  24. Published

    An Upper Ontology for Modern Science Branches and Related Entities

    Fathalla, S., Lange, C. & Auer, S., 2023, The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28–June 1, 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 436-453 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).

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

  25. E-pub ahead of print

    A Review of the Role of Causality in Developing Trustworthy AI Systems

    Ganguly, N., Fazlija, D., Badar, M., Fisichella, M., Sikdar, S., Schrader, J., Wallat, J., Rudra, K., Koubarakis, M., Patro, G. K., Zai El Amri, W. & Nejdl, W., 2023, (E-pub ahead of print) (ACM Computing Surveys).

    Research output: Working paper/Preprint › Preprint

  26. Published

    Asset Administration Shells, Configuration, Code Generation: A power trio for Industry 4.0 Platforms

    Eichelberger, H. & Niederée, C., 2023, 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation: ETFA. Institute of Electrical and Electronics Engineers Inc., 8 p. (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA; vol. 2023-September).

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

  27. Published

    Asymmetric Student-Teacher Networks for Industrial Anomaly Detection

    Rudolph, M., Wehrbein, T., Rosenhahn, B. & Wandt, B., 2023, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). p. 2591-2601 11 p.

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

  28. Published

    Automatic understanding of multimodal content for Web-based learning

    Otto, C. R., 2023, Hannover. 189 p.

    Research output: Thesis › Doctoral thesis

  29. Published

    Benchmarking Filtering Techniques for Entity Resolution

    Papadakis, G., Fisichella, M., Schoger, F., Mandilaras, G., Augsten, N. & Nejdl, W., 2023, 2023 IEEE 39th International Conference on Data Engineering: ICDE 2023. IEEE Computer Society, p. 653-666 14 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

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

  30. Published

    Challenges for Healthcare Data Analytics Over Knowledge Graphs

    Vidal, M., Niazmand, E., Rohde, P. D., Iglesias, E. & Sakor, A., 2023, Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV: Special Issue on Data Management - Principles, Technologies, and Applications. Hameurlain, A., Tjoa, A. M., Boucelma, O. & Toumani, F. (eds.). p. 89-118 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14160 LNCS).

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

  31. Published

    Classification of Visualization Types and Perspectives in Patents

    Ghauri, J. A., Müller-Budack, E. & Ewerth, R., 2023, Linking Theory and Practice of Digital Libraries. Alonso, O., Cousijn, H., Silvello, G., Marchesin, S., Marrero, M. & Teixeira Lopes, C. (eds.). p. 182-191 10 p. (Lecture Notes in Computer Sciences; vol. 14241).

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

  32. Published

    Classifying distinct data types: textual streams protein sequences and genomic variants

    Melidis, D., 2023, Hannover. 139 p.

    Research output: Thesis › Doctoral thesis

  33. Published

    Compensation Learning in Semantic Segmentation

    Kaiser, T., Reinders, C. & Rosenhahn, B., 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops: CVPRW 2023. IEEE Computer Society, p. 3267-3278 12 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

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

  34. Published

    Computational and human-based methods for knowledge discovery over knowledge graphs

    Rivas Méndez, A., 2023, Hannover. 144 p.

    Research output: Thesis › Doctoral thesis

  35. Published

    CondTraj-GAN: Conditional Sequential GAN for Generating Synthetic Vehicle Trajectories

    Henke, N., Wonsak, S., Mitra, P., Nolting, M. & Tempelmeier, N., 2023, Advances in Knowledge Discovery and Data Mining : 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25–28, 2023, Proceedings, Part II. Kashima, H., Ide, T. & Peng, W.-C. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 79-91 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13936 LNCS).

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

  36. Published

    Cover Song Identification in Practice with Multimodal Co-Training

    Hachmeier, S. & Jäschke, R., 2023, LWDA 2023: Lernen, Wissen, Daten, Analysen 2023. Vol. 3630. p. 359-371 13 p. (CEUR Workshop Proceedings; vol. 3630).

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

  37. Published

    Cutting Through the Noise: An Empirical Comparison of Psycho-Acoustic and Envelope-based Features for Machinery Fault Detection

    Wißbrock, P., Richter, Y., Pelkmann, D., Ren, Z. & Palmer, G., 2023, IEEE International Conference on Acoustics, Speech and Signal Processing: ICASSP 2023. Institute of Electrical and Electronics Engineers Inc., 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

  38. Published

    Deep Reinforcement Learning for Autonomous Driving using High-Level Heterogeneous Graph Representations

    Schier, M., Reinders, C. & Rosenhahn, B., 2023, 2023 IEEE International Conference on Robotics and Automation: ICRA. Institute of Electrical and Electronics Engineers Inc., p. 7147-7153 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2023-May).

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

  39. Published

    Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG

    Ekaputra, F. J., Llugiqi, M., Sabou, M., Ekelhart, A., Paulheim, H., Breit, A., Revenko, A., Waltersdorfer, L., Farfar, K. E. & Auer, S., 2023, The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28–June 1, 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 372-389 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).

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

  40. Published

    Developing an AI-Enabled IIoT Platform: Lessons Learned from Early Use Case Validation

    Eichelberger, H., Palmer, G., Reimer, S., Vu, T. T., Do, H., Laridi, S., Weber, A., Niederée, C. & Hildebrandt, T., 2023, Software Architecture: ECSA 2022 Tracks and Workshops. Batista, T., Raibulet, C., Bures, T. & Muccini, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 265-283 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13928 LNCS).

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

  41. Published

    Differentiable Change-point Detection With Temporal Point Processes

    Koley, P., Alimi, H., Singla, S., Bhattacharya, S., Ganguly, N. & De, A., 2023, In: Proceedings of Machine Learning Research. 206, p. 6940-6955 16 p.

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

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