Center for Artificial Intelligence Luebeck (ZKIL)

Research output

Research Output per year 2017 2020 2021 2022 2023 2024

• 762 Citations
• 107 Journal articles
• 78 Conference contribution
• 36 Conference Papers
• 7 Chapter
• 24 More
  • 6 Editorial
  • 3 Anthologies
  • 3 Conference proceedings
  • 2 Books
  • 2 Abstracts
  • 2 Comments/Debates
  • 2 Doctoral Theses
  • 1 Poster
  • 1 Conference Articles in Journals
  • 1 Article
  • 1 Preprint

Research Output per year

Research Output per year

Search results

• 2024

  Detection of spoiled food along the supply chain with novel sensors for packed food

  Altmann, A., Khodaygani, M., Leucker, M., Schell, C. & Rahmanzadeh, R., 2024, Photonic Technologies in Plant and Agricultural Science. Heinemann, D. & Polder, G. (eds.). SPIE, Vol. 12879. p. 1287906 1 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Estimation of indoor occupancy level based on machine learning and multimodal environmental data

  Siecinski, S., Mohammadi, E. & Grzegorzek, M., 25.06.2024, 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON). IEEE, p. 868-872

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
• 2023

  Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators.

  Nayak, N., Rehfeld, J., Winker, T., Warnke, B., Çalikyilmaz, U. & Groppe, S., 2023, BiDEDE@SIGMOD. p. 7:1-7:7 7 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Demarcation of brain and tumor tissue with optical coherence tomography using prior neural networks

  Strenge, P., Lange, B., Draxinger, W., Hagel, C., Grill, C., Danicke, V., Theisen-Kunde, D., Spahr-Hess, S., Bonsanto, M. M., Huber, R., Handels, H. & Brinkmann, R., 2023, Optical Coherence Imaging Techniques and Imaging in Scattering Media V. Vakoc, B. J., Wojtkowski, M. & Yasuno, Y. (eds.). SPIE, Vol. 12632. p. 126321P

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Optical tomography 100%
  • Tumors 74%
  • Tissue 62%
  • Brain 60%
  • Neural networks 44%

• Distributed SPARQL queries in collaboration with the routing protocol.

  Warnke, B., Fischer, S. & Groppe, S., 05.2023, ACM International Conference Proceeding Series. p. 99-106 8 p. (ACM International Conference Proceeding Series).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text.

  Khorashadizadeh, H., Mihindukulasooriya, N., Tiwari, S., Groppe, J. & Groppe, S., 2023, TEXT2KG/BiKE@ESWC. p. 132-153 22 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Fluorescence based detection of gaseous food spoilage indicators

  Altmann, A., Khodaygani, M., Leucker, M., Schell, C. & Rahmanzadeh, R., 2023, Translational Biophotonics: Diagnostics and Therapeutics III. Huang, Z. & Lilge, L. D. (eds.). SPIE, Vol. 12627. p. 126270I

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution

  • food spoilage 100%
  • foil 95%
  • fluorescence 56%
  • fluorescence emission spectroscopy 48%
  • freshness 45%

• GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments.

  Paasche, S. & Groppe, S., 2023, DATA. p. 621-628 8 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications.

  Gruenwald, L., Winker, T., Çalikyilmaz, U., Groppe, J. & Groppe, S., 2023, VLDB Workshops.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Preface QDSM.

  Uotila, V., Groppe, S., Gruenwald, L., Lu, J. & Mauerer, W., 2023, VLDB Workshops.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research

  Winker, T., Groppe, S., Uotila, V., Yan, Z., Lu, J., Franz, M. & Mauerer, W., 2023, Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Quantum computers 100%
  • Machine learning 87%
  • Information management 22%
  • Learning algorithms 19%

• Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits.

  Winker, T., Çalikyilmaz, U., Gruenwald, L. & Groppe, S., 2023, BiDEDE@SIGMOD. p. 5:1-5:7 7 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Sensor-Based Detection of Food Hypersensitivity Using Machine Learning

  Jablonski, L., Jensen, T., Ahlemann, G. M., Huang, X., Tetzlaff-Lelleck, V. V., Piet, A., Schmelter, F., Dinkler, V. S., Sina, C. & Grzegorzek, M., 21.09.2023, Proceedings of the 8th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, iWOAR 2023. Matthies, D. J. C., Gregorzek, M., Kuijper, A. & Leutheuser, H. (eds.). Association for Computing Machinery, No. 11. (ACM International Conference Proceeding Series).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Third International Workshop on Big Data in Emergent Distributed Environments (BiDEDE).

  Groppe, S., Gruenwald, L. & Hsu, C-H., 2023, SIGMOD Conference Companion. p. 309-310 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Variables are a Curse in Software Vulnerability Prediction.

  Groppe, J., Groppe, S. & Möller, R., 2023, DEXA (1). p. 516-521 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14146 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
• 2022

  Abstract: Light-weight Semantic Segmentation and Labelling of Vertebrae in 3D-CT Scans

  Hempe, H., Yilmaz, E. B., Meyer, C. & Heinrich, M. P., 05.04.2022, Bildverarbeitung für die Medizin 2022. Springer, p. 19 19 p. (Informatik Aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Computerized tomography 100%
  • Labeling 79%
  • Pipelines 61%
  • Semantics 55%
  • Screening 50%

• A SPARQL benchmark for distributed databases in IoT environments.

  Warnke, B., Mantler, J., Groppe, S., Sehgelmeble, Y. C. & Fischer, S., 12.06.2022, BiDEDE '22: Proceedings of The International Workshop on Big Data in Emergent Distributed Environments. NY, USA: Association for Computing Machinery, p. 5:1-5:6 6 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Internet of things 100%
  • Communication 29%
  • Interoperability 28%
  • Data communication systems 26%
  • Wireless sensor networks 23%

• A Survey on Covid-19 Knowledge Graphs and their Data Sources

  Khorashadizadeh, H., Tiwari, S. & Groppe, S., 17.12.2022, Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Data Driven Sensor Model for Wi-Fi Fine Timing Measurement

  Bullmann, M., Fetzer, T., Ebner, M., Kastner, S., Deinzer, F. & Grzegorzek, M., 26.10.2022, 2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN). IEEE

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Wi-Fi 100%
  • Sensors 46%
  • Network protocols 37%
  • Normal distribution 20%
  • IEEE Standards 19%

• Deep Learning-Based Classification of Customer Communications of a German Utility Company

  Groppe, J., Schlichting, R., Groppe, S. & Möller, R., 2022, Semantic Intelligence: Select Proceedings of ISIC 2022. Groppe, S., Jain, S. & Bhargava, B. (eds.). Springer Singapore, Vol. 1. (Lecture Notes in Electrical Engineering; vol. 964).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Fast 3D Registration with Accurate Optimisation and Little Learning for Learn2Reg 2021

  Siebert, H., Hansen, L. & Heinrich, M. P., 01.03.2022, Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis --MICCAI 2021 Challenges. p. 174-179 6 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Learning an Airway Atlas from Lung CT using Semantic Inter-Patient Deformable Registration

  Falta, F., Hansen, L., Himstedt, M. & Heinrich, M. P., 01.02.2022, Bildverarbeitung für die Medizin 2022 - BVM 2022. (Informatik Aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Atlases 100%
  • Semantics 96%
  • Learning 68%
  • Lung 49%
  • Bronchoscopy 25%

• Lifting in Multi-agent Systems under Uncertainty

  Braun, T., Gehrke, M., Lau, F. & Möller, R., 2022, 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), Eindhoven, Netherlands, August 1-5, 2022. p. 233-243 11 p. (PMLR: Proceedings of Machine Learning Research).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Multi agent systems 100%
  • Uncertainty 66%
  • Decision making 25%
  • Specifications 22%

• Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants

  Brugge, N., Graßhoff, J., Weigenand, A. & Rostalski, P., 27.04.2022, Proceedings of ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Ultradian Rhythm 100%
  • Premature Infants 60%
  • Sleep 48%
  • Sleep Stages 25%
  • Periodicity 23%

• Performance evaluation of lightweight convolutional neural networks on retinal lesion segmentation

  Siebert, M. & Rostalski, P., 2022, Medical Imaging 2022: Computer-Aided Diagnosis. Iftekharuddin, K. M., Drukker, K., Mazurowski, M. A., Lu, H., Muramatsu, C. & Samala, R. K. (eds.). SPIE

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Convolutional neural networks 100%
  • Transparency 75%
  • Masks 69%
  • Deep learning 65%
  • Data storage equipment 44%

• PIPF: Proposal-Interpolating Particle Filter

  Ebner, M., Fetzer, T., Bullmann, M., Kastner, S., Deinzer, F. & Grzegorzek, M., 26.10.2022, 2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN). IEEE

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Trajectories 100%
  • Fusion reactions 57%
  • Sensors 36%

• Silq2Qiskit - Developing a quantum language source-to-source translator

  Hans, J. & Groppe, S., 20.12.2022, Proceedings of the 5th International Conference on Computer Science and Software Engineering (CSSE 2022). New York, USA: Association for Computing Machinery, p. 581-590 10 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Quantum computers 100%
  • Computer hardware 42%
  • Flow control 34%
  • Software engineering 28%
  • Simulators 26%

• SIMORA: SIMulating Open Routing protocols for Application interoperability on edge devices.

  Warnke, B., Sehgelmeble, Y. C., Mantler, J., Groppe, S. & Fischer, S., 20.06.2022, Proceedings of the 6th International Conference on Fog and Edge Computing (ICFEC 2022). IEEE, p. 42-49 8 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Interoperability 100%
  • Routing protocols 99%
  • Simulators 30%
  • Communication 21%
  • Costs 8%

• Spatiotemporal Attention for Realtime Segmentation of Corrupted Sequential Ultrasound Data

  Graf, L., Mischkewitz, S., Hansen, L. & Heinrich, M. P., 01.02.2022, Bildverarbeitung für die Medizin 2022 - BVM 2022. Springer, p. 235-240 6 p. (Informatik Aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Ultrasonics 100%
  • Electric fuses 60%
  • Experiments 20%

• Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering

  Andresen, J., Kepp, T., Wang-Evers, M., Ehrhardt, J., Manstein, D. & Handels, H., 05.04.2022, Bildverarbeitung für die Medizin 2022: Proceedings of the German Workshop on Medical Image Computing. p. 1-6 6 p. (Informatik Aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Optical tomography 100%
  • Convolutional neural networks 66%
  • Invariance 38%
  • Skin 31%
  • Imaging techniques 27%

• Using decPOMDPcoms to Holistically Model and Program Nanodevices and Emergent Nanonetworks

  Lau, F-L., Braun, T., Möller, R. & Fischer, S., 03.10.2022, 9th ACM International Conference on Nanoscale Computing and Communication 2022 (ACM NanoCom'22). Jornet, J. M. & Pierobon, M. (eds.). Barcelona Catalunya Spain: Association for Computing Machinery, p. 1-7 7 p. 2

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Nanostructures 100%
  • Markov processes 86%
  • Medicine 82%
  • Specifications 52%
  • Communication 41%
• 2021

  A First Step Towards Even More Sparse Encodings of Probability Distributions.

  Marwitz, F. A., Braun, T. & Möller, R., 2021, ILP. p. 183-192 10 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Probability distributions 100%

• A Hybrid Factor Graph Model for Biomedical Activity Detection.

  Stender, M., Graßhoff, J., Braun, T., Möller, R. & Rostalski, P., 2021, BHI. p. 1-4 4 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Electromyography 100%
  • Message passing 87%
  • Random variables 84%
  • Probability density function 79%
  • Probability distributions 77%

• An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs

  Mairhöfer, D., Laufer, M., Simon, P. M., Sieren, M., Bischof, A., Käster, T., Barth, E., Barkhausen, J. & Martinetz, T., 01.07.2021, Proceedings of the Fourth Conference on Medical Imaging with Deep Learning. Heinrich, M., Dou, Q., de Bruijne, M., Lellmann, J., Schläfer, A. & Ernst, F. (eds.). PMLR, Vol. 143. p. 484-496 13 p. (Proceedings of Machine Learning Research).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Quality control 100%
  • Deep learning 94%
  • Planning 66%

• Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks

  Grüning, P. & Barth, E., 2021, SVRHM 2021 Workshop NeurIPS.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Statistics 100%

• Complementary Document Representations for Information Retrieval

  Melzer, S., Schiff, S. & Möller, R., 2021, Proceedings of FLAIRS-34.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Concept Drift Detection in Dynamic Probabilistic Relational Models.

  Finke, N., Braun, T., Gehrke, M. & Möller, R., 2021, FLAIRS Conference.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Context-specific Adaptation of Subjective Content Descriptions.

  Kuhr, F., Bender, M., Braun, T. & Möller, R., 2021, ICSC. p. 134-139 6 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning

  Grüning, P., Nette, F., Heldt, N., de Souza, A. C. G. & Barth, E., 2021, Medical Imaging with Deep Learning. p. 219-227 9 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Holography 100%
  • Hydrogels 92%
  • Microscopic examination 76%
  • Image reconstruction 73%
  • Lenses 72%

• Dynamic Domain Sizes in Temporal Probabilistic Relational Models.

  Finke, N., Braun, T., Gehrke, M. & Möller, R., 2021, FLAIRS Conference.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Logistics 100%
  • Semantics 75%

• Enhancing Relational Topic Models with Named Entity Induced Links.

  Kuhr, F., Lichtenberger, M., Braun, T. & Möller, R., 2021, ICSC. p. 314-317 4 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Set theory 100%

• FP-Nets for Blind Image Quality Assessment

  Grüning, P. & Barth, E., 2021, HVEI. p. 10402-1 - 10402-13

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Image quality 100%
  • Network architecture 50%
  • Neurons 49%

• Handling Overlaps When Lifting Gaussian Bayesian Networks.

  Hartwig, M., Braun, T. & Möller, R., 2021, IJCAI. p. 4228-4234 7 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Random variables 100%
  • Bayesian networks 99%
  • Electric grounding 51%

• Humanities-Centered AI: From Machine Learning to Machine Training

  Möller, R., 2021, Humanities-Centred Artificial Intelligence, CHAI 2021: CEUR Workshop Proceedings. Vol. 3093. p. 40-44

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Machine learning 100%
  • Artificial intelligence 59%
  • Education 57%

• Identifying Subjective Content Descriptions among Texts.

  Bender, M., Braun, T., Gehrke, M., Kuhr, F., Möller, R. & Schiff, S., 2021, ICSC. p. 9-16 8 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Modeling and Simulating Federated Databases for early Validation of Federated Searches using the Broker-based SysML Toolbox.

  Melzer, S., Thiemann, S. & Möller, R., 2021, SysCon. p. 1-6 6 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Multi-modal Unsupervised Domain Adaptation for Deformable Registration Based on Maximum Classifier Discrepancy

  Kruse, C. N., Hansen, L. & Heinrich, M. P., 01.02.2021, Bildverarbeitung für die Medizin 2021. p. 192-197 6 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• On Human-Aware Information Seeking

  Schiff, S. & Möller, R., 2021, Humanities-Centred Artificial Intelligence, CHAI 2021: CEUR Workshop Proceedings. p. 31-39

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Information retrieval systems 100%
  • Large dataset 45%
  • Metadata 41%
  • Planning 26%

• On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion in the Univariate and Multivariate Setting.

  Mohr, M., Wilhelm, F. & Möller, R., 2021, FLAIRS Conference.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Ordering Principal Components of Multivariate Fractional Brownian Motion for Solving Inverse Problems.

  Mohr, M. & Möller, R., 2021, APSIPA ASC. p. 240-247 8 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Principal Components 100%
  • Fractional Brownian Motion 95%
  • Permutation 72%
  • Entropy 72%
  • Inverse Problem 72%