Research Centers

Research output

Research Output per year 2006 2021 2022 2023 2024 2024

• 1351 Citations
• 534 Journal articles
• 80 Conference contribution
• 40 Scientific review articles
• 36 Conference Papers
• 82 More
  • 25 Chapter
  • 16 Editorial
  • 12 Comments/Debates
  • 5 Letters
  • 4 Books
  • 3 Anthologies
  • 3 Conference proceedings
  • 3 Abstracts
  • 3 Doctoral Theses
  • 2 Conference Articles in Journals
  • 2 Other
  • 1 Poster
  • 1 Short survey
  • 1 Article
  • 1 Preprint

Research Output per year

Research Output per year

Search results

• 2021

  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

  • Permutation 100%
  • Self-Similarity 42%
  • Modeling 14%
  • Variables 14%
  • Range Dependence 14%

• Radiographic Assessment of CVC Malpositioning: How can AI best support clinicians?

  Hansen, L., Sieren, M., Hobe, M., Saalbach, A., Schulz, H., Barkhausen, J. & Heinrich, M. P., 01.07.2021, International Conference on Medical Imaging with Deep Learning.

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

• Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping.

  Finke, N., Mohr, M., Lontke, A., Züfle, M., Kounev, S. & Möller, R., 2021, RCIS. p. 189-204 16 p.

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

• Robust and Markerfree in vitro Axon Segmentation with CNNs

  Grüning, P., Palumbo, A., Landt, S. K., Heckmann, L., Brackhagen, L., Zille, M. & Mamlouk, A. M., 2021, MobiHealth 2020: Wireless Mobile Communication and Healthcare. Springer, Cham, Vol. 362. p. 274-284 11 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 362).

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

  • Contrast 100%
  • Axon 100%
  • Semantics 33%
  • Microscopy 33%
  • Neural Network 33%

• Timed Dyadic Deontic Logic.

  Kharraz, K. Y., Leucker, M. & Schneider, G., 2021, JURIX. p. 197-204 8 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
• 2020

  Abstract: Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue Outcomes

  Lucas, C., Aulmann, L. F., Kemmling, A., Mamlouk, A. M. & Heinrich, M. P., 12.02.2020, Bildverarbeitung für die Medizin 2020. Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., H. Maier-Hein, K. & Palm, C. (eds.). Wiesbaden: Springer Vieweg, Wiesbaden, p. 143-143 1 p. (Informatik aktuell).

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

• Avoiding blocking by scheduling transactions using quantum annealing

  Bittner, T. & Groppe, S., 12.08.2020, IDEAS '20: Proceedings of the 24th Symposium on International Database Engineering & Applications. New York: Association for Computing Machinery, p. 1–10 10 p. 3410593. (ACM International Conference Proceeding Series).

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

  • Algorithms 100%
  • Optimization Problem 100%

• Bounded-Memory Criteria for Streams with Application Time

  Schiff, S. & Özcep, Ö. L., 2020, Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference.

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

• Computer-Assisted Quality Assessment of Aortic CT Angiographies for Patient-Individual Dose Adjustment

  Fleitmann, M., Soika, K., Stroth, A. M., Gerlach, J., Fürschke, A., Hunold, P., Barkhausen, J., Bischof, A. & Handels, H., 16.06.2020, Volume 270: Digital Personalized Health and Medicine. Pape-Haugaard, L. B., Lovis, C., Madsen, I. C., Weber, P., Nielsen, P. H. & Scott, P. (eds.). IOS Press, Vol. 270. p. 123 - 127 5 p. (Studies in Health Technology and Informatics).

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

  • Image 100%
  • Quality 100%
  • Dose 100%
  • Contrast Medium 100%
  • Recommendation 75%

• Cones, Negation, and All That

  Özçep, Ö. L., Leemhuis, M. & Wolter, D., 09.09.2020, KI 2020: KI 2020: Advances in Artificial Intelligence. Schmid, U., Klügl, F. & Wolter, D. (eds.). Springer, Cham, Vol. 12325 LNAI. p. 235-239 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12325 LNAI).

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

  • Learning System 100%
  • Machine Learning 100%
  • Artificial Intelligence 50%

• Constructing Gaussian Processes for Probabilistic Graphical Models.

  Hartwig, M., Mohr, M. & Möller, R., 2020, FLAIRS Conference. p. 57-62 6 p.

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

• Deep Neural-Gas Clustering for Instance Segmentation across Imaging Experiments

  Grüning, P. & Mamlouk, A. M., 07.2020, 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, 9207602. (Proceedings of the International Joint Conference on Neural Networks).

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

  • Convolutional Neural Network 100%
  • Algorithms 50%
  • Segmentation 50%
  • Training Data 50%
  • Microscopic Image 50%

• Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue Outcomes

  Lucas, C., Aulmann, L. F., Kemmling, A., Madany Mamlouk, A. & Heinrich, M. P., 19.05.2020, BrainLes 2019: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. Crimi, A. & Bakas, S. (eds.). Springer, Cham, Vol. 11992 LNCS. p. 69-79 11 p. (Lecture Notes in Computer Science; vol. 11992 LNCS).

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

  • Cerebrovascular Accident 100%
  • Brain Ischemia 100%
  • Neural Network 100%
  • Brain 50%
  • Brain Lesion 50%

• How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes?

  Hartwig, M. & Möller, R., 27.11.2020, AI 2020: AI 2020: Advances in Artificial Intelligence. Gallagher, M., Moustafa, N. & Lakshika, E. (eds.). Springer, Cham, Vol. 12576 LNAI. p. 371-382 12 p. (Lecture Notes in Computer Science; vol. 12576 LNAI).

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

  • Bayesian Network 100%
  • Usability 25%

• Hybrid multi-model multi-platform (HM3P) databases

  Groppe, S. & Groppe, J., 07.2020, DATA 2020 - Proceedings of the 9th International Conference on Data Science, Technology and Applications. SciTePress, p. 177-184 8 p.

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

  • User 100%
  • Query Processing 100%
  • Data Distribution 100%
  • Database Model 100%
  • Execution Environments 50%

• Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping.

  Finke, N., Gehrke, M., Braun, T., Potten, T. & Möller, R., 2020, PGM. p. 197-208 12 p.

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

• Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging.

  Lüdtke, S., Gehrke, M., Braun, T., Möller, R. & Kirste, T., 2020, ECAI. p. 2608-2615 8 p.

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

• Lifting Queries for Lifted Inference

  Braun, T. & Möller, R., 24.08.2020, Frontiers in Artificial Intelligence and Applications. De Giacomo , G., Catala , A., Dilkina , B., Milano , M., Barro , S., Bugarín , A. & Lang, J. (eds.). IOS Press, Vol. 325. p. 2891 - 2892 22 p. (Frontiers in Artificial Intelligence and Applications).

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

  • Algorithm 100%
  • Algorithms 100%
  • Random Variable ξ 66%
  • Variable Elimination 33%

• Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks

  Grüning, P., Martinetz, T. & Barth, E., 14.10.2020, ICANN 2020: Artificial Neural Networks and Machine Learning – ICANN 2020. Farkaš, I., Masulli, P. & Wermter, S. (eds.). Cham: Springer, Cham, Vol. 12397 LNCS. p. 79-91 13 p. (Lecture Notes in Computer Science; vol. 12397 LNCS).

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

  • Network Architecture 100%
  • Convolutional Neural Network 100%
  • Product Feature 100%
  • Feature Map 100%

• Maintaining Topic Models for Growing Corpora

  Kuhr, F., Bender, M., Braun, T. & Moller, R., 02.2020, 2020 IEEE 14th International Conference on Semantic Computing (ICSC). IEEE, p. 451-458 8 p. 9031467. (IEEE International Conference on Semantic Computing).

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

  • Topic Modeling 100%
  • Reference Library 49%

• Multi-label Learning with a Cone-Based Geometric Model

  Leemhuis, M., Özçep, Ö. L. & Wolter, D., 10.09.2020, ICCS 2020: Ontologies and Concepts in Mind and Machine. Alam, M., Braun, T. & Yun, B. (eds.). Springer, Cham, Vol. 12277 LNAI. p. 177-185 9 p. (Lecture Notes in Computer Science; vol. 12277 LNAI).

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

  • Machine Learning Algorithm 100%
  • Learning System 50%
  • Machine Learning 50%

• On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting.

  Mohr, M., Finke, N. & Möller, R., 2020, APSIPA. p. 189-196 8 p.

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

• Reconstruction of Blood Vessel Paths from Sparse Cone Beam Projection Images using Neural Networks and Ray-Tracing

  Wattenberg, M., Hansen, L., Klein, P., Heinrich, M. P., Stille, M. & Buzug, T. M., 01.08.2020, International Conference on Image Formation in X-Ray Computed Tomography. p. 482-485 4 p.

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

• Restricting the Maximum Number of Actions for Decision Support Under Uncertainty.

  Gehrke, M., Braun, T. & Polovina, S., 2020, ICCS 2020: Graph-Based Representation and Reasoning. Springer, Cham

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

• ReViz: A Tool for Automatically Generating Citation Graphs and Variants

  Groppe, S. & Hartung, L., 26.11.2020, ICADL 2020: Digital Libraries at Times of Massive Societal Transition. Ishita, E., Lee San Pang, N. & Zhou, L. (eds.). Springer, Cham, Vol. 12504 LNCS. p. 107-121 15 p. (Lecture Notes in Computer Science).

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

  • Survey 100%
  • Complexity 100%
  • User 100%

• Taming Reasoning in Temporal Probabilistic Relational Models.

  Gehrke, M., Möller, R. & Braun, T., 2020, ECAI. p. 2592-2599 8 p.

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

• Theory Interpretations for Topic Models

  Kuhr, F. & Özçep, Ö. L., 2020, Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference (FLAIRS-20).

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

• Towards Collaborative Predictive Maintenance Leveraging Private Cross-Company Data.

  Mohr, M., Becker, C., Möller, R. & Richter, M., 2020, GI-Jahrestagung. p. 427-432 6 p.

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

• Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Move's discrepancies

  Heinrich, M. P. & Hansen, L., 01.07.2020, International Conference on Medical Imaging with Deep Learning.

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

  • Domain Adaptation 100%
  • Unsupervised Domain Adaptation 66%
  • Classifier 33%
  • Approximation (Algorithm) 33%
  • Project Prediction 33%