Examining Computational Performance of Unsupervised Concept Drift Detection: A Survey and Beyond. 17.04.2023. [PUMA: FIS_scads area_bigdata cs.LG, cs.PF topic_visualcomputing yaff]
Box Facets and Cut Facets of Lifted Multicut Polytopes. 2024. [PUMA: FIS_scads imported topic_visualcomputing yaff]
A 4-Approximation Algorithm for Min Max Correlation Clustering.. Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, 1945--1953, Cambridge MA: JMLR, 2024. [PUMA: FIS_scads imported topic_visualcomputing yaff]
Automated quantification of photoreceptor outer segments in developing and degenerating retinas on microscopy images across scales. FRONTIERS IN MOLECULAR NEUROSCIENCE, (17 (2024))Frontiers Media S.A., 24.05.2024. [PUMA: FIS_scads imported topic_lifescience unit_transfer yaff]
A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data. Scientific reports, (14)1Nature Publishing Group, 27.01.2024. [PUMA: Databases, Electronic FIS_scads Factual, Health Humans, Informatics, Learning, Machine Medical Records topic_lifescience yaff]
Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning. ECCM21 - Proceedings of the 21st European Conference on Composite Materials, (3):1252--1259, European Society for Composite Materials (ESCM), 02.07.2024. [PUMA: Convolutional Direct FIS_scads Fiber Machine Strain area_architectures dependency, identification, learning, networks, neural parameter plastics rate reinforced topic_engineering yaff] URL
Compounding effects in flood drivers challenge estimates of extreme river floods. Science advances, (10)13American Association for the Advancement of Science (AAAS), New York, März 2024. [PUMA: FIS_scads imported yaff]
Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs. 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc., United States of America, 2023. [PUMA: Adaptive CNN Computing Edge FIS_scads FPGA Inference topic_software xack yaff] URL
Design Space Exploration for CNN Offloading to FPGAs at the Edge. In Fernanda Kastensmidt, Ricardo Reis, Aida Todri-Sanial, Hai Li, und Carolina Metzler (Hrsg.), 2023 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2023 - Proceedings, IEEE Computer Society, United States of America, 2023. [PUMA: CNN Computing Edge FIS_scads FPGA IoT Offloading topic_software xack yaff] URL
Artificial Intelligence Reporting Guidelines' Adherence in Nephrology for Improved Research and Clinical Outcomes. Biomedicines, (12)3MDPI, Basel, 07.03.2024. [PUMA: FIS_scads topic_lifescience yaff]
Extreme value methods for estimating rare events in Utopia. Extremes : statistical theory and applications in science, engineering and economics, 1--23, Springer Science + Business Media, Dordrecht, 01.11.2024. [PUMA: FIS_import topic_mathfoundation yaff]
Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning. arXiv preprint arXiv:2409.01329, arXiv, September 2024. [PUMA: (cs.CR), (cs.CV), (cs.LG), Computer Cryptography FOS: Learning Machine Pattern Recognition Security Vision and area_bigdata area_responsibleai ep information sciences xack yaff]
Targeting adhesion G protein-coupled receptors. Current status and future perspectives. Structure, Elsevier, November 2024. [PUMA: ADGRG1; ADGRG2; ADGRG3; ADGRG5; ADGRG6; ADGRG7; GPCRs; GPR114; GPR126; GPR128; GPR56; GPR64; GPR97; adhesion area_bigdata discovery; drug ep ligands; molecules; small structure topic_lifescience xack yaff]
Genomic events stratifying prognosis of early gastric cancer. Gastric Cancer, 1--12, Springer, 2024. [PUMA: area_bigdata ep imported topic_lifescience xack yaff]
Neural Diffusion Graph Convolutional Network for Predicting Heat Transfer in Selective Laser Melting. International Workshop on Combinatorial Image Analysis, 150--164, 2024. [PUMA: area_bigdata ep imported topic_physchemistry xack yaff]
Physics-informed deep learning to quantify anomalies for real-time fault mitigation in 3D printing. Applied Intelligence, (54)6:4736--4755, Springer, 2024. [PUMA: area_bigdata ep imported topic_physchemistry xack yaff]
Graph-based Active Learning for Entity Cluster Repair. arXiv preprint arXiv:2401.14992, 2024. [PUMA: area_bigdata ep imported topic_graph xack yaff]
Generating Synthetic Health Sensor Data for Privacy-Preserving Wearable Stress Detection. Sensors, (24)10:3052, MDPI, 2024. [PUMA: area_bigdata area_responsibleai ep imported xack yaff]
Towards self-configuring knowledge graph construction pipelines using llms-a case study with rml. Fifth International Workshop on Knowledge Graph Construction@ ESWC2024, 2024. [PUMA: area_bigdata ep imported topic_graph xack yaff]
Intermediate Fusion for Multimodal Product Matching. 2024. [PUMA: area_bigdata ep imported unit_transfer xack yaff]