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Papers matching “one-class learning” 12

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Obey validity limits of data-driven models through topological data analysis and one-class classification
2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Jana M. Weber, Linus Netze, Alexander Mitsos

57

citations
Machine learning did not beat logistic regression in time series prediction for severe asthma exacerbations
2022 Scientific Reports article Medicine Asthma and respiratory diseases Open access

Anne de Hond, Ilse M.J. Kant, Persijn Honkoop, Andrew D Smith, Ewout Willem Steyerberg, Jacob K. Sont

43

citations
A multivariate Bayesian learning approach for improved detection of doping in athletes using urinary steroid profiles
2025 The International Journal of Biostatistics article Social Sciences Doping in Sports Open access

Dimitra Eleftheriou, Thomas Piper, Mario Thevis, Tereza Neocleous

0

citations
A multivariate Bayesian learning approach for improved detection of doping in athletes using urinary steroid profiles
2023 arXiv (Cornell University) preprint Social Sciences Doping in Sports Open access

Dimitra Eleftheriou, Thomas Piper, Mario Thevis, Tereza Neocleous

0

citations
Advanced Filtering of Unknown Devices in Event-Based NILM
2024 ACM SIGEnergy Energy Informatics Review article Engineering Smart Grid Energy Management Open access

Justus Breyer, Muhammad Hamad Alizai, Klaus Wehrle

2

citations
Graph neural networks based log anomaly detection and explanation
2026 Data Mining and Knowledge Discovery article Computer Science Software System Performance and Reliability Open access

Zhong Li, Jiayang Shi, Matthijs van Leeuwen

2

citations
Cross-Domain Graph Level Anomaly Detection
2024 IEEE Transactions on Knowledge and Data Engineering article Computer Science Anomaly Detection Techniques and Applications Open access

Zhong Li, Sheng Liang, Jiayang Shi, Matthijs van Leeuwen

4

citations
Graph Neural Networks Based Log Anomaly Detection and Explanation
2023 SSRN Electronic Journal preprint Computer Science Software System Performance and Reliability Open access

Zhong Li, Jiayang Shi, Matthijs van Leeuwen

8

citations
Inter-Facility Evaluation of Machine Learning Based Deep Hematopoietic Cell Classifiers for Cytological Evaluation of Hematopoiesis
2023 Blood conference-abstract Computer Science Digital Imaging for Blood Diseases Open access

Julian Thull, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Volkmar Schulz, +2 more

0

citations
Globale Prozessoptimierung durch maschinelles Lernen
2021 RWTH Publications (RWTH Aachen) book Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann

0

citations
A Hybrid Knowledge- and Data-driven Model for Automatic Assessment of Induced Spiking Patterns in C-fiber Microneurography: Methodological Development
2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neuroscience and Neural Engineering Open access

Alina Troglio, Andrea Fiebig, Anna Maxion, Ekaterina Kutafina, Barbara Namer

0

citations
Hybrid knowledge- and data-driven modelling for robust spike detection and sorting in human C-fiber microneurography
2026 Scientific Reports article Neuroscience Neuroscience and Neural Engineering Open access

Alina Troglio, Andrea Fiebig, Anna Maxion, Ekaterina Kutafina, Barbara Namer

0

citations

12 results