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Online model-based anomaly detection in multivariate time series: Taxonomy, survey, research challenges and future directions2024 Engineering Applications of Artificial Intelligence article Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
41citations -
MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
9citations -
TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-State Multivariate Time-Series Data2025 Studies in computational intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
4citations -
PATH: A discrete-sequence dataset for evaluating online unsupervised anomaly detection approaches for multivariate time series2025 Big Data Research article Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Thomas Bäck, Anna V. Kononova
2citations -
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection261citations
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Automated segmentation of the sacro-iliac joints, posterior spinal joints and discovertebral units on low-dose computed tomography for Na[18F]F PET lesion detection in spondyloarthritis patients
W.R.P. van der Heijden, Floris H. P. van Velden, Robert Hemke, Tom C. Doorschodt, Ronald Boellaard, Conny J. van der Laken, +1 more
5citations -
Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data2024 The Lancet Regional Health - Europe article Computer Science Machine Learning in Healthcare Open access
Siri Lise van der Meijden, Anna M van Boekel, Laurens Schinkelshoek, Harry van Goor, Ewout Willem Steyerberg, Rob G. H. H. Nelissen, +4 more
12citations -
Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
Amelie Echle, Narmin Ghaffari Laleh, Philip Quirke, Heike Irmgard Grabsch, Hannah Sophie Muti, Oliver Lester Saldanha, +32 more
112citations -
Evaluating the Evaluator: Problems With SemEval-2020 Task 1 for Lexical Semantic Change Detection2026 Journal of Open Humanities Data article Computer Science Natural Language Processing Techniques Open access
Bach Phan Tat, Kris Heylen, Dirk Geeraerts, Stefano De Pascale, Dirk Speelmana
0citations -
Evaluating the Evaluator: Problems With SemEval-2020 Task 1 for Lexical Semantic Change Detection2026 Journal of Open Humanities Data article Computer Science Natural Language Processing Techniques Open access
Bach Phan Tat, Kevin Heylen, Dirk Geeraerts, Stefano De Pascale, Dirk Speelman
0citations -
pHGen: A pH-Based Key Generation Mechanism Using ISFETs2022 arXiv (Cornell University) preprint Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access
Elmira Moussavi, Dominik Šišejković, Fabian Brings, Daniyar Kizatov, Animesh Kumar Singh, Xuan Thang Vu, +4 more
2citations -
The impact of a virtual wound on pain sensitivity: insights into the affective dimension of pain2025 Frontiers in Pain Research article Computer Science Virtual Reality Applications and Impacts Open access
Ingrid W. Koopmans, Robert Jan Doll, Maurice Hagemeijer, Robert van Barneveld, Marieke de Kam, Geert Jan Groeneveld
0citations -
ALBUS: a Probabilistic Monitoring Algorithm to Counter Burst-Flood Attacks2023 Proceedings/Proceedings - Symposium on Reliable Distributed Systems conference-paper Computer Science Network Security and Intrusion Detection Open access
Simon Scherrer, Jo Vliegen, Arish Sateesan, Hsu‐Chun Hsiao, Nele Mentens, Adrian Perrig
6citations