Papers matching “time series feature extraction” 27
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Tree-based learning on amperometric time series data demonstrates high accuracy for classification2024 International Journal of Data Science and Analytics article Computer Science Time Series Analysis and Forecasting Open access
Jeyashree Krishnan, Zeyu Lian, Pieter E. Oomen, Mohaddeseh Amir-Aref, Xiulan He, Soodabeh Majdi, +2 more
2citations -
Light-curve fingerprints: an automated approach to the extraction of X-ray variability patterns with feature aggregation – an example application to GRS 1915+1052021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysical Phenomena and Observations Open access
Jakub K. Orwat-Kapola, Antony J. Bird, Adam B. Hill, D. Altamirano, Daniela Huppenkothen
10citations -
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations -
Congestion assessment using a self-supervised contrastive learning-derived risk index in patients with congestive heart failure (CONAN): protocol and design of a prospective cohort study2025 European Heart Journal - Digital Health article Medicine Heart Failure Treatment and Management Open access
Bojan Hartmann, Niels‐Ulrik Korbinian Hartmann, Julia Brandts, Marlo Verket, Nikolaus Marx, Niveditha Dinesh, +7 more
0citations -
Interpretable weld quality prediction in ultrasonic metal welding using change point detection2026 Discover Mechanical Engineering article Engineering Advanced Welding Techniques Analysis Open access
Oliver Stockemer, Eric Helfers, Elson Pinto, Alexander Schiebahn, Uwe Reisgen, Burkhard Corves
1citations -
Sensor Scan Simulation for Automated Tuning of Gate-Defined Semiconductor Quantum Dots2026 Zenodo (CERN European Organization for Nuclear Research) article Physics and Astronomy Semiconductor Quantum Structures and Devices Open access
Benjamin Papajewski, Sarah Fleitmann, Fabian Hader, Karin Havemann, Jan Friedrich Vogelbruch, Simon Humpohl, +1 more
0citations -
Sensor Scan Simulation for Automated Tuning of Gate-Defined Semiconductor Quantum Dots2026 Zenodo (CERN European Organization for Nuclear Research) article Physics and Astronomy Semiconductor Quantum Structures and Devices Open access
Benjamin Papajewski, Sarah Fleitmann, Fabian Hader, Karin Havemann, Jan Friedrich Vogelbruch, Simon Humpohl, +1 more
0citations -
The dynamic effects of visual complexity and scene cuts on viewer attention2026 Journal of the Academy of Marketing Science article Computer Science Visual Attention and Saliency Detection Open access
Sammy Floyd Wals, Dhruv Grewal, Ines Wilms, Tim Hilken, Alexia Briassouli, Martin G. M. Wetzels
1citations