July 15, 2021 article Open access An empirical survey of data augmentation for time series classification with neural networks PLoS ONE DOI: 10.1371/journal.pone.0254841 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 725 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Generalized Statistical Process Control via 1D-ResNet Pretraining 2026 Procedia CIRP article Decision Sciences Advanced Statistical Process Monitoring Open access 0 citations Hybrid Data Pipeline Architecture for Non-Destructive Quality Prediction in Laser Brazing Using Image and Time Series Data 2025 conference-paper Engineering Additive Manufacturing Materials and Processes 0 citations Influence of Number of Subjects and Number of Trials on Biomechanical Variable Estimation via Deep-Learning Models and Wearable IMUs During Drop Landings 2025 IEEE Sensors Journal article Engineering Muscle activation and electromyography studies 3 citations An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning 2023 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis cited by 1 patent 16 citations A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing 2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access 4 citations Data augmentation for disruption prediction via robust surrogate models 2022 Journal of Plasma Physics article Computer Science Anomaly Detection Techniques and Applications Open access 8 citations 6 results References 0