Papers Using This Method
Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring2025-06-16Breast Lump Detection and Localization with a Tactile Glove Using Deep Learning2025-02-15Look Into the LITE in Deep Learning for Time Series Classification2024-09-04ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classification2024-07-20Data Augmentation for Multivariate Time Series Classification: An Experimental Study2024-06-10InceptionTime vs. Wavelet -- A comparison for time series classification2024-03-27Deep Learning for Time Series Classification of Parkinson's Disease Eye Tracking Data2023-11-28Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms2023-10-04Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels2023-09-25An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone2023-09-14Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression2023-05-02Time Series Classification for Detecting Parkinson's Disease from Wrist Motions2023-04-21Deep Learning Architectures for FSCV, a Comparison2022-12-05Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain2022-10-14Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens2022-02-14Robust Augmentation for Multivariate Time Series Classification2022-01-27KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification2021-12-04ATCN: Resource-Efficient Processing of Time Series on Edge2020-11-10InceptionTime: Finding AlexNet for Time Series Classification2019-09-11