{"total":18,"rows":[{"id":"2302.12721","title":"LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended Version","created":"2023-02-24","cited_by_count":50,"area":null},{"id":"2105.00412","title":"TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data","created":"2021-05-02","cited_by_count":10,"area":null},{"id":"2310.10060","title":"Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey","created":"2023-10-16","cited_by_count":9,"area":null},{"id":"2410.11674","title":"LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting","created":"2024-10-15","cited_by_count":8,"area":null},{"id":"2212.03678","title":"Face Forgery Detection Based on Facial Region Displacement Trajectory Series","created":"2022-12-07","cited_by_count":4,"area":null},{"id":"2207.12007","title":"LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning","created":"2022-07-25","cited_by_count":2,"area":null},{"id":"2210.11502","title":"Multimodal Neural Network For Demand Forecasting","created":"2022-10-20","cited_by_count":2,"area":null},{"id":"2503.17410","title":"Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic Forecasting","created":"2025-03-20","cited_by_count":2,"area":null},{"id":"2202.04212","title":"Fault Detection and Diagnosis with Imbalanced and Noisy Data: A Hybrid Framework for Rotating Machinery","created":"2022-02-09","cited_by_count":1,"area":null},{"id":"2404.18631","title":"Feature importance to explain multimodal prediction models. A clinical use case","created":"2024-04-29","cited_by_count":1,"area":null},{"id":"2101.03701","title":"Condition Assessment of Stay Cables through Enhanced Time Series Classification Using a Deep Learning Approach","created":"2021-01-11","cited_by_count":0,"area":null},{"id":"2104.12284","title":"Accuracy Improvement for Fully Convolutional Networks via Selective Augmentation with Applications to Electrocardiogram Data","created":"2021-04-25","cited_by_count":0,"area":null},{"id":"2109.13696","title":"Improving Time Series Classification Algorithms Using Octave-Convolutional Layers","created":"2021-09-28","cited_by_count":0,"area":null},{"id":"2112.12912","title":"TSAX is Trending","created":"2021-12-24","cited_by_count":0,"area":null},{"id":"2204.04620","title":"On Principal Curve-Based Classifiers and Similarity-Based Selective Sampling in Time-Series","created":"2022-04-10","cited_by_count":0,"area":null},{"id":"2401.06970","title":"TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification","created":"2024-01-13","cited_by_count":0,"area":null},{"id":"2404.00670","title":"Statistical Analysis by Semiparametric Additive Regression and LSTM-FCN Based Hierarchical Classification for Computer Vision Quantification of Parkinsonian Bradykinesia","created":"2024-03-31","cited_by_count":0,"area":null},{"id":"2408.17185","title":"Short-term Wind Speed Forecasting for Power Integration in Smart Grids based on Hybrid LSSVM-SVMD Method","created":"2024-08-30","cited_by_count":0,"area":null}],"next_cursor":null}