| Echo State Network for two-dimensional turbulent moist Rayleigh-Bénard convection | Jan 27, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Calculation of Sub-bands 1,2,5,6 for 64-Point Complex FFT and Its extension to N (=2^N) Point FFT | Mar 3, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| ECG synthesis with Neural ODE and GAN models | Oct 30, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 | 0 |
| ECGAN: Self-supervised generative adversarial network for electrocardiography | Jan 23, 2023 | Audio SynthesisDiversity | —Unverified | 0 | 0 |
| eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract) | Mar 6, 2023 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Calculating the matrix profile from noisy data | Jun 16, 2023 | Time Series | —Unverified | 0 | 0 |
| CalBehav: A Machine Learning based Personalized Calendar Behavioral Model using Time-Series Smartphone Data | Sep 2, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings | May 23, 2024 | BenchmarkingData Integration | —Unverified | 0 | 0 |
| Active queue management: First steps toward a new control-theoretic viewpoint | Nov 9, 2022 | ManagementTime Series | —Unverified | 0 | 0 |
| Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline | May 16, 2025 | AstronomyIrregular Time Series | —Unverified | 0 | 0 |
| ECATS: Explainable-by-design concept-based anomaly detection for time series | May 17, 2024 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| CAIFormer: A Causal Informed Transformer for Multivariate Time Series Forecasting | May 22, 2025 | AllMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| EB-dynaRE: Real-Time Adjustor for Brownian Movement with Examples of Predicting Stock Trends Based on a Novel Event-Based Supervised Learning Algorithm | Mar 13, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 | 0 |
| EasyTime: Time Series Forecasting Made Easy | Dec 23, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Caformer: Rethinking Time Series Analysis from Causal Perspective | Mar 13, 2024 | Anomaly DetectionImputation | —Unverified | 0 | 0 |
| Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder | Feb 2, 2021 | Anomaly DetectionDensity Estimation | —Unverified | 0 | 0 |
| Easy attention: A simple attention mechanism for temporal predictions with transformers | Aug 24, 2023 | Temporal SequencesTime Series | —Unverified | 0 | 0 |
| SeismoGen: Seismic Waveform Synthesis Using Generative Adversarial Networks | Nov 10, 2019 | Generative Adversarial NetworkTime Series | —Unverified | 0 | 0 |
| Anomaly Detection Models for IoT Time Series Data | Nov 30, 2018 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| A Fuzzy Time Series-Based Model Using Particle Swarm Optimization and Weighted Rules | Oct 28, 2023 | Time Series | —Unverified | 0 | 0 |
| Early warning indicators via latent stochastic dynamical systems | Sep 7, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Early Time-Series Classification Algorithms: An Empirical Comparison | Mar 3, 2022 | ClassificationTime Series | —Unverified | 0 | 0 |
| Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series | Mar 16, 2024 | Functional ConnectivityHippocampus | —Unverified | 0 | 0 |
| CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series | Apr 1, 2024 | Data AugmentationTime Series | —Unverified | 0 | 0 |
| Early Recognition of Human Activities from First-Person Videos Using Onset Representations | Jun 20, 2014 | Activity PredictionPerson Recognition | —Unverified | 0 | 0 |