| 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 |
| Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification | Jul 6, 2021 | ClassificationDecision Making | —Unverified | 0 | 0 |
| Byte Pair Encoding for Efficient Time Series Forecasting | May 20, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Early Predictions for Medical Crowdfunding: A Deep Learning Approach Using Diverse Inputs | Nov 9, 2019 | ClusteringTime Series | —Unverified | 0 | 0 |
| "Butterfly Effect" vs Chaos in Energy Futures Markets | Aug 23, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art | Apr 1, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 | 0 |
| A Functional approach for Two Way Dimension Reduction in Time Series | Jan 1, 2023 | DecoderDimensionality Reduction | —Unverified | 0 | 0 |
| Early Discovery of Disappearing Entities in Microblogs | Oct 13, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning | Nov 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Business Metric-Aware Forecasting for Inventory Management | Aug 24, 2023 | DecoderManagement | —Unverified | 0 | 0 |
| Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System | May 2, 2025 | DiagnosticMissing Values | —Unverified | 0 | 0 |
| Early Detection of Forest Calamities in Homogeneous Stands -- Deep Learning Applied to Bark-Beetle Outbreaks | Mar 17, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Business Cycle Synchronization in the EU: A Regional-Sectoral Look through Soft-Clustering and Wavelet Decomposition | Jun 28, 2022 | ClusteringTime Series | —Unverified | 0 | 0 |
| Anomaly Detection in Time Series of EDFA Pump Currents to Monitor Degeneration Processes using Fuzzy Clustering | Aug 12, 2024 | Anomaly DetectionChange Detection | —Unverified | 0 | 0 |
| Early detection of disease outbreaks and non-outbreaks using incidence data | Apr 13, 2024 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| Early Classification of Time Series is Meaningful | Apr 27, 2021 | ClassificationEarly Classification | —Unverified | 0 | 0 |
| Early Classification of Time Series. Cost-based Optimization Criterion and Algorithms | May 20, 2020 | ClusteringEarly Classification | —Unverified | 0 | 0 |
| Bursty and persistent properties of large-scale brain networks revealed with a point-based method for dynamic functional connectivity | Jan 13, 2016 | Functional ConnectivitySensitivity | —Unverified | 0 | 0 |
| Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning | Apr 3, 2025 | Active LearningAnomaly Detection | —Unverified | 0 | 0 |
| Early Classification for Agricultural Monitoring from Satellite Time Series | Aug 27, 2019 | ClassificationEarly Classification | —Unverified | 0 | 0 |
| Early Churn Prediction from Large Scale User-Product Interaction Time Series | Sep 25, 2023 | Feature EngineeringPrediction | —Unverified | 0 | 0 |
| Early and Revocable Time Series Classification | Sep 21, 2021 | ClassificationDecision Making | —Unverified | 0 | 0 |
| Building Models for Biopathway Dynamics Using Intrinsic Dimensionality Analysis | Apr 29, 2018 | Dimensionality ReductionTime Series | —Unverified | 0 | 0 |
| Earliness-Aware Deep Convolutional Networks for Early Time Series Classification | Nov 14, 2016 | ClassificationEarly Classification | —Unverified | 0 | 0 |
| EAMDrift: An interpretable self retrain model for time series | May 31, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Building Deep Learning Models to Predict Mortality in ICU Patients | Dec 11, 2020 | Deep LearningMortality Prediction | —Unverified | 0 | 0 |