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Showing 5201–5225 of 9169 papers

TitleStatusHype
A novel stochastic model based on echo state networks for hydrological time series forecasting—0
The elastic origins of tail asymmetry—0
Semimartingale and continuous-time Markov chain approximation for rough stochastic local volatility models—0
SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging—0
Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction—0
Nonlinear proper orthogonal decomposition for convection-dominated flowsCode1
Probabilistic Time Series Forecasts with Autoregressive Transformation Models—0
Crop Rotation Modeling for Deep Learning-Based Parcel Classification from Satellite Time SeriesCode1
On the Quality of Deep Representations for Kepler Light Curves Using Variational Auto-EncodersCode0
A Two-layer Approach for Estimating Behind-the-Meter PV Generation Using Smart Meter Data—0
A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data—0
Time Series Clustering for Human Behavior Pattern Mining—0
On Adversarial Vulnerability of PHM algorithms: An Initial Study—0
IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance—0
On the difficulty of learning chaotic dynamics with RNNsCode1
Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series ForecastingCode0
Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one MapsCode0
Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals—0
Dynamical Wasserstein Barycenters for Time-series ModelingCode1
Detecting Slag Formations with Deep Convolutional Neural Networks—0
The Sigma-max System Induced from Randomness & Fuzziness and its Application in Time Series Prediction—0
A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy GridsCode1
Causal Discovery from Conditionally Stationary Time Series—0
Real-time Drift Detection on Time-series Data—0
Learning Time Series Counterfactuals via Latent Space RepresentationsCode1
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