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Showing 5001–5050 of 9169 papers

TitleStatusHype
Discrete signature and its application to financeCode0
A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models—0
A Statistics and Deep Learning Hybrid Method for Multivariate Time Series Forecasting and Mortality ModelingCode1
Trading with the Momentum Transformer: An Intelligent and Interpretable ArchitectureCode1
A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery—0
Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles—0
A Predictive Online Transient Stability Assessment with Hierarchical Generative Adversarial Networks—0
Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data—0
Leveraging Image-based Generative Adversarial Networks for Time Series Generation—0
Characterization of causal ancestral graphs for time series with latent confounders—0
Optimal Latent Space Forecasting for Large Collections of Short Time Series Using Temporal Matrix Factorization—0
Compensatory model for quantile estimation and application to VaR—0
Scale-Aware Neural Architecture Search for Multivariate Time Series ForecastingCode1
Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time SeriesCode1
Cryptocurrency Market Consolidation in 2020--2021—0
Approximation algorithms for confidence bands for time series—0
DeepFIB: Self-Imputation for Time Series Anomaly Detection—0
Federated Reinforcement Learning at the Edge—0
Mathematical models of COVID-19 spread—0
Neural Multi-Quantile Forecasting for Optimal Inventory Management—0
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction—0
Measuring Wind Turbine Health Using Drifting Concepts—0
Ymir: A Supervised Ensemble Framework for Multivariate Time Series Anomaly Detection—0
Autoregressive Quantile Flows for Predictive Uncertainty Estimation—0
Merging Subject Matter Expertise and Deep Convolutional Neural Network for State-Based Online Machine-Part Interaction Classification—0
Change of persistence in European electricity spot prices—0
Differentially Private K-means Clustering Applied to Meter Data Analysis and Synthesis—0
Online false discovery rate control for anomaly detection in time series—0
Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor StreamsCode0
Dynamic imaging using Motion-Compensated SmooThness Regularization on Manifolds (MoCo-SToRM)—0
Dynamic Graph Learning-Neural Network for Multivariate Time Series ModelingCode1
Learning Generalized Causal Structure in Time-series—0
Parameter Efficient Deep Probabilistic ForecastingCode1
Optimal activity and battery scheduling algorithm using load and solar generation forecastCode0
ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load ForecastingCode1
Anomaly Detection of Wind Turbine Time Series using Variational Recurrent AutoencodersCode1
KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification—0
A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis—0
Deep Efficient Continuous Manifold Learning for Time Series ModelingCode0
Gaussian Process Vector Autoregressions and Macroeconomic Uncertainty—0
Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications—0
Causal-based Time Series Domain Generalization for Vehicle Intention Prediction—0
In situ process quality monitoring and defect detection for direct metal laser melting—0
Complexity and Persistence of Price Time Series of the European Electricity Spot Market—0
Time-Series Estimation from Randomly Time-Warped Observations—0
Hydroclimatic time series features at multiple time scales—0
Data-Driven Interaction Analysis of Line Failure Cascading in Power Grid Networks—0
Convergence of GANs Training: A Game and Stochastic Control Methodology—0
A Daily Tourism Demand Prediction Framework Based on Multi-head Attention CNN: The Case of The Foreign Entrant in South Korea—0
A Comprehensive Study on Various Statistical Techniques for Prediction of Movie Success—0
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