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Time Series

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Showing 4001–4025 of 9169 papers

TitleStatusHype
Deep Learning for Energy Time-Series Analysis and Forecasting—0
GCformer: An Efficient Framework for Accurate and Scalable Long-Term Multivariate Time Series ForecastingCode0
Reducing Uncertainties of a Chained Hydrologic-hydraulic Model to Improve Flood Forecasting Using Multi-source Earth Observation Data—0
Adaptive Modeling of Satellite-Derived Nighttime Lights Time-Series for Tracking Urban Change Processes Using Machine Learning—0
Solar Active Regions Detection Via 2D Circular Kernel Time Series Transformation, Entropy and Machine Learning Approach—0
Causal Discovery from Time Series with Hybrids of Constraint-Based and Noise-Based AlgorithmsCode0
Unbiased Learning of Deep Generative Models with Structured Discrete RepresentationsCode0
Inferring dynamic regulatory interaction graphs from time series data with perturbations—0
Robustness and Generalization Performance of Deep Learning Models on Cyber-Physical Systems: A Comparative StudyCode0
Coupled Attention Networks for Multivariate Time Series Anomaly Detection—0
MPPN: Multi-Resolution Periodic Pattern Network For Long-Term Time Series Forecasting—0
Improving Forecasts for Heterogeneous Time Series by "Averaging", with Application to Food Demand ForecastCode0
Making forecasting self-learning and adaptive -- Pilot forecasting rack—0
Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient EncoderCode0
Explaining a machine learning decision to physicians via counterfactualsCode0
Bayesian and Neural Inference on LSTM-based Object Recognition from Tactile and Kinesthetic InformationCode0
QBSD: Quartile-Based Seasonality Decomposition for Cost-Effective RAN KPI ForecastingCode0
Share, Collaborate, Benchmark: Advancing Travel Demand Research through rigorous open-source collaboration—0
Forecasting Electric Vehicle Charging Station Occupancy: Smarter Mobility Data ChallengeCode0
Self-Interpretable Time Series Prediction with Counterfactual Explanations—0
Improving Estimation of the Koopman Operator with Kolmogorov-Smirnov Indicator FunctionsCode0
Constructing Time-Series Momentum Portfolios with Deep Multi-Task Learning—0
Robust Explainer Recommendation for Time Series ClassificationCode0
Ambulance Demand Prediction via Convolutional Neural Networks—0
Localized Neural Network Modelling of Time Series: A Case Study on US Monetary Policy—0
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