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Showing 7001–7025 of 9169 papers

TitleStatusHype
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-valuesCode1
Forecasting Realized Volatility Matrix With Copula-Based Models—0
SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis—0
Forecasting Foreign Exchange Rate: A Multivariate Comparative Analysis between Traditional Econometric, Contemporary Machine Learning & Deep Learning TechniquesCode1
Network Clustering Via Kernel-ARMA Modeling and the Grassmannian The Brain-Network Case—0
Conditional Mutual information-based Contrastive Loss for Financial Time Series Forecasting—0
Dynamic Graph Learning based on Graph Laplacian—0
Controlled time series generation for automotive software-in-the-loop testing using GANs—0
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing FlowsCode2
Deep reconstruction of strange attractors from time seriesCode1
Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition—0
Fully convolutional networks for structural health monitoring through multivariate time series classification—0
Forecasting adverse surgical events using self-supervised transfer learning for physiological signals—0
On the statistics of scaling exponents and the Multiscaling Value at Risk—0
Timing Excess Returns A cross-universe approach to alpha—0
Gaussian process imputation of multiple financial series—0
ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series ForecastingCode1
A review on outlier/anomaly detection in time series data—0
Selecting time-series hyperparameters with the artificial jackknifeCode1
Exact Indexing of Time Series under Dynamic Time Warping—0
Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems—0
Finding manoeuvre motifs in vehicle telematics—0
Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series—0
Time Series Alignment with Global InvariancesCode0
Autoencoder-based time series clustering with energy applications—0
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