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Time Series

Papers

Showing 48264850 of 9169 papers

TitleStatusHype
A first econometric analysis of the CRIX family0
DTWSSE: Data Augmentation with a Siamese Encoder for Time Series0
Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting0
DTMamba : Dual Twin Mamba for Time Series Forecasting0
DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification0
Boosted Embeddings for Time Series Forecasting0
DST-TransitNet: A Dynamic Spatio-Temporal Deep Learning Model for Scalable and Efficient Network-Wide Prediction of Station-Level Transit Ridership0
DSTP-RNN: a dual-stage two-phase attention-based recurrent neural networks for long-term and multivariate time series prediction0
Bond Graphs for multi-physics informed Neural Networks for multi-variate time series0
Boltzmann machines for time-series0
A Financial Time Series Denoiser Based on Diffusion Model0
Actionable Interpretation of Machine Learning Models for Sequential Data: Dementia-related Agitation Use Case0
Inferring the Most Similar Variable-length Subsequences between Multidimensional Time Series0
DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift0
DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction0
BLUnet: Arithmetic-free Inference with Bit-serialised Table Lookup Operation for Efficient Deep Neural Networks0
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning0
Driver Profiling and Bayesian Workload Estimation Using Naturalistic Peripheral Detection Study Data0
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference0
Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification0
Block Toeplitz Sparse Precision Matrix Estimation for Large-Scale Interval-Valued Time Series Forecasting0
Anomalous volatility scaling in high frequency financial data0
Drift Identification for Lévy alpha-Stable Stochastic Systems0
Drift-Adjusted And Arbitrated Ensemble Framework For Time Series Forecasting0
CORAL: Concept Drift Representation Learning for Co-evolving Time-series0
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