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Showing 4426–4450 of 9169 papers

TitleStatusHype
Closed-Form Diffeomorphic Transformations for Time Series AlignmentCode1
When Rigidity Hurts: Soft Consistency Regularization for Probabilistic Hierarchical Time Series ForecastingCode1
MAGIC: Microlensing Analysis Guided by Intelligent ComputationCode1
Conformal prediction set for time-seriesCode1
Evaluating Short-Term Forecasting of Multiple Time Series in IoT EnvironmentsCode0
Calibrating Agent-based Models to Microdata with Graph Neural Networks—0
Deep Isolation Forest for Anomaly DetectionCode1
Improving Solar Flare Prediction by Time Series Outlier Detection—0
Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning—0
Using generalized additive models to decompose time series and waveforms, and dissect heart-lung interaction physiologyCode0
Safe-FinRL: A Low Bias and Variance Deep Reinforcement Learning Implementation for High-Freq Stock Trading—0
Robust Time Series Denoising with Learnable Wavelet Packet Transform—0
Contrastive Learning for Unsupervised Domain Adaptation of Time SeriesCode1
Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets—0
DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting—0
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformersCode1
Hankel low-rank approximation and completion in time series analysis and forecasting: a brief review—0
Fault Diagnosis of Inter-turn Short Circuit in Permanent Magnet Synchronous Motors with Current Signal Imaging and Unsupervised Learning—0
Exploring Predictive States via Cantor Embeddings and Wasserstein Distance—0
It's a super deal -- train recurrent network on noisy data and get smooth prediction free—0
VitalDBCode1
Scaleformer: Iterative Multi-scale Refining Transformers for Time Series ForecastingCode1
Classification of Stochastic Processes with Topological Data Analysis—0
Motiflets -- Simple and Accurate Detection of Motifs in Time SeriesCode1
Multivariate backtests and copulas for risk evaluation—0
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