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Time Series

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Showing 7851–7900 of 9169 papers

TitleStatusHype
From Chaos to Clarity: Time Series Anomaly Detection in Astronomical ObservationsCode0
Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence FunctionsCode0
Concept-based model explanations for Electronic Health RecordsCode0
Sketches for Time-Dependent Machine LearningCode0
A deep convolutional neural network that is invariant to time rescalingCode0
Sinkhorn Divergence of Topological Signature Estimates for Time Series ClassificationCode0
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal PropertiesCode0
Simultaneous Inference Bands for AutocorrelationsCode0
Simultaneous identification of models and parameters of scientific simulatorsCode0
Simplified Mamba with Disentangled Dependency Encoding for Long-Term Time Series ForecastingCode0
Fi^2VTS: Time Series Forecasting Via Capturing Intra- and Inter-Variable Variations in the Frequency DomainCode0
Similarity measure for sparse time course data based on Gaussian processesCode0
Framework for Variable-lag Motif Following Relation Inference In Time Series using Matrix Profile analysisCode0
Similarity-based Feature Extraction for Large-scale Sparse Traffic ForecastingCode0
A clustering approach to time series forecasting using neural networks: A comparative study on distance-based vs. feature-based clustering methodsCode0
Compositional simulation-based inference for time seriesCode0
A machine learning framework for computationally expensive transient modelsCode0
Signature-based models: theory and calibrationCode0
FPN-fusion: Enhanced Linear Complexity Time Series Forecasting ModelCode0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
SigDiffusions: Score-Based Diffusion Models for Long Time Series via Log-Signature EmbeddingsCode0
SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across StatesCode0
SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco NetworksCode0
Sequence Prediction using Spectral RNNsCode0
Fourier-Mixed Window Attention: Accelerating Informer for Long Sequence Time-Series ForecastingCode0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
Short-term daily precipitation forecasting with seasonally-integrated autoencoderCode0
ShortFuse: Biomedical Time Series Representations in the Presence of Structured InformationCode0
Share Secrets for Privacy: Confidential Forecasting with Vertical Federated LearningCode0
Shapelet-Based Counterfactual Explanations for Multivariate Time SeriesCode0
ShapeFormer: Shapelet Transformer for Multivariate Time Series ClassificationCode0
shapeDTW: shape Dynamic Time WarpingCode0
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter AveragingCode0
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time SeriesCode0
Shallow RNN: Accurate Time-series Classification on Resource Constrained DevicesCode0
SFADNet: Spatio-temporal Fused Graph based on Attention Decoupling Network for Traffic PredictionCode0
Set Functions for Time SeriesCode0
Complex Gated Recurrent Neural NetworksCode0
Adaptive Sparsity Level during Training for Efficient Time Series Forecasting with TransformersCode0
Accurate Uncertainties for Deep Learning Using Calibrated RegressionCode0
SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental MonitoringCode0
Sequential Order-Robust Mamba for Time Series ForecastingCode0
Forecasting with Multiple SeasonalityCode0
Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract)Code0
Sequential Gaussian Processes for Online Learning of Nonstationary FunctionsCode0
SeqNAS: Neural Architecture Search for Event Sequence ClassificationCode0
Data-driven approach in a compartmental epidemic model to assess undocumented infectionsCode0
Sentinel 2 Time Series Analysis with 3D Feature Pyramid Network and Time Domain Class Activation Intervals for Crop MappingCode0
Forecasting time series with constraintsCode0
Sensorformer: Cross-patch attention with global-patch compression is effective for high-dimensional multivariate time series forecastingCode0
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