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Showing 3901–3950 of 9169 papers

TitleStatusHype
Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm—0
Concentration inequalities for high-dimensional linear processes with dependent innovations—0
A New Deep State-Space Analysis Framework for Patient Latent State Estimation and Classification from EHR Time Series Data—0
Analyzing time series of unequal durations using Multidimensional Recurrence Quantification Analysis (MdRQA): validation and implementation using Python—0
Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services—0
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series—0
Graphs in State-Space Models for Granger Causality in Climate Science—0
Forecasting Early with Meta LearningCode0
Europepolls: A Dataset of Country-Level Opinion Polling Data for the European Union and the UK—0
Sig-Splines: universal approximation and convex calibration of time series generative models—0
Asymptotic equivalence of Principal Components and Quasi Maximum Likelihood estimators in Large Approximate Factor Models—0
Reclaiming the Horizon: Novel Visualization Designs for Time-Series Data with Large Value Ranges—0
Forecasting steam mass flow in power plants using the parallel hybrid network—0
The Beginning of the Trend: Interest Rates, Profits, and Markups—0
Multimodal LLMs for health grounded in individual-specific data—0
U-shaped Transformer: Retain High Frequency Context in Time Series Analysis—0
Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision]—0
Revisiting the Robustness of the Minimum Error Entropy Criterion: A Transfer Learning Case StudyCode0
Overlapping Batch Confidence Intervals on Statistical Functionals Constructed from Time Series: Application to Quantiles, Optimization, and Estimation—0
Learning Subjective Time-Series Data via Utopia Label Distribution Approximation—0
Custom DNN using Reward Modulated Inverted STDP Learning for Temporal Pattern Recognition—0
Visual Explanations with Attributions and Counterfactuals on Time Series Classification—0
Combining multitemporal optical and SAR data for LAI imputation with BiLSTM network—0
Benchmarking Explanatory Models for Inertia Forecasting using Public Data of the Nordic Area—0
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems—0
MPR-Net:Multi-Scale Pattern Reproduction Guided Universality Time Series Interpretable Forecasting—0
Multivariate Time Series characterization and forecasting of VoIP traffic in real mobile networks—0
Multi-view self-supervised learning for multivariate variable-channel time seriesCode0
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputationCode0
Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks—0
Measuring Cause-Effect with the Variability of the Largest Eigenvalue—0
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM ApproachCode0
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions—0
A Deep Dive into Perturbations as Evaluation Technique for Time Series XAICode0
Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point Process—0
Fast dynamic time warping and clustering in C++—0
An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification—0
GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting—0
Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data—0
Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series DataCode0
Differences between the true reproduction number and the apparent reproduction number of an epidemic time series—0
Bayesian Forecasting of Stock Returns on the JSE using Simultaneous Graphical Dynamic Linear Models—0
Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies—0
UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language—0
Sparse Graphical Linear Dynamical Systems—0
Panel Data Nowcasting: The Case of Price-Earnings Ratios—0
Multivariate Time Series Classification: A Deep Learning Approach—0
Learning ECG Signal Features Without Backpropagation Using Linear Laws—0
On the Constrained Time-Series Generation Problem—0
Prototypes as Explanation for Time Series Anomaly Detection—0
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