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Time Series

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Showing 4401–4450 of 9169 papers

TitleStatusHype
Undetectable GPS-Spoofing Attack on Time Series Phasor Measurement Unit Data—0
Predicting the Stability of Hierarchical Triple Systems with Convolutional Neural NetworksCode0
Utilizing Expert Features for Contrastive Learning of Time-Series RepresentationsCode1
An Open Source and Reproducible Implementation of LSTM and GRU Networks for Time Series ForecastingCode1
A Transfer-Learning Based Ensemble Architecture for ECG Signal Classification—0
Epicasting: An Ensemble Wavelet Neural Network (EWNet) for Forecasting EpidemicsCode1
Statistical inference of lead-lag at various timescales between asynchronous time series from p-values of transfer entropy—0
Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based ModelCode0
An Agent-Based Model With Realistic Financial Time Series: A Method for Agent-Based Models Validation—0
Time Gated Convolutional Neural Networks for Crop Classification—0
Traffic-Twitter Transformer: A Nature Language Processing-joined Framework For Network-wide Traffic Forecasting—0
Scalable Classifier-Agnostic Channel Selection for Multivariate Time Series ClassificationCode1
Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series ForecastingCode2
Autoencoding Conditional GAN for Portfolio Allocation Diversification—0
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance MeasuresCode1
Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift—0
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency ConsistencyCode2
Plotly-Resampler: Effective Visual Analytics for Large Time SeriesCode3
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking ApplicationsCode1
Learning with little mixing—0
Domain Generalization via Selective Consistency Regularization for Time Series Classification—0
User Engagement in Mobile Health Applications—0
Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings—0
Cyclocopula Technique to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors—0
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential EquationsCode1
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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