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Showing 2801–2850 of 9169 papers

TitleStatusHype
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive ModelsCode0
On Neural Architectures for Deep Learning-based Source Separation of Co-Channel OFDM SignalsCode0
Dynamic financial processes identification using sparse regressive reservoir computersCode0
BrazilDAM: A Benchmark dataset for Tailings Dam DetectionCode0
Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories PlatformCode0
Evaluating data augmentation for financial time series classificationCode0
Community recovery in non-binary and temporal stochastic block modelsCode0
A tensor network approach for chaotic time series predictionCode0
Estimation of Large Covariance and Precision Matrices from Temporally Dependent ObservationsCode0
On the importance of structural identifiability for machine learning with partially observed dynamical systemsCode0
Breaking the Context Bottleneck on Long Time Series ForecastingCode0
On the Quality of Deep Representations for Kepler Light Curves Using Variational Auto-EncodersCode0
BreizhCrops: A Time Series Dataset for Crop Type MappingCode0
On the separation of shape and temporal patterns in time series -Application to signature authentication-Code0
Evaluating deep learning methods applied to Landsat time series subsequences to detect and classify boreal forest disturbances events: The challenge of partial and progressive disturbancesCode0
Event-Based Contrastive Learning for Medical Time SeriesCode0
A Temporal Linear Network for Time Series ForecastingCode0
Optimal starting point for time series forecastingCode0
Curating Naturally Adversarial Datasets for Learning-Enabled Medical Cyber-Physical SystemsCode0
Dynamic Natural Language Processing with Recurrence Quantification AnalysisCode0
Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-seriesCode0
Optimizing Time Series Forecasting: A Comparative Study of Adam and Nesterov Accelerated Gradient on LSTM and GRU networks Using Stock Market dataCode0
Ensemble transport smoothing. Part I: Unified frameworkCode0
Outlier detection of vital sign trajectories from COVID-19 patientsCode0
Ensembles of Randomized Time Series Shapelets Provide Improved Accuracy while Reducing Computational CostsCode0
Dynamic process fault prediction using canonical variable trend analysisCode0
CSTS: A Benchmark for the Discovery of Correlation Structures in Time Series ClusteringCode0
ATCN: Resource-Efficient Processing of Time Series on EdgeCode0
Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman FilterCode0
Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized ModelsCode0
Ensemble Augmentation for Deep Neural Networks Using 1-D Time Series Vibration DataCode0
Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization ApproachCode0
Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel DataCode0
Enhancing Time Series Forecasting with Fuzzy Attention-Integrated TransformersCode0
Enhancing Solar Driver Forecasting with Multivariate TransformersCode0
Dynamic Time Warping based Adversarial Framework for Time-Series DomainCode0
A Deep Dive into Perturbations as Evaluation Technique for Time Series XAICode0
Dynamic transformation of prior knowledge into Bayesian models for data streamsCode0
Enhancing Time Series Momentum Strategies Using Deep Neural NetworksCode0
Ensemble of heterogeneous flexible neural trees using multiobjective genetic programmingCode0
Estimating optical vegetation indices and biophysical variables for temperate forests with Sentinel-1 SAR data using machine learning techniques: A case study for CzechiaCode0
Enhancing Missing Data Imputation of Non-stationary Signals with Harmonic DecompositionCode0
Enhancing Masked Time-Series Modeling via Dropping PatchesCode0
Path Signature Area-Based Causal Discovery in Coupled Time SeriesCode0
An adaptive standardisation methodology for Day-Ahead electricity price forecastingCode0
Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS DiagnosisCode0
Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-SeriesCode0
Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive LearningCode0
SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time SeriesCode0
A Deep Convolutional Neural Network for Time Series Classification with Intermediate TargetsCode0
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