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Showing 4351–4400 of 9169 papers

TitleStatusHype
Variations on two-parameter families of forecasting functions: seasonal/nonseasonal Models, comparison to the exponential smoothing and ARIMA models, and applications to stock market data—0
Astroconformer: Inferring Surface Gravity of Stars from Stellar Light Curves with Transformer—0
Composite FORCE learning of chaotic echo state networks for time-series prediction—0
Reinforcement Learning Portfolio Manager Framework with Monte Carlo Simulation—0
Adaptive deep learning for nonlinear time series models—0
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical SystemsCode1
Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series TransformerCode1
Don't overfit the history -- Recursive time series data augmentation—0
Temporal Sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series—0
Sedentary Behavior Estimation with Hip-worn Accelerometer Data: Segmentation, Classification and Thresholding—0
Input Sequence and Parameter Estimation in Impulsive Biomedical Models—0
Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures—0
Deep Contrastive One-Class Time Series Anomaly DetectionCode1
Continuous Sign Language Recognition via Temporal Super-Resolution Network—0
Data-Driven Modeling of Noise Time Series with Convolutional Generative Adversarial NetworksCode0
Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction—0
Scheduling Planting Time Through Developing an Optimization Model and Analysis of Time Series Growing Degree Units—0
Multivariate Time Series Anomaly Detection with Few Positive SamplesCode1
Chimp: Efficient Lossless Floating Point Compression for Time Series DatabasesCode2
A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding—0
Simulating financial time series using attention—0
Rapid training of quantum recurrent neural networksCode0
Hierarchic Temporal Convolutional Network With Cross-Domain Encoder for Music Source Separation—0
K-ARMA Models for Clustering Time Series Data—0
A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes—0
Multi-Channel Vision Transformer for Epileptic Seizure Prediction—0
Automatic Synthesis of Neurons for Recurrent Neural Nets—0
Continual Learning for Human State MonitoringCode0
Hidden Parameter Recurrent State Space Models For Changing Dynamics ScenariosCode0
Intrinsic Anomaly Detection for Multi-Variate Time Series—0
An Auto-Regressive Formulation for Smoothing and Moving Mean with Exponentially Tapered Windows—0
Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis—0
I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and EmbeddingCode0
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting—0
Improving self-supervised pretraining models for epileptic seizure detection from EEG data—0
Generative Anomaly Detection for Time Series Datasets—0
Detection and Forecasting of Extreme event in Stock Price Triggered by Fundamental, Technical, and External Factors—0
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series ForecastingCode1
Business Cycle Synchronization in the EU: A Regional-Sectoral Look through Soft-Clustering and Wavelet Decomposition—0
Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEsCode1
TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data AugmentationCode1
Learning Deep Input-Output Stable DynamicsCode0
Local Evaluation of Time Series Anomaly Detection AlgorithmsCode1
AI for trading strategies—0
fETSmcs: Feature-based ETS model component selectionCode0
Data Augmentation techniques in time series domain: A survey and taxonomy—0
Multi-Variate Time Series Forecasting on Variable SubsetsCode1
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking DataCode0
Estimation and Inference in High-Dimensional Panel Data Models with Interactive Fixed Effects—0
Undetectable GPS-Spoofing Attack on Time Series Phasor Measurement Unit Data—0
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