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Showing 5501–5550 of 9169 papers

TitleStatusHype
Topological Attention for Time Series Forecasting—0
Long-term series forecasting with Query Selector -- efficient model of sparse attentionCode1
ProfileSR-GAN: A GAN based Super-Resolution Method for Generating High-Resolution Load Profiles—0
A Method for Estimating the Entropy of Time Series Using Artificial Neural Networks—0
STRODE: Stochastic Boundary Ordinary Differential EquationCode1
Neural Contextual Anomaly Detection for Time SeriesCode1
Estimating covariant Lyapunov vectors from data—0
Time Series Anomaly Detection for Smart Grids: A Survey—0
Online Graph Topology Learning from Matrix-valued Time Series—0
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention NetworksCode1
Integrating LSTMs and GNNs for COVID-19 ForecastingCode1
Model-free prediction of emergence of extreme events in a parametrically driven nonlinear dynamical system by Deep Learning—0
Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution TestsCode1
On the short term stability of financial ARCH price processes—0
Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting—0
Fast-Slow Streamflow Model Using Mass-Conserving LSTM—0
Deep Autoregressive Models with Spectral AttentionCode1
Multiplicative Error Models: 20 years on—0
Wasserstein GAN: Deep Generation applied on Bitcoins financial time series—0
Learning interaction rules from multi-animal trajectories via augmented behavioral modelsCode0
Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training—0
Sliding Spectrum Decomposition for Diversified Recommendation—0
Out-of-Distribution Dynamics Detection: RL-Relevant Benchmarks and ResultsCode1
STR-GODEs: Spatial-Temporal-Ridership Graph ODEs for Metro Ridership PredictionCode0
Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets—0
A deep convolutional neural network that is invariant to time rescalingCode0
Physics-informed generative neural network: an application to troposphere temperature prediction—0
Ensembles of Randomized NNs for Pattern-based Time Series Forecasting—0
Generation of Synthetic Multi-Resolution Time Series Load Data—0
Short-term Renewable Energy Forecasting in Greece using Prophet Decomposition and Tree-based EnsemblesCode1
A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic HardwareCode1
Deep Metric Learning Model for Imbalanced Fault Diagnosis—0
Probabilistic Time Series Forecasting with Implicit Quantile NetworksCode2
Synthetic Time-Series Load Data via Conditional Generative Adversarial Networks—0
Numerical approximation of hybrid Poisson-jump Ait-Sahalia-type interest rate model with delay—0
On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit—0
Multi-modal Affect Analysis using standardized data within subjects in the Wild—0
Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market OpportunitiesCode1
Keiki: Towards Realistic Danmaku Generation via Sequential GANsCode1
CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series ImputationCode1
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts—0
Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification—0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
Low-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting—0
Near-optimal inference in adaptive linear regression—0
Detecting Faults during Automatic Screwdriving: A Dataset and Use Case of Anomaly Detection for Automatic Screwdriving—0
Gradient Importance Learning for Incomplete ObservationsCode0
Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface—0
Randomized Neural Networks for Forecasting Time Series with Multiple Seasonality—0
A Data-Driven Method for Recognizing Automated Negotiation Strategies—0
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