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Showing 6301–6350 of 9169 papers

TitleStatusHype
Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field—0
An Empirical Evaluation of Similarity Measures for Time Series Classification—0
Advancing Financial Risk Prediction Through Optimized LSTM Model Performance and Comparative Analysis—0
VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading—0
Learning Financial Networks with High-frequency Trade Data—0
Deep Neural Networks for automatic extraction of features in time series satellite images—0
Learning Ensembles of Anomaly Detectors on Synthetic Data—0
Permutation-based tests for discontinuities in event studies—0
Learning ECG Signal Features Without Backpropagation Using Linear Laws—0
Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting—0
Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL—0
Deep Neural Networks and Neuro-Fuzzy Networks for Intellectual Analysis of Economic Systems—0
Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks—0
Personality-Driven Gaze Animation with Conditional Generative Adversarial Networks—0
Learning dynamic Boltzmann machines with spike-timing dependent plasticity—0
Deep Neural Network Estimation in Panel Data Models—0
Learning Disentangled Representations of Satellite Image Time Series—0
Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data—0
Deep Neural Models of Semantic Shift—0
Pets: General Pattern Assisted Architecture For Time Series Analysis—0
PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting—0
Learning Differential Operators for Interpretable Time Series Modeling—0
Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings—0
Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders—0
Phase autoencoder for limit-cycle oscillators—0
Phase-driven Domain Generalizable Learning for Nonstationary Time Series—0
AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning—0
Advancing Financial Forecasting: A Comparative Analysis of Neural Forecasting Models N-HiTS and N-BEATS—0
A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series—0
Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease—0
Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks—0
Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology—0
Deep Multimodal Representation Learning from Temporal Data—0
Learning DAGs and Root Causes from Time-Series Data—0
Learning Correlation Space for Time Series—0
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers—0
Deep Multimodal Learning: An Effective Method for Video Classification—0
Learning convolution filters for inverse covariance estimation of neural network connectivity—0
Learning Continuous-Time Dynamics by Stochastic Differential Networks—0
Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data—0
Learning conditional independence structure for high-dimensional uncorrelated vector processes—0
Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting—0
Deep MR Fingerprinting with total-variation and low-rank subspace priors—0
Physics-Informed Neural Networks with Unknown Partial Differential Equations: an Application in Multivariate Time Series—0
Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning—0
Physics-inspired machine learning for power grid frequency modelling—0
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time Series Forecasting Based on Biological ODEs—0
PhysioZoo: The Open Digital Physiological Biomarkers Resource—0
An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions—0
Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation—0
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