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Time Series

Papers

Showing 63016350 of 9169 papers

TitleStatusHype
CDPS: Constrained DTW-Preserving Shapelets0
Performance Examination of Symbolic Aggregate Approximation in IoT Applications0
Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach0
Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application0
Estimation of the mortality rate functions from time series field data in a stage-structured demographic model for Lobesia botrana0
A Time-Series Data Augmentation Model through Diffusion and Transformer Integration0
Periodic Freight Demand Estimation for Large-scale Tactical Planning0
Permutation-based tests for discontinuities in event studies0
Predicting Company Growth by Econophysics informed Machine Learning0
Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting0
Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series0
Persistent Homology of Attractors For Action Recognition0
Persistent Homology of Coarse Grained State Space Networks0
Personality-Driven Gaze Animation with Conditional Generative Adversarial Networks0
Predicting crypto-currencies using sparse non-Gaussian state space models0
Personalized Online Machine Learning0
Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee0
Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data0
Impact of the COVID-19 pandemic on the financial market efficiency of price returns, absolute returns, and volatility increment: Evidence from stock and cryptocurrency markets0
DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity0
PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting0
Evaluating aleatoric and epistemic uncertainties of time series deep learning models for soil moisture predictions0
Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection0
CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting0
Phase autoencoder for limit-cycle oscillators0
Phase-driven Domain Generalizable Learning for Nonstationary Time Series0
A Time Series Data Analysis of Indian Commercial Dynamism0
Phase space reconstruction from a biological time series. A PhotoPlethysmoGraphic signal a case study0
Phase Space Reconstruction Network for Lane Intrusion Action Recognition0
Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease0
Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks0
Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology0
A Deep Learning Approach for Motion Forecasting Using 4D OCT Data0
Photometric light curves classification with machine learning0
Impact of noise on a dynamical system: prediction and uncertainties from a swarm-optimized neural network0
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers0
Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data0
Evaluating genetic drift in time-series evolutionary analysis0
Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection0
DAM: Towards A Foundation Model for Time Series Forecasting0
Physics-informed generative neural network: an application to troposphere temperature prediction0
Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting0
Physics-informed machine learning for sensor fault detection with flight test data0
Physics-Informed Neural Networks with Unknown Partial Differential Equations: an Application in Multivariate Time Series0
Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning0
Physics-inspired machine learning for power grid frequency modelling0
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time Series Forecasting Based on Biological ODEs0
PhysioZoo: The Open Digital Physiological Biomarkers Resource0
Piece-wise Matching Layer in Representation Learning for ECG Classification0
Impact of Data Normalization on Deep Neural Network for Time Series Forecasting0
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