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Time Series

Papers

Showing 14511500 of 9169 papers

TitleStatusHype
A Study of Aggregation of Long Time-series Input for LSTM Neural Networks0
AMP: a new time-frequency feature extraction method for intermittent time-series data0
A data imputation method for multivariate time series based on generative adversarial network0
Combining Ensemble Kalman Filter and Reservoir Computing to predict spatio-temporal chaotic systems from imperfect observations and models0
AstroM^3: A self-supervised multimodal model for astronomy0
Astroconformer: Inferring Surface Gravity of Stars from Stellar Light Curves with Transformer0
A data filling methodology for time series based on CNN and (Bi)LSTM neural networks0
A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms0
Combining Forecasts using Meta-Learning: A Comparative Study for Complex Seasonality0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers0
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification0
A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images0
A Stochastic Time Series Model for Predicting Financial Trends using NLP0
A stochastic metapopulation state-space approach to modeling and estimating Covid-19 spread0
A Stochastic Hybrid Framework for Driver Behavior Modeling Based on Hierarchical Dirichlet Process0
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series0
Asteroids co-orbital motion classification based on Machine Learning0
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation0
A statistical test of market efficiency based on information theory0
A Statistical Machine Learning Approach to Yield Curve Forecasting0
Among-site variability in the stochastic dynamics of East African coral reefs0
A Data-Driven Method for Recognizing Automated Negotiation Strategies0
A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series0
Non-stationary GARCH modelling for fitting higher order moments of financial series within moving time windows0
A State-Space Approach to Dynamic Nonnegative Matrix Factorization0
A Data-driven Market Simulator for Small Data Environments0
A State Space Approach for Piecewise-Linear Recurrent Neural Networks for Reconstructing Nonlinear Dynamics from Neural Measurements0
A Stable Measure for Conditional Periodicity of Time Series using Persistent Homology0
A Modified Dynamic Time Warping (MDTW) Approach and Innovative Average Non-Self Match Distance (ANSD) Method for Anomaly Detection in ECG Recordings0
Combined Unbalanced Distribution System State and Line Impedance Matrix Estimation0
A model-free approach to fingertip slip and disturbance detection for grasp stability inference0
Assimilative Causal Inference0
Combating Uncertainties in Wind and Distributed PV Energy Sources Using Integrated Reinforcement Learning and Time-Series Forecasting0
Asset Pricing with General Transaction Costs: Theory and Numerics0
A CNN–LSTM model for gold price time-series forecasting0
COMBINED FLEXIBLE ACTIVATION FUNCTIONS FOR DEEP NEURAL NETWORKS0
Combining Deep Learning and GARCH Models for Financial Volatility and Risk Forecasting0
Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification0
Asset correlation estimation for inhomogeneous exposure pools0
Asset Bundling for Wind Power Forecasting0
A Model Combining Convolutional Neural Network and LightGBM Algorithm for Ultra-Short-Term Wind Power Forecasting0
A Data-Driven Approach for Predicting Vegetation-Related Outages in Power Distribution Systems0
Assessment of electrical and infrastructure recovery in Puerto Rico following hurricane Maria using a multisource time series of satellite imagery0
A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery0
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems0
Assessing the importance of long-range correlations for deep-learning-based sleep staging0
Assessing the Impact of Sampling Irregularity in Time Series Data: Human Activity Recognition As A Case Study0
A minor extension of the logistic equation for growth of word counts on online media: Parametric description of diversity of growth phenomena in society0
Assessing the effect of advertising expenditures upon sales: a Bayesian structural time series model0
Assessing Text Mining and Technical Analyses on Forecasting Financial Time Series0
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