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Time Series

Papers

Showing 38013850 of 9169 papers

TitleStatusHype
Applying Deep Bidirectional LSTM and Mixture Density Network for Basketball Trajectory Prediction0
GCov-Based Portmanteau Test0
AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification0
Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model0
Stochastic volatility modeling of high-frequency CSI 300 index and dynamic jump prediction driven by machine learning0
GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting0
Extracting Predictive Information from Heterogeneous Data Streams using Gaussian Processes0
Classification of Anomalies in Telecommunication Network KPI Time Series0
Extract Dynamic Information To Improve Time Series Modeling: a Case Study with Scientific Workflow0
Extension of the Lagrange multiplier test for error cross-section independence to large panels with non normal errors0
Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN0
Extension of causal decomposition in the mutual complex dynamic process0
Extending the Scope of Inference About Predictive Ability to Machine Learning Methods0
Classification Models for Partially Ordered Sequences0
Applied Machine Learning Methods with Long-Short Term Memory Based Recurrent Neural Networks for Multivariate Temperature Prediction0
AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids0
Extending Deep Learning Models for Limit Order Books to Quantile Regression0
Classification des Séries Temporelles Incertaines par Transformation Shapelet0
Extended Vertical Lists for Temporal Pattern Mining from Multivariate Time Series0
Generalizability Under Sensor Failure: Tokenization + Transformers Enable More Robust Latent Spaces0
Classification-Based Analysis of Price Pattern Differences Between Cryptocurrencies and Stocks0
Applications of Signature Methods to Market Anomaly Detection0
Expressway visibility estimation based on image entropy and piecewise stationary time series analysis0
Generalization of Auto-Regressive Hidden Markov Models to Non-Linear Dynamics and Unit Quaternion Observation Space0
Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint0
Class Conditional Time Series Generation with Structured Noise Space GAN0
Applications of shapelet transform to time series classification of earthquake, wind and wave data0
Generalized Gradient Learning on Time Series under Elastic Transformations0
Generalized Mixture Model for Extreme Events Forecasting in Time Series Data0
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models0
Adaptive Convolutional Forecasting Network Based on Time Series Feature-Driven0
Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and Clustering0
Linear-time inference for Gaussian Processes on one dimension0
General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data0
Generating an Explainable ECG Beat Space With Variational Auto-Encoders0
Generating Building-Level Heat Demand Time Series by Combining Occupancy Simulations and Thermal Modeling0
Generating density nowcasts for U.S. GDP growth with deep learning: Bayes by Backprop and Monte Carlo dropout0
Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection0
Accelerometer based Activity Classification with Variational Inference on Sticky HDP-SLDS0
2T-POT Hawkes model for left- and right-tail conditional quantile forecasts of financial log-returns: out-of-sample comparison of conditional EVT models0
Evolutionary Optimization of 1D-CNN for Non-contact Respiration Pattern Classification0
Generating Long-term Continuous Multi-type Generation Profiles0
Generating Oscillation Activity with Echo State Network to Mimic the Behavior of a Simple Central Pattern Generator0
Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models0
Exponential inequalities for nonstationary Markov Chains0
Exploring time-series motifs through DTW-SOM0
Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction0
Exploring the representativeness of the M5 competition data0
Generating Student Feedback from Time-Series Data Using Reinforcement Learning0
Exploring the interpretability of LSTM neural networks over multi-variable data0
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