137 results on '"Multivariate time series"'
Search Results
2. Orthrus: multi-scale land cover mapping from satellite image time series via 2D encoding and convolutional neural network
3. Air quality visualization analysis based on multivariate time series data feature extraction
4. Enhancing Multivariate Time Series Forecasting: A Novel Approach with Mallows Model Averaging and Graph Neural Networks
5. An encoding approach for stable change point detection
6. Appending-inspired multivariate time series association fusion for tool condition monitoring
7. An attention-based bidirectional LSTM-CNN architecture for the early prediction of sepsis
8. A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility
9. Multilayer quantile graph for multivariate time series analysis and dimensionality reduction
10. Uni-directional graph structure learning-based multivariate time series anomaly detection with dynamic prior knowledge
11. Hard c-means transition network for the analysis of multivariate time series
12. A Bi-GRU-based encoder–decoder framework for multivariate time series forecasting
13. A cross-layered cluster embedding learning network with regularization for multivariate time series anomaly detection
14. A Smooth Transition Autoregressive Model for Matrix-Variate Time Series
15. Understanding relationships with the Aggregate Zonal Imbalance using copulas
16. A graph attention network-based model for anomaly detection in multivariate time series
17. Temporal silhouette: validation of stream clustering robust to concept drift
18. A novel method to select time-varying multivariate time series models for the surveillance of infectious diseases
19. Detection of quadratic phase coupling by cross-bicoherence and spectral Granger causality in bifrequencies interactions
20. High-performance formaldehyde prediction for indoor air quality assessment using time series deep learning
21. Spatiotemporal Event Studies for Environmental Data Under Cross-Sectional Dependence: An Application to Air Quality Assessment in Lombardy
22. Dynamic Circular Network-Based Federated Dual-View Learning for Multivariate Time Series Anomaly Detection
23. A new approach to nonparametric estimation of multivariate spectral density function using basis expansion
24. MBSSA-Bi-AESN: Classification prediction of bi-directional adaptive echo state network based on modified binary salp swarm algorithm and feature selection
25. Z-Time: efficient and effective interpretable multivariate time series classification
26. Hybrid graph transformer networks for multivariate time series anomaly detection
27. A contrastive autoencoder with multi-resolution segment-consistency discrimination for multivariate time series anomaly detection
28. TDG4MSF: A temporal decomposition enhanced graph neural network for multivariate time series forecasting
29. Recurrent neural networks integrate multiple graph operators for spatial time series prediction
30. Experimental analysis of similarity measurements for multivariate time series and its application to the stock market
31. A multivariate ensemble learning method for medium-term energy forecasting
32. Fault detection and diagnosis using two-stage attention-based variational LSTM in electrolytic copper manufacturing process
33. HAN-CAD: hierarchical attention network for context anomaly detection in multivariate time series
34. An Effective Transformation-Encoding-Attention Framework for Multivariate Time Series Anomaly Detection in IoT Environment
35. An Intelligent Fault Diagnosis Method for Imbalanced Nuclear Power Plant Data Based on Generative Adversarial Networks
36. Unsupervised anomaly detection via two-dimensional singular value decomposition and subspace reconstruction for multivariate time series
37. Unsupervised outlier detection for time-series data of indoor air quality using LSTM autoencoder with ensemble method
38. ALAE: self-attention reconstruction network for multivariate time series anomaly identification
39. Blind Subgrouping of Task-based fMRI
40. Elastic similarity and distance measures for multivariate time series
41. Probabilistic autoencoder with multi-scale feature extraction for multivariate time series anomaly detection
42. Hybrid static-sensory data modeling for prediction tasks in basic oxygen furnace process
43. Tests for the existence of group effects and interactions for two-way models with dependent errors
44. Correlation network from multivariate time series: a new method for characterizing nonlinear dynamic behavior in marine acoustic signal
45. Data driven discovery of systems of ordinary differential equations using nonconvex multitask learning
46. Spacecraft anomaly detection with attention temporal convolution networks
47. An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications
48. Hierarchical attention-based context-aware network for long-term forecasting of chlorophyll
49. Exploring the short-term and long-term linkages between carbon price and influence factors considering COVID-19 impact
50. Scalable classifier-agnostic channel selection for multivariate time series classification
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