Model Selection with a Shapelet-Based Distance Measure for Multi-source Transfer Learning in Time Series Classification DOI
Jiseok Lee, Brian Kenji Iwana

Lecture notes in computer science, Journal Year: 2024, Volume and Issue: unknown, P. 160 - 175

Published: Dec. 1, 2024

Language: Английский

A Multi-objective transfer learning framework for time series forecasting with Concept Echo State Networks DOI Creative Commons
Yingqin Zhu, Wen Yu, Xiaoou Li

et al.

Neural Networks, Journal Year: 2025, Volume and Issue: 186, P. 107272 - 107272

Published: Feb. 20, 2025

Language: Английский

Citations

1
Enhancing air pollution prediction: A neural transfer learning approach across different air pollutants DOI Creative Commons
Idriss Jairi, Sarah Ben Othman, Ludivine Canivet

et al.

Environmental Technology & Innovation, Journal Year: 2024, Volume and Issue: 36, P. 103793 - 103793

Published: Aug. 23, 2024

Language: Английский

Citations

4
Multi-source ensemble transfer learning-based unmanned aerial vehicle flight data anomaly detection with limited data: From simulation to reality DOI
Lei Yang, Shaobo Li, Caichao Zhu

et al.

Advanced Engineering Informatics, Journal Year: 2025, Volume and Issue: 65, P. 103255 - 103255

Published: March 14, 2025

Language: Английский

Citations

0
Enhancing decomposition-based hybrid models for forecasting multivariate and multi-source time series by federated transfer learning DOI

Yonghou He,

Li Tao, Zili Zhang

et al.

Expert Systems with Applications, Journal Year: 2025, Volume and Issue: unknown, P. 127725 - 127725

Published: April 1, 2025

Language: Английский

Citations

0
Spatial Transfer Learning for Estimating PM$$_{2.5}$$ in Data-Poor Regions DOI
Shrey Gupta,

Yongbee Park,

Jianzhao Bi

et al.

Lecture notes in computer science, Journal Year: 2024, Volume and Issue: unknown, P. 385 - 400

Published: Jan. 1, 2024

Language: Английский

Citations

1
Features of extreme $$\textrm{PM}_{\mathrm {2.5}}$$ pollution and its influencing factors: evidence from China DOI
Lu Deng,

Xinzhu Liu

Environmental Monitoring and Assessment, Journal Year: 2024, Volume and Issue: 196(10)

Published: Sept. 4, 2024

Language: Английский

Citations

1
A shared multi-scale lightweight convolution generative network for few-shot multivariate time series forecasting DOI

Minglan Zhang,

Linfu Sun, Jing Yang

et al.

Applied Soft Computing, Journal Year: 2024, Volume and Issue: 167, P. 112420 - 112420

Published: Nov. 1, 2024

Language: Английский

Citations

1
An ocean tidal energy point-interval forecasting system based on enhanced auxiliary feature, mode decomposition combined with compressive sensing and attention interaction DOI
Hong Yang, Qingsong Wu, Guohui Li

et al.

Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: unknown, P. 143680 - 143680

Published: Sept. 1, 2024

Language: Английский

Citations

0
Dimension Reduction of Multi-Source Time Series Sensor Data for Industrial Process DOI
Jiao Meng, Xin Huo, Changchun He

et al.

Published: June 18, 2024

Language: Английский

Citations

0
Model Selection with a Shapelet-Based Distance Measure for Multi-source Transfer Learning in Time Series Classification DOI
Jiseok Lee, Brian Kenji Iwana

Lecture notes in computer science, Journal Year: 2024, Volume and Issue: unknown, P. 160 - 175

Published: Dec. 1, 2024

Language: Английский

Citations

0