System Identification-informed Transparent and Explainable Machine Learning with Application to Power Consumption Forecasting
Author:
Affiliation:
1. Centre for Signal Processing and Cpmplex Systems The University of Sheffield,Engineering Energy Institute; Centre of Machine Intelligence,Dept. Automatic Control and Systems,Sheffield,UK
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10252163/10252090/10252535.pdf?arnumber=10252535
Reference34 articles.
1. System Identification and Data‐Driven Forecasting of AE Index and Prediction Uncertainty Analysis Using a New Cloud‐NARX Model
2. Complex systems modelling for statistical forecasting of winter North Atlantic atmospheric variability: A new approach to North Atlantic seasonal forecasting
3. Comparison of Machine Learning Algorithms for the Power Consumption Prediction : - Case Study of Tetouan city –
4. Sparse, Interpretable and Transparent Predictive Model Identification for Healthcare Data Analysis
5. NARMAX Model as a Sparse, Interpretable and Transparent Machine Learning Approach for Big Medical and Healthcare Data Analysis
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1. On Sparse Nonlinear System Identification Using Orthogonal Matching Pursuit, Orthogonal Least Squares and LASSO;2024 32nd Mediterranean Conference on Control and Automation (MED);2024-06-11
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