The independent component analysis with the linear regression – predicting the energy costs of the public sector buildings in Croatia

DOI10.17535/crorr.2022.0013OpenAlexW4312189888MaRDI QIDQ5872970

Marinela Mokriš

Publication date: 5 January 2023

Published in: Croatian operational research review (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.17535/crorr.2022.0013

zbMATH Keywords

predictionindependent component analysisprincipal component analysisfactor analysisenergy costpublic sector buildings

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• FastICA
• ElemStatLearn

Cites Work

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• An index of factorial simplicity
• Principal component analysis.
• A rationale and test for the number of factors in factor analysis
• Modeling the cost of energy in public sector buildings by linear regression and deep learning
• Independent component analysis: recent advances
• Principal component analysis: a review and recent developments
• Independent Component Analysis Involving Autocorrelated Sources With an Application to Functional Magnetic Resonance Imaging
• 10.1162/153244303322753616
• Blessing of dimensionality: mathematical foundations of the statistical physics of data
• Nonlinear Dimensionality Reduction

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