default author photo

Miguel Sales Dias

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

101

TOTAL CITATIONS

1

Scholarly Papers (3)

Deep Learning Classification Approaches and Applications for Energy Performance Certificates (Epcs)

Number of pages: 23 Posted: 01 Apr 2025
affiliation not provided to SSRN, NOVA University Lisbon - NOVA Information Management School (NOVA IMS) and affiliation not provided to SSRN
Downloads 22 (1,486,852)

Abstract:

Loading...

Energy Performance Certificates, Artificial Intelligence, Deep learning, Artificial Neural Networks, Synthetic Minority Oversampling Technique, Principal Component Analysis, 7th Sustainable Development Goal

Deep Learning Classification Approaches and Applications for Energy Performance Certificates (Epcs)

Number of pages: 23 Posted: 14 Apr 2025
affiliation not provided to SSRN, NOVA University Lisbon - NOVA Information Management School (NOVA IMS) and affiliation not provided to SSRN
Downloads 22 (1,473,203)
Citation 1

Abstract:

Loading...

Energy Performance Certificates, Artificial Intelligence, Deep learning, Artificial Neural Networks, Synthetic Minority Oversampling Technique, Principal Component Analysis, 7th Sustainable Development Goal

2.

Comparative Analysis of Energy Efficiency Certification and Retrofit Policies in Portugal and Italy

Number of pages: 15 Posted: 16 Jun 2025
affiliation not provided to SSRN, NOVA University Lisbon - NOVA Information Management School (NOVA IMS) and affiliation not provided to SSRN
Downloads 29 (1,359,097)

Abstract:

Loading...

Energy Performance Certification, Building Retrofit Policies, Portugal and Italy, EU Directives Implementation

3.

An Explainable Deep Learning Model for Energy Performance Classification and Retrofitting Recommendations

Number of pages: 21 Posted: 14 Apr 2025
affiliation not provided to SSRN, NOVA University Lisbon - NOVA Information Management School (NOVA IMS) and affiliation not provided to SSRN
Downloads 28 (1,385,945)

Abstract:

Loading...

building retrofit strategies, explainable artificial intelligence, deep learning, synthetic minority over-sampling technique, shapley additive explanations explainability, energy efficiency, sustainable development goals