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Vítor Duarte dos Santos

NOVA University Lisbon - NOVA Information Management School (NOVA IMS)

SCHOLARLY PAPERS

6

DOWNLOADS

206

TOTAL CITATIONS

4

Scholarly Papers (6)

1.

Genetic Programming to Optimise 3d Trajectories

Number of pages: 31 Posted: 04 May 2023
André Kotze, Moritz Jan Hildemann, Vítor Duarte dos Santos and Carlos Granell Canut
affiliation not provided to SSRN, University of Münster, NOVA University Lisbon - NOVA Information Management School (NOVA IMS) and Jaume I University
Downloads 61 (951,658)

Abstract:

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genetic programming, Evolutionary algorithms, trajectory optimisation, Path Planning, 3D routing, unmanned aerial vehicles

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

Number of pages: 23 Posted: 01 Apr 2025
Maria Anastasiadou, Vítor Duarte dos Santos and Miguel Sales Dias
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)

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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
Maria Anastasiadou, Vítor Duarte dos Santos and Miguel Sales Dias
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

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

3.

Oil and Gas Flow Anomaly Detection on Offshore Naturally Flowing Wells Using Deep Neural Networks

Number of pages: 24 Posted: 26 Mar 2024
Guzel Bayazitova, Maria Anastasiadou and Vítor Duarte dos Santos
affiliation not provided to SSRN, affiliation not provided to SSRN and NOVA University Lisbon - NOVA Information Management School (NOVA IMS)
Downloads 31 (1,304,549)
Citation 3

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Anomaly detection, Multivariate Time Series Classification, deep neural network, LSTM, Oil well monitoring, Genetic Algorithm

4.

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

Number of pages: 15 Posted: 16 Jun 2025
Maria Anastasiadou, Vítor Duarte dos Santos and Miguel Sales Dias
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)

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

5.

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

Number of pages: 21 Posted: 14 Apr 2025
Maria Anastasiadou, Vítor Duarte dos Santos and Miguel Sales Dias
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)

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

6.

UNDERSTANDING DATA QUALITY THROUGH USER PERCEPTION AND ITS IMPACT ON SERVICE EXCELLENCE IN BANKING

Number of pages: 2 Posted: 29 Apr 2026
José Martins, Frederico Branco, Vítor Duarte dos Santos and Henrique S. Mamede
affiliation not provided to SSRN, affiliation not provided to SSRN, NOVA University Lisbon - NOVA Information Management School (NOVA IMS) and affiliation not provided to SSRN
Downloads 13 (1,518,554)

Abstract:

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Data Quality, User Perception, Banking, Design Science Research, Regulatory Compliance, Data Governance