Personal identification

Full name

Rolando Lúcio Germano Miragaia

Citation names

• Miragaia, Rolando

Author identifiers

Ciência ID

C712-E02E-0ED2

ORCID iD

0000-0003-4213-9302

Google Scholar ID

_BrgOuYAAAAJ&hl

Email addresses

• rolando.miragaia@ipleiria.pt (Professional)
• rolando.miragaia@gmail.com (Personal)

Telephones

Telephone

• 919048842 (Professional)

Addresses

• Instituto Politécnico de Leiria. Campus 2 - Morro do Lena - Alto do Vieiro, Apartado 4163, 2411-371, Leiria, Leiria, Portugal (Professional)

Websites

• https://sites.google.com/view/rolando-miragaia/home/publications (Personal)

Knowledge fields

• Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Automation and Control Systems

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Spanish; Castilian	Intermediate (B1)	Beginner (A1)	Beginner (A1)	Intermediate (B1)
English	Advanced (C1)	Advanced (C1)	Intermediate (B1)	Advanced (C1)

	Degree	Classification
2022/01/24 Concluded	Tecnologias Aerospaciais: Informática (Doutoramento) Major in Inteligência Artificial Universidad de Extremadura, Spain Universidade de Vigo, Spain "Evolving a Multi-Classifier System for Multi-Pitch Estimation of Piano Music with Cartesian Genetic Programming" (THESIS/DISSERTATION)	sobresaliente cum laude
2008/06/01 Concluded	Mestrado em Tecnologias de Informação (Mestrado) Major in processamento de imagem Universidad de Extremadura, Spain
2000 Concluded	Licenciatura em Engenharia Electrotécnica e Computadores (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal	14 valores

Science

	Category Host institution	Employer
2019/02/01 - 2021/06/30	Contracted Researcher (Research)	Universidad de Extremadura, Spain
	Universidad de Extremadura Centro Universitario de Mérida, Spain

Teaching in Higher Education

	Category Host institution	Employer
2023/07/02 - Current	Adjunct Teacher (Polytechnic Teacher)	Instituto Politécnico de Leiria, Portugal
2022/02/27 - 2023/06/30	Invited Adjunct Teacher (Polytechnic Teacher)	Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal
2001/09/01 - 2022/08/31	Assistant (Polytechnic Teacher)	Instituto Politécnico de Leiria, Portugal
2000/09/01 - 2001/09/01	Tutor (University Teacher)	Universidade de Lisboa Instituto Superior Técnico, Portugal
	Universidade de Lisboa Instituto Superior Técnico, Portugal

Contract

	Designation	Funders
2023/10/01 - Current	(HI) Harvesting with intelligence: I&D de modelos inteligentes de análise e extração de informação formatada em FDS T697320021-00004022 Researcher Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal	Ongoing
2023/04/01 - Current	IDECOR - I & D sistema avançado de aplicação de decorações em tableware C679416409-00009762 Researcher Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal	Ongoing
2022/01/01 - Current	STC 4.0 HP - New Generation of Stoneware Tableware in Ceramic 4.0 by High Pressure Casting Robot work cell POCI-01-0247-FEDER-069654 Researcher	Autoridade de Gestão do Programa Operacional Competitividade e Internacionalização
2024/04/01 - 2027/12/31	Synthesis and Exploration of Efficient Complex Systems (SEECS) PID2023-147409NB-C{21-22} Researcher Universidad de Extremadura, Spain Universidad de Granada, Spain	España Ministerio de Ciencia e Innovación
2022/07/01 - 2025/06/30	Agenda Mobilizadora Sustainable Stone by Portugal 02/C05-i01.02/2022.PC644943391-00000051 Researcher Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal	Ongoing
2022/01/01 - 2024/12/31	DBoidS - Sistema de Gémeos Digitais e boids para a prevenção de fogos PTDC/CCI-COM/2416/2021 10.54499/PTDC/CCI-COM/2416/2021 Researcher Instituto Politécnico de Leiria, Portugal Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2023/04/01 - 2023/09/30	AIaaS - Artifical Intelligence as a Service UIDB/04524/2020 Co-Principal Investigator (Co-PI) Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal	Concluded
2020/07/01 - 2023/06/30	SMARTFARM 4.0-Soluções inteligentes para uma agricultura sustentável, preditiva e autónoma/Smart solutions for sustainable, predictive and autonomous agriculture Projeto nº 46078 - Mobilizador Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal	Ongoing
2021/01/01 - 2023/01/30	Democratic and Transparent Models of Artificial Intelligence (DemocraTAI) PID2020-115570GB-C21 Researcher Universidad de Extremadura, Spain Universidad de Granada, Spain	Concluded
2019/01/01 - 2019/12/31	Centro de Investigação em Informática e Comunicações UID/CEC/04524/2019 Instituto Politécnico de Leiria, Portugal	Fundação para a Ciência e a Tecnologia Concluded

Publications

Book	Miragaia, R.; Reis, G.; Fernandéz, F.; Inácio, T.; Grilo, C.. CGP4Matlab - A Cartesian Genetic Programming MATLAB Toolbox for Audio and Image Processing. 2018. 10.1007/978-3-319-77538-8_31
Conference abstract	José Sá; Sebastião, Fernando; Miragaia, Rolando; Grilo, Carlos. Corresponding author: Grilo, Carlos. "Models for energy consumption retro-analysis". Paper presented in XXXI Jornadas de Classificação e Análise de Dados (JOCLAD 2024), Leiria, 2024. Accepted
Conference paper	Mário Cruz; Rolando Miragaia; João Ramos; António Pereira. "ForestML: A Real-Time Solution Proposal for UAV acquired Multispectral Imagery Analysis using Machine Learning". 2024. 10.23919/SpliTech61897.2024.10612566 Pedro Couto; Rolando Miragaia; João Ramos; António Pereira. "Empowering Non-Experts: A Web-Based Solution for Collaborative Image Annotation in Machine Learning Models for Computer Vision". 2024. 10.23919/SpliTech61897.2024.10612329 Miragaia, Rolando; Reis, Gustavo; Fernandéz de Vega, Francisco; Chávez, Francisco. "Multi Pitch Estimation of Piano Music using Cartesian Genetic Programming with Spectral Harmonic Mask". 2020. 10.1109/SSCI47803.2020.9308178 Miragaia, R.; Reis, G.; De Vega, F.F.; Chavez, F.. "Multi Pitch Estimation of Piano Music using Cartesian Genetic Programming with Spectral Harmonic Mask". 2020. 10.1109/SSCI47803.2020.9308178 Inacio, T.; Miragaia, R.; Reis, G.; Grilo, C.; Fernandez, F.. "Cartesian genetic programming applied to pitch estimation of piano notes". 2017. 10.1109/SSCI.2016.7850046 Miragaia, R.; Vega-Rodríguez, M.A.; Gómez-Pulido, J.A.; Sánchez-Pérez, J.M.. "A biometric security system based on a hybrid face recognition technique". 2008.
Journal article	Daniel Carreira; Nuno Rodrigues; Rolando Miragaia; Paulo Costa; José Ribeiro; Fábio Gaspar; António Pereira. "A branched Convolutional Neural Network for RGB-D image classification of ceramic pieces". Applied Soft Computing (2024): https://doi.org/10.1016/j.asoc.2024.112088. 10.1016/j.asoc.2024.112088 Tomás Marques; Samuel Carreira; Rolando Miragaia; João Ramos; António Pereira. "Applying deep learning to real-time UAV-based forest monitoring: Leveraging multi-sensor imagery for improved results". Expert Systems with Applications (2024): https://doi.org/10.1016/j.eswa.2023.123107. 10.1016/j.eswa.2023.123107 Rafael Pereira; Carla Mendes; José Ribeiro; Roberto Ribeiro; Rolando Miragaia; Nuno Rodrigues; Nuno Costa; António Pereira. "Systematic Review of Emotion Detection with Computer Vision and Deep Learning". Sensors (2024): https://doi.org/10.3390/s24113484. 10.3390/s24113484 Esteban Cumbajin; Nuno Rodrigues; Paulo Costa; Rolando Miragaia; Luís Frazão; Nuno Costa; Antonio Fernández-Caballero; et al. "A Real-Time Automated Defect Detection System for Ceramic Pieces Manufacturing Process Based on Computer Vision with Deep Learning". Sensors (2023): https://doi.org/10.3390/s24010232. 10.3390/s24010232 Esteban Cumbajin; Nuno Rodrigues; Paulo Costa; Rolando Miragaia; Luís Frazão; Nuno Costa; Antonio Fernández-Caballero; et al. "A Systematic Review on Deep Learning with CNNs Applied to Surface Defect Detection". Journal of Imaging (2023): https://doi.org/10.3390/jimaging9100193. 10.3390/jimaging9100193 Rolando Miragaia; Francisco Chávez; Josefa Díaz; Antonio Vivas; Maria Henar Prieto; Maria José Moñino. "Plum Ripeness Analysis in Real Environments Using Deep Learning with Convolutional Neural Networks". Agronomy 11 11 (2021): 2353-2353. https://doi.org/10.3390/agronomy11112353. 10.3390/agronomy11112353 Rolando Miragaia; Francisco Fernández; Gustavo Reis; Tiago Inácio. "Evolving a Multi-Classifier System for Multi-Pitch Estimation of Piano Music and Beyond: An Application of Cartesian Genetic Programming". Applied Sciences 11 7 (2021): 2902-2902. https://doi.org/10.3390/app11072902. 10.3390/app11072902
Journal issue	Miragaia, Rolando. "Pattern Recognition and Image Processing: Latest Advances and Prospects". Electronics (2024): https://www.mdpi.com/journal/electronics/special_issues/V0F0B96THQ. Miragaia, Rolando. "Smart Mobile Platforms and IoT Ecosystems". Applied Sciences (2023): https://www.mdpi.com/journal/applsci/special_issues/AI_Machine_Learning_Mobile_Platforms_Ecosystems. Published Miragaia, Rolando. "Challenges in Using Machine Learning to Support Software Engineering". Applied Sciences (2023): https://www.mdpi.com/journal/applsci/special_issues/K8J7KZ1048. Published
Thesis / Dissertation	Sá, José Eduardo Figueiredo Costa Simões de. "Aplicação de Técnicas de Ciência de Dados na Previsão de Consumos Energéticos". Master, 2023. http://hdl.handle.net/10400.8/9525. Sá, José Eduardo Figueiredo Costa Simões de. "Aplicação de Técnicas de Ciência de Dados na Previsão de Consumos Energéticos". Master, 2023. http://hdl.handle.net/10400.8/9525.