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	Ana Martins; André Pinto; Grilo, Carlos; Ramos, João; Miragaia, Rolando; Bregieiro Ribeiro, Jose Carlos; António Pereira. Corresponding author: António Pereira. "A Personalised Music Recommendation System based on User’s Emotions". Paper presented in 21st International Conference on Artificial Intelligence Applications and Innovations (AIAI 2025), Limassol, 2025. Accepted João Ramos; Miragaia, Rolando; Reis, Gustavo; Patricio Domingues; Grilo, Carlos. Corresponding author: Grilo, Carlos. "Exploiting the Temporal Order of Sound Features for Onset Detection". Paper presented in 14th International Conference on Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART) 2025, Trieste, 2025. Accepted 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; 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	Fábio Gaspar; Daniel Carreira; Nuno Rodrigues; Rolando Miragaia; José Ribeiro; Paulo Costa; António Pereira. "Synthetic image generation for effective deep learning model training for ceramic industry applications". Engineering Applications of Artificial Intelligence (2025): https://doi.org/10.1016/j.engappai.2025.110019. 10.1016/j.engappai.2025.110019 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.