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Member profile

Carlos Fernando Almeida Grilo

Full Member SIoTE PhD

Contacts

carlos.grilo@ipleiria.pt

Roles & Cluster

  • Full Member
  • Associate Director
  • Smart Internet of Things Ecosystems

Carlos Grilo is a Coordinator Professor at Polytechnic of Leiria, Portugal, where he teaches subjects related to artificial intelligence, machine learning and programming. He graduated in Computer Science at the University of Coimbra, received his MSc in Computer Science from the University of Coimbra, and his PhD from the University of Lisbon. He is a researcher in the Computer Science and Communication Research Centre. He has about 50 publications in journals, books and conference proceedings related to Intelligent Systems, Evolutionary Computing and Machine Learning. He has served in several committees of international conferences.

Q1

Vasconcellos, Nicolas, Luis M.N. Tavora, Rolando Miragaia, Carlos Grilo, and Lucas A. Thomaz. 2025. “Explainable Prototype-Based Image Classification Using Adaptive Feature Extractors in Medical Images.” Computers in Biology and Medicine 199 (December): 111322. https://doi.org/10.1016/j.compbiomed.2025.111322.

DOI
2025
Q2

Garcia, José Pinto, Carlos Grilo, Patrício Domingues, and Rolando Miragaia. 2025. “INTU-AI: Digitalization of Police Interrogation Supported by Artificial Intelligence.” Applied Sciences 15 (19): 10781. https://doi.org/10.3390/app151910781.

DOI
2025
Q1

Gaspar, Fábio, Daniel Carreira, Nuno Rodrigues, Rolando Miragaia, José Ribeiro, Carlos Grilo, and António Pereira. 2025. “Rule-Based Generative Modeling in Ceramic Tableware Industry Applications.” Virtual Reality 29 (3). https://doi.org/10.1007/s10055-025-01194-1.

DOI
2025
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C

Martins, Ana, André Pinto, Carlos Grilo, João F. Ramos, Rolando Miragaia, José Ribeiro, and António Pereira. 2025. “A Personalised Music Recommendation System Based on User’s Emotions.” Artificial Intelligence Applications and Innovations, 367–80. https://doi.org/10.1007/978-3-031-96228-8_27.

DOI
2025
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Ramos, João, Rolando Miragaia, Gustavo Reis, Patrício Domingues, and Carlos Grilo. 2025. “Exploiting the Temporal Order of Sound Features for Onset Detection.” Artificial Intelligence in Music, Sound, Art and Design, 156–69. https://doi.org/10.1007/978-3-031-90167-6_11.

DOI
2025
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A. Lopes; C. Grilo; H. Santos; L. Ferreira; R. Martinho; R. Rijo; S. Silva. "Experimental Tests of an OBD Based Diesel Particulate Filter Malfunction Avoidance System." 2025 https://doi.org/10.1007/978-3-031-82407-4_21

DOI
2025
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National

NextPlay - IA - NextPlay - Plataforma de inteligência artificial para democratização e automação de processos de scouting no futebol profissional · Funded by PT2030 - Programa Operacional Centro 2030

Project details
International

- Advanced Computing Consortium - HPC, HPDA, HPV & AI · Funded by Programa Erasmus+

Project details
International

ATTRACT EDIH - ATTRACT EDIH - Digital Innovation Hub for ArTificial InTelligence and High-PeRformAnce CompuTing · Funded by PRR - Plano de Recuperação e Resiliência

Total budget: 5.993.413,04€ Project details
National

ATTRACT DIH - ATTRACT DIH - Digital Innovation Hub for ArTificial InTelligence and High-PeRformAnce CompuTing · Funded by PRR - Plano de Recuperação e Resiliência

Total budget: 5.999.745,73€ Project details
2023 - 2025
National

SMART TRACKING - SmartTracking - Solução integrada de monitorização e manutenção preditiva para moldes de injeção · Funded by PT2020 - POCI - Programa Operacional de Competitividade e Internacionalização

Total budget: 2.010.538,62€ Project details
2020 - 2023
National

SMARTool - SMARTool - Sistema Multi-Protocolar Modular para a Manutenção Preventiva e Preditiva de Máquinas, Equipamentos e Ferramentas Industriais e Outras · Funded by PT2020 - CENTRO - Programa Operacional Centro 2020

Total budget: 1.658.633,19€ Project details
2021 - 2023
National

ProM4Prod - ProM4Prod- Plataforma de Process mining para descoberta, medição, monitorização e otimização de processos de produção · Funded by PT2020 - CENTRO - Programa Operacional Centro 2020

Total budget: 904.486,39€ Project details
2021 - 2023
National

AR WARE - AR WARE: Augmented Reality for intelligent WAREhouse management · Funded by PT2020 - POCI - Programa Operacional de Competitividade e Internacionalização

Total budget: 1.023.298,46€ Project details
2018 - 2022
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