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TÍTULO: Automated Machine Learning and Explainable Artificial Intelligence in Predictive Maintenance: An MLJAR Framework Review
AUTORES: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLICAÇÃO: 2025, FONTE: 21st International Symposium on Distributed Computing and Artificial Intelligence in DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 21ST INTERNATIONAL CONFERENCE, VOLUME: 1259
INDEXADO EM: Scopus WOS CrossRef
NO MEU: ORCID
2
TÍTULO: Evolution of Building Energy Management Systems for greater sustainability through explainable artificial intelligence models  Full Text
AUTORES: Gonzalez Briones, Alfonso; Palomino Sanchez, Javier; Vale, Zita; Ramos, Carlos; Corchado, Juan M.;
PUBLICAÇÃO: 2025, FONTE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 147
INDEXADO EM: Scopus WOS
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TÍTULO: A Review of Support Tools for User-Centric Electric Vehicle Charging Management Based on Artificial Intelligence and Multi-Agent System Approaches
AUTORES: Carlos Veiga; João Soares; Carlos Ramos; Juan Corchado; Ronaldo Mello; Rubipiara Fernandes; Carina Dorneles;
PUBLICAÇÃO: 2025, FONTE: Energies, VOLUME: 18, NÚMERO: 23
INDEXADO EM: CrossRef
NO MEU: ORCID
4
TÍTULO: Machine Learning Applied to Industrial Machines for an Efficient Maintenance Strategy: A Predictive Maintenance Approach
AUTORES: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLICAÇÃO: 2024, FONTE: 3rd Energy-Informatics-Academy Conference (EI.A) in ENERGY INFORMATICS, EI.A 2023, PT I, VOLUME: 14467
INDEXADO EM: WOS CrossRef: 2
NO MEU: ORCID
5
TÍTULO: Explainable Artificial Intelligence Applied to Predictive Maintenance: Comparison of Post-Hoc Explainability Techniques
AUTORES: Mota, Bruno; Faria, Pedro; Corchado, Juan; Ramos, Carlos;
PUBLICAÇÃO: 2024, FONTE: 2nd World Conference on Explainable Artificial Intelligence (xAI) in EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2024, PT IV, VOLUME: 2156
INDEXADO EM: Scopus WOS CrossRef
NO MEU: ORCID
6
TÍTULO: Production Plan Rescheduling for Machine Breakdown Events using a Genetic Algorithm
AUTORES: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLICAÇÃO: 2024, FONTE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024
INDEXADO EM: Scopus WOS
7
TÍTULO: Production Scheduling for Energy Cost Optimization with Constraints: Comparison of Genetic Algorithm and PSO Techniques
AUTORES: Bruno Mota; Pedro Faria; Carlos Ramos;
PUBLICAÇÃO: 2024, FONTE: 19th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2024 in Lecture Notes in Networks and Systems, VOLUME: 888 LNNS
INDEXADO EM: Scopus CrossRef
NO MEU: ORCID
8
TÍTULO: Predictive Maintenance for Maintenance-Effective Manufacturing Using Machine Learning Approaches
AUTORES: Mota, B; Faria, P; Ramos, C;
PUBLICAÇÃO: 2023, FONTE: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 in Lecture Notes in Networks and Systems, VOLUME: 531 LNNS
INDEXADO EM: Scopus CrossRef: 4
NO MEU: ORCID
9
TÍTULO: Special issue on artificial intelligence in cloud computing (vol 103, jan 2023)  Full Text
AUTORES: Mohammed, Sabah; Fang, Wai Chi; Ramos, Carlos;
PUBLICAÇÃO: 2023, FONTE: COMPUTING
INDEXADO EM: WOS
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TÍTULO: Joint Production and Maintenance Scheduling for Total Cost and Machine Overload Reduction in Manufacturing: A Genetic Algorithm Approach
AUTORES: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLICAÇÃO: 2023, FONTE: IEEE ACCESS, VOLUME: 11
INDEXADO EM: Scopus WOS
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