Carlos Fernando da Silva Ramos
AuthID: R-000-37S
1
TITLE: Automated Machine Learning and Explainable Artificial Intelligence in Predictive Maintenance: An MLJAR Framework Review
AUTHORS: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLISHED: 2025, SOURCE: 21st International Symposium on Distributed Computing and Artificial Intelligence in DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 21ST INTERNATIONAL CONFERENCE, VOLUME: 1259
AUTHORS: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLISHED: 2025, SOURCE: 21st International Symposium on Distributed Computing and Artificial Intelligence in DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 21ST INTERNATIONAL CONFERENCE, VOLUME: 1259
2
TITLE: Evolution of Building Energy Management Systems for greater sustainability through explainable artificial intelligence models Full Text
AUTHORS: Gonzalez Briones, Alfonso; Palomino Sanchez, Javier; Vale, Zita; Ramos, Carlos; Corchado, Juan M.;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 147
AUTHORS: Gonzalez Briones, Alfonso; Palomino Sanchez, Javier; Vale, Zita; Ramos, Carlos; Corchado, Juan M.;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 147
INDEXED IN: 
Scopus 
WOS
Scopus WOS3
TITLE: A Review of Support Tools for User-Centric Electric Vehicle Charging Management Based on Artificial Intelligence and Multi-Agent System Approaches
AUTHORS: Carlos Veiga; João Soares; Carlos Ramos; Juan Corchado; Ronaldo Mello; Rubipiara Fernandes; Carina Dorneles;
PUBLISHED: 2025, SOURCE: Energies, VOLUME: 18, ISSUE: 23
AUTHORS: Carlos Veiga; João Soares; Carlos Ramos; Juan Corchado; Ronaldo Mello; Rubipiara Fernandes; Carina Dorneles;
PUBLISHED: 2025, SOURCE: Energies, VOLUME: 18, ISSUE: 23
4
TITLE: Machine Learning Applied to Industrial Machines for an Efficient Maintenance Strategy: A Predictive Maintenance Approach
AUTHORS: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLISHED: 2024, SOURCE: 3rd Energy-Informatics-Academy Conference (EI.A) in ENERGY INFORMATICS, EI.A 2023, PT I, VOLUME: 14467
AUTHORS: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLISHED: 2024, SOURCE: 3rd Energy-Informatics-Academy Conference (EI.A) in ENERGY INFORMATICS, EI.A 2023, PT I, VOLUME: 14467
5
TITLE: Explainable Artificial Intelligence Applied to Predictive Maintenance: Comparison of Post-Hoc Explainability Techniques
AUTHORS: Mota, Bruno; Faria, Pedro; Corchado, Juan; Ramos, Carlos;
PUBLISHED: 2024, SOURCE: 2nd World Conference on Explainable Artificial Intelligence (xAI) in EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2024, PT IV, VOLUME: 2156
AUTHORS: Mota, Bruno; Faria, Pedro; Corchado, Juan; Ramos, Carlos;
PUBLISHED: 2024, SOURCE: 2nd World Conference on Explainable Artificial Intelligence (xAI) in EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2024, PT IV, VOLUME: 2156
6
TITLE: Production Plan Rescheduling for Machine Breakdown Events using a Genetic Algorithm
AUTHORS: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024
AUTHORS: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024
INDEXED IN: Scopus WOS
Scopus WOS7
TITLE: Production Scheduling for Energy Cost Optimization with Constraints: Comparison of Genetic Algorithm and PSO Techniques
AUTHORS: Bruno Mota; Pedro Faria; Carlos Ramos;
PUBLISHED: 2024, SOURCE: 19th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2024 in Lecture Notes in Networks and Systems, VOLUME: 888 LNNS
AUTHORS: Bruno Mota; Pedro Faria; Carlos Ramos;
PUBLISHED: 2024, SOURCE: 19th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2024 in Lecture Notes in Networks and Systems, VOLUME: 888 LNNS
8
TITLE: Predictive Maintenance for Maintenance-Effective Manufacturing Using Machine Learning Approaches
AUTHORS: Mota, B; Faria, P; Ramos, C;
PUBLISHED: 2023, SOURCE: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 in Lecture Notes in Networks and Systems, VOLUME: 531 LNNS
AUTHORS: Mota, B; Faria, P; Ramos, C;
PUBLISHED: 2023, SOURCE: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 in Lecture Notes in Networks and Systems, VOLUME: 531 LNNS
9
TITLE: Special issue on artificial intelligence in cloud computing (vol 103, jan 2023) Full Text
AUTHORS: Mohammed, Sabah; Fang, Wai Chi; Ramos, Carlos;
PUBLISHED: 2023, SOURCE: COMPUTING
AUTHORS: Mohammed, Sabah; Fang, Wai Chi; Ramos, Carlos;
PUBLISHED: 2023, SOURCE: COMPUTING
INDEXED IN: WOS
WOS10
TITLE: Joint Production and Maintenance Scheduling for Total Cost and Machine Overload Reduction in Manufacturing: A Genetic Algorithm Approach
AUTHORS: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLISHED: 2023, SOURCE: IEEE ACCESS, VOLUME: 11
AUTHORS: Mota, Bruno; Faria, Pedro; Ramos, Carlos;
PUBLISHED: 2023, SOURCE: IEEE ACCESS, VOLUME: 11
INDEXED IN: Scopus WOS
Scopus WOS