Jerome Amaro Mendes
AuthID: R-001-QG3
1
TITLE: Assessing interpretability of data-driven fuzzy models: Application in industrial regression problems Full Text
AUTHORS: Junior, Jorge S. S.; Gaspar, Carlos; Mendes, Jerome; Premebida, Cristiano;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS
AUTHORS: Junior, Jorge S. S.; Gaspar, Carlos; Mendes, Jerome; Premebida, Cristiano;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS
INDEXED IN: 
Scopus 
WOS
Scopus WOS2
TITLE: Federated learning framework for prediction of net energy demand in transactive energy communities
AUTHORS: Mendes, Nuno; Mendes, Jerome; Mohammadi, Javad; Moura, Pedro;
PUBLISHED: 2024, SOURCE: SUSTAINABLE ENERGY GRIDS & NETWORKS, VOLUME: 40
AUTHORS: Mendes, Nuno; Mendes, Jerome; Mohammadi, Javad; Moura, Pedro;
PUBLISHED: 2024, SOURCE: SUSTAINABLE ENERGY GRIDS & NETWORKS, VOLUME: 40
3
TITLE: A Review of Energy and Sustainability KPI-Based Monitoring and Control Methodologies on WWTPs Full Text
AUTHORS: de Matos, Barbara; Salles, Rodrigo; Mendes, Jerome; Gouveia, Joana R.; Baptista, Antonio J. ; Moura, Pedro;
PUBLISHED: 2023, SOURCE: MATHEMATICS, VOLUME: 11, ISSUE: 1
AUTHORS: de Matos, Barbara; Salles, Rodrigo; Mendes, Jerome; Gouveia, Joana R.; Baptista, Antonio J. ; Moura, Pedro;
PUBLISHED: 2023, SOURCE: MATHEMATICS, VOLUME: 11, ISSUE: 1
4
TITLE: Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data
AUTHORS: Salles, Rodrigo; Mendes, Jerome; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2023, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I, VOLUME: 1752
AUTHORS: Salles, Rodrigo; Mendes, Jerome; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2023, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I, VOLUME: 1752
5
TITLE: Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability
AUTHORS: S. S. Junior, Jorge; Mendes, Jerome; Souza, Francisco; Premebida, Cristiano;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
AUTHORS: S. S. Junior, Jorge; Mendes, Jerome; Souza, Francisco; Premebida, Cristiano;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
INDEXED IN: WOS
WOS6
TITLE: A Review of Genetic Algorithm Approaches for Wildfire Spread Prediction Calibration Full Text
AUTHORS: Pereira, J; Mendes, J; Junior, JSS; Viegas, C; Paulo, JR;
PUBLISHED: 2022, SOURCE: MATHEMATICS, VOLUME: 10, ISSUE: 3
AUTHORS: Pereira, J; Mendes, J; Junior, JSS; Viegas, C; Paulo, JR;
PUBLISHED: 2022, SOURCE: MATHEMATICS, VOLUME: 10, ISSUE: 3
INDEXED IN: Scopus WOS
Scopus WOS7
TITLE: Real-Time Event-Driven Learning in Highly Volatile Systems: A Case for Embedded Machine Learning for SCADA Systems
AUTHORS: Goncalves, Manuel; Sousa, Pedro; Mendes, Jerome; Danishvar, Morad; Mousavi, Alireza;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
AUTHORS: Goncalves, Manuel; Sousa, Pedro; Mendes, Jerome; Danishvar, Morad; Mousavi, Alireza;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
INDEXED IN: Scopus WOS
Scopus WOS8
TITLE: Automatic forest fire danger rating calibration: Exploring clustering techniques for regionally customizable fire danger classification Full Text
AUTHORS: Junior, Jorge S. S.; Paulo, Joao Ruivo; Mendes, Jerome; Alves, Daniela; Ribeiro, Luis Mario; Viegas, Carlos;
PUBLISHED: 2022, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 193
AUTHORS: Junior, Jorge S. S.; Paulo, Joao Ruivo; Mendes, Jerome; Alves, Daniela; Ribeiro, Luis Mario; Viegas, Carlos;
PUBLISHED: 2022, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 193
INDEXED IN: WOS
WOS9
TITLE: Electric Vehicle Physical Parameters Identification
AUTHORS: Maia, R; Mendes, J; Araujo, R;
PUBLISHED: 2022, SOURCE: 48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022 in IECON Proceedings (Industrial Electronics Conference), VOLUME: 2022-October
AUTHORS: Maia, R; Mendes, J; Araujo, R;
PUBLISHED: 2022, SOURCE: 48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022 in IECON Proceedings (Industrial Electronics Conference), VOLUME: 2022-October
INDEXED IN: Scopus
Scopus10
TITLE: Automatic Calibration of Forest Fire Weather Index For Independent Customizable Regions Based on Historical Records
AUTHORS: Junior, JSS; Paulo, J; Mendes, J; Alves, D; Ribeiro, LM;
PUBLISHED: 2020, SOURCE: 3rd IEEE International Conference on Artificial Intelligence and Knowledge Engineering AIKE 2020 in 2020 IEEE THIRD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING (AIKE 2020)
AUTHORS: Junior, JSS; Paulo, J; Mendes, J; Alves, D; Ribeiro, LM;
PUBLISHED: 2020, SOURCE: 3rd IEEE International Conference on Artificial Intelligence and Knowledge Engineering AIKE 2020 in 2020 IEEE THIRD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING (AIKE 2020)
INDEXED IN: Scopus WOS
Scopus WOS