Contacts
Roles & Cluster
- Full Member
- Cluster Coordinator
- Computational Intelligence and Optimization
Academic IDs
Sílvio Priem Mendes is a Professor at the Polytechnic of Leiria, Portugal. He is the head of the Computational Intelligence and Optimization research group of the Computer Science and Communications Research Centre of the Polytechnic of Leiria. He was the founder of the Information Systems Programming undergraduate of the Polytechnic of Leiria and coordinator for 10 years. He received his Ph.D. degree in Computer Science ¿ Efficient Meta-heuristics in optimization, from the University of Extremadura, Spain, in 2009, his DEA (MsC) degree in Parallel, Reconfigurable and Evolutionary Computing for Solving Optimization Problems from the University Of Extremadura, Spain, in 2007, and his BSc degree in Computer Science ¿ Information Systems, from the Polytechnic of Leiria, Portugal, in 2001. He has published several conference and refereed journals papers in the areas of Computer Science and Artificial Intelligence. Also, he is the co-author of 2 national patents and 1 international. He has supervised many MsCs in Computer Science areas. Nowadays he supervises 5 MsCs in Business Analytics, Intelligent Transport Systems, Robotic Process Automation and Deep-Learning. He has participated in Portuguese, Spanish and European research projects and collaborated on R&D+I projects for Portuguese small and medium companies. His major research interests include Applied Artificial Intelligence, Enterprise Architectures, Business Analytics, Intelligent Transport Systems and Next-Gen Application Development.
Pingo, Alberto, João Castro, Paulo Loureiro, Sílvio Mendes, Anabela Bernardino, Rolando Miragaia, and Iryna Husyeva. 2025. “Driving Behavior Classification Using a ConvLSTM.” Future Transportation 5 (2): 52. https://doi.org/10.3390/futuretransp5020052.
DOIPatrício, Daniel, Paulo Loureiro, Sílvio P. Mendes, Anabela Bernardino, Rolando Miragaia, and Iryna Husyeva. 2025. “Pattern-Based Driver Aggressiveness Behavior Assessment Using LSTM-Based Models.” Future Transportation 5 (4): 135. https://doi.org/10.3390/futuretransp5040135.
DOICosta, Pedro, Sílvio Priem Mendes, and Paulo Loureiro. 2025. “Polymer Melt Stability Monitoring in Injection Moulding Using LSTM-Based Time-Series Models.” Polymers 18 (1): 32. https://doi.org/10.3390/polym18010032.
DOIMendes, Silvio; J. S. Pereira; Gurukiran Manjunath; Marco Paulo M. Ferreira; Marko Gasparovic. "Perfect Periodic Sequences with Low PAPR". Trabalho apresentado em ConfTele, Leiria, 2021. Publicado
DOIFerreira, M., M. Gasparovic, G. Manjunath, S. Priem-Mendes, and J. S. Pereira. “Perfect Periodic Sequences with Low PAPR.” 2021 Telecoms Conference (ConfTELE), February 11, 2021. https://doi.org/10.1109/conftele50222.2021.9435543.
DOIMendes, Silvio; J. Pereira; S. Faria; H. Gomes; C. Neves. "Array-based Approach for Indoor Positioning System using RFID Passive Tags". Trabalho apresentado em Conference on Telecommunications - ConfTele, Lisbon, 2019. Publicado
NEUROLYMPICS (4.ª fase) - NEUROLYMPICS - Sistema de controle multimodal neurocêntrico (4.º fase) · Funded by PT2030 - Programa Operacional Centro 2030
Project details SmartSIGN S2X - SmartSIGN S2X - Desenvolvimento de sinalização rodoviária inteligente · Funded by PT2020 - POCI - Programa Operacional de Competitividade e Internacionalização
Total budget: 648.315,85€ Project details CRASH - CRASH - Development of a high precision reconstruction system designed to be used in a professional simulation environment related with real crash events. · Funded by POCI - Programa Operacional Competitividade e Internacionalização
Total budget: 964.304,48€ Project details