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Pedro Ferreira

LASIGE research published in Expert Systems with Applications
SATO - Seixal Municipality Building Pilot
EU SMART2B project Final Conference: Building EU’s Energy Transition
Project Overview with SATO's Coordinators
7th EU SATO’s Project General Assembly
EU SATO project Final Conference at Sustainable Places 2024
LASIGE participated @ ECMLPKDD 2024
SATO project's General Assembly (5th)
LASIGE @ Ciências Research & Innovation Day 2023
LASIGE @ INForum 2023
4th SMART2B General Assembly
4th SATO General Assembly
SMART2B’s project General Assembly
8th LASIGE Workshop (2023)
Pedro Ferreira at SmartBuild4EU final conference
SATO participates at Enlit Europe 2022
3rd SATO General Assembly
LASIGE @ Ciências Research Day 2022
SMART2B General Assembly
SATO project at Sustainable Places 2022
LASIGE at INForum 2022 organization
LASIGE sponsor MLBEM 2022
SATO Project Meeting
SMART2B launching Social Media
SMART2B's project kick-off
H2020 funded SMART2B project starts in September
LASIGE's successful organization of DCDS workshop @ DSN 2021
LASIGE researchers develop app to ecologically map urban parks and gardens
José Cecílio, Pedro M. Ferreira and António Casimiro's paper at MDPI Sensors Journal
SATO kick-off meeting, an H2020 project
SATO, an EU funded international project coordinated by Pedro Ferreira, starts on October 1
Successful organization at SafeComp2020
LASIGE integrated researchers at the DCDS 2020 organizing committee
General Chair and Program Co-Chair @ SafeComp 2020
Workshop on Machine Learning for CyberSecurity @ ECMLPKDD 2020
LASIGE members have been selected to host prestigious conferences in their fields
LaSIGE won the EDP re:dy Challenge
LaSIGE in the EDP re:dy Challenge final stage

PAST

Acronym Title Funding Entity Start Date End Date
SMART2B Smartness to existing Buildings EU H2020 01/09/2021 31/08/2024
ADMORPH Adaptive, dynamically morphing, mission and safety-critical CPS EU H2020 01/01/2020 30/06/2023
AQUAMON Dependable Monitoring with Wireless Sensor Networks in Water Environments FCT 01/10/2018 30/09/2022
REDBOOK Robust hardwarE-based Defences against Buffer Overflows and Other cybersecurity attacKs FCT 01/10/2018 30/09/2021
DiSIEM Diversity Enhancements for SIEMs EU H2020 01/09/2016 31/08/2019
SEGRID Security for smart Electricity GRIDs EU FP7 01/10/2014 31/12/2017
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Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira. Evaluation of LLM-based chatbots for OSINT-based Cyber Threat Awareness. Expert Systems with Applications, 261, Elsevier BV, 2025 [Biblios]
Inês Martins, José Cecílio, Pedro M. Ferreira, Alan Oliveira. Comparative Analysis of Cybersecurity Datasets in Industrial Control Systems. In 2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0 & IoT). IEEE, 2024 [Biblios]
Ibéria Medeiros, Antonio Pecchia, Pedro Ferreira, Nuno Dionísio, Miracle Aniakor. Fifth International Workshop on Data-Centric Dependability and Security (DCDS), IEEE, 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2023 [Biblios]
Pedro M. Ferreira, Ibéria Medeiros. International Workshops of ECML PKDD 2022, Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer Nature Switzerland, Communications in Computer and Information Science, 2023 [Biblios]
Iberia Medeiros, Illir Gashi, Michael Kamp, Pedro Ferreira, Nuno Dionísio, Samaneh Shafee. Fourth International Workshop on Data-Centric Dependability and Security (DCDS), IEEE, 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2022 [Biblios]
André Alexandre Oliveira Gil, Vinicius Vielmo Cogo, Pedro M. Ferreira. Platform architecture and data management for cloud-based buildings energy self-assessment and optimization. Master's dissertation, 2022 [Biblios]
Alexandre Santos, Pedro Ferreira, Ana Paula Afonso. A Database for Appliances Real-life Energy Performance and Consumption Assessment. Master's dissertation, 2022 [Biblios]
Valente, João Miguel Mota Cláudio, Ferreira, Pedro Miguel Frazão Fernandes, Costa, António Casimiro Ferreira da. Data quality and dependability of IOT Platform for buildings energy assessment. Master's dissertation, 2022 [Biblios]
Gomes, Francisco Contreras Leão, Respício, Ana Luísa do Carmo Correia, Ferreira, Pedro Miguel Frazão Fernandes. Assessment of cyber threats discovered by OSINT. Master's dissertation, 2022 [Biblios]
Teixeira, Bruno Rafael Vilares, Ferreira, Pedro Miguel Frazão Fernandes. RoboScout: Automação de processo proativo de pesquisa, análise e tomada de decisão, com base em “Open-Source Intelligence”. Master's dissertation, 2022 [Biblios]
Apolónia, Frederico José Cristovam, Cecílio, José Manuel da Silva, Ferreira, Pedro Miguel Frazão Fernandes. Buildings occupancy assessment. Master's dissertation, 2022 [Biblios]
Žygimantas Jasi?nas , José Manuel da Silva Cecílio, Pedro Miguel Frazão Fernandes Ferreira. Building appliances energy performance assessment. Master's dissertation, 2021 [Biblios]
Vasco Barreiros Ferreira, José Manuel da Silva Cecílio, Pedro Miguel Frazão Fernandes Ferreira. Middleware de integração de diferentes plataformas e sistemas inteligentes IoT. Master's dissertation, 2021 [Biblios]
Miriam López Lineros, Antonio Madueño Luna, Pedro M. Ferreira, Antonio E. Ruano. Optimized Design of Neural Networks for a River Water Level Prediction System. Sensors, 21(19), MDPI AG, 2021 [Biblios]
Vicky Pratish Rajani, Ana Paula Pereira Afonso, Pedro Miguel Frazão Fernandes Ferreira. Data Gathering Application for Ecological Mapping of Green Spaces. Master's dissertation, 2021 [Biblios]
Iberia Medeiros, Ilir Gashi, Michael Kamp, Pedro Ferreira. Third International Workshop on Data-Centric Dependability and Security (DCDS), IEEE, 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2021 [Biblios]
Adriano António Pinheiro Mão de Ferro, Pedro Miguel Frazão Fernandes Ferreira, Sara Alexandra Cordeiro Madeira. Aprendizagem automática para classificar a cobertura do solo em espaços verdes urbanos através de dados de satélite. Master's dissertation, 2021 [Biblios]
Fernando Alves, Aurélien Bettini, Pedro M. Ferreira, Alysson Bessani. Processing tweets for cybersecurity threat awareness. Information Systems, 95, Elsevier BV, 2021 [Biblios]
Frederico Apolónia, Pedro M. Ferreira, José Cecílio. Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural Networks, In Communications in Computer and Information Science,Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pages 567 - 579. Springer International Publishing, 2021 [Biblios]
Zygimantas Jasiunas, Pedro M. Ferreira, José Cecílio. Building Appliances Energy Performance Assessment, In Communications in Computer and Information Science,Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pages 511 - 524. Springer International Publishing, 2021 [Biblios]
Pedro M. Ferreira, I. Medeiros. ECML PKDD 2021 Workshops, Springer International Publishing, Communications in Computer and Information Science, 2021 [Biblios]
Pedro M. Ferreira, I. Medeiros. ECML PKDD 2020 Workshops, Springer, Communications in Computer and Information Science, 2020 [Biblios]
Fernando Alves, Ambrose Andongabo, Ilir Gashi, Pedro M. Ferreira, Alysson Bessani. Follow the Blue Bird: A Study on Threat Data Published on Twitter. In European Symposium on Research in Computer Security (ESORICS 2020), Lecture Notes in Computer Science, pages 217-236. Springer International Publishing, 2020 [Biblios]
José Cecílio, Pedro M. Ferreira, António Casimiro. Evaluation of LoRa Technology in Flooding Prevention Scenarios. Sensors, 20(14), MDPI AG, 2020 [Biblios]
Nuno Dionisio, Fernando Alves, Pedro M. Ferreira, Alysson Bessani. Towards end-to-end Cyberthreat Detection from Twitter using Multi-Task Learning. In 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, 2020 [Biblios]
Iberia Medeiros, Ilir Gashi, Michael Kamp, Pedro Ferreira. Second International Workshop on Data-Centric Dependability and Security (DCDS), IEEE, 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2020 [Biblios]
João Miguel Mendes Penim, António Casimiro Ferreira da Costa, Pedro Miguel Frazão Fernandes Ferreira. Implementação de Soluções para Confiabilidade de Dados em Redes de Sensores sem Fios. Master's dissertation, 2020 [Biblios]
João Guilherme Cercas Filipe, Pedro Miguel Frazão Fernandes Ferreira. QRadar UBA: Deteção e Análise de Anomalias Comportamentais de Segurança em Utilizadores. Master's dissertation, 2020 [Biblios]
Águas, José Maria Águas de Matos, Ferreira, Pedro Miguel Frazão Fernandes. Deteção de Acessos Anómalos a Bases de Dados Críticas. Master's dissertation, 2020 [Biblios]
Antonio Casimiro, Frank Ortmeier, Erwin Schoitsch, Friedemann Bitsch, Pedro Ferreira. Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops, Springer International Publishing, Lecture Notes in Computer Science, 2020 [Biblios]
Antonio Casimiro, Frank Ortmeier, Friedemann Bitsch, Pedro Ferreira. Computer Safety, Reliability, and Security, Springer International Publishing, Lecture Notes in Computer Science, 2020 [Biblios]
Carlos Nascimento, António Casimiro, Pedro M. Ferreira. A Methodology to Automate the Selection of LPWA Technologies in WSN Applications. In INForum 2019 - Simpósio de Informática, 2019 [Biblios]
Nuno Dionisio, Fernando Alves, Pedro M. Ferreira, Alysson Bessani. Cyberthreat Detection from Twitter using Deep Neural Networks. In 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 2019 [Biblios]
Fernando Alves, Pedro Miguel Ferreira, Alysson Bessani. Design of a Classification Model for a Twitter-Based Streaming Threat Monitor. In 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W). IEEE, 2019 [Biblios]
Sousa, José Carlos Moniz, Ferreira, Pedro, Pedro, Margarida. Previsão da produção eólica do ponto de vista do Operador da Rede de Distribuição. Master's dissertation, 2019 [Biblios]
Mariana Galhardas Pina, Ferreira, Pedro Miguel Frazão Fernandes, Alegria, José. Automatic detection of anomalous user access patterns to sensitive data. Master's dissertation, 2019 [Biblios]
Carlos Alexandre Aleixo Nascimento, Costa, António Casimiro Ferreira da, Ferreira, Pedro Miguel Frazão Fernandes. Evaluation of wsn technology for dependable monitoring in water environmnts. Master's dissertation, 2019 [Biblios]
António Casimiro, José Cecílio, Pedro Ferreira, Anabela Oliveira, Paula Freire, Marta Rodrigues , Luís Almeida. AQUAMON – A dependable Monitoring Platform based on Wireless Sensor Networks for Water Environments. In 38th International Conference on on Computer Safety, Reliability and Security (SAFECOMP 2019), 2019 [Biblios]
H. Khosravani, A. Ruano, Pedro M. Ferreira. A New Convex Hull, Sliding Window Based Online Adaptation Method for Fixed-Structure Radial Basis Function Neural Networks, In Trends in Mathematics and Computational Intelligence,Studies in Computational Intelligence, pages 103 - 112. Springer, Cham, 2019 [Biblios]
Nuno Rafael Marques Dionísio, Pedro Miguel Frazão Fernandes Ferreira, Alysson Neves Bessani. Improving cyberthreat discovery in open source intelligence using deep learning techniques. Master's dissertation, 2018 [Biblios]
Diogo Bonfim Ribeiro Carou Cunha, Pedro Miguel Frazão Fernandes Ferreira, Artur Miguel Adriano Martins. Revisiting RFC2350 20 years later: a hands-on approach to security monitoring and incident response. Master's dissertation, 2018 [Biblios]
Nuno Dionísio, Pedro M. Ferreira, Alysson Bessani. Aprendizagem Profunda e Ameaças de Cibersegurança em Fontes Abertas. In Proceedings do INForum 2018 - 10o Simpósio Nacional de Informática, 2018 [Biblios]
Fernando Alves, Pedro M. Ferreira, Alysson Bessani. OSINT-based Data-driven Cybersecurity Discovery. In 12th EuroSys Doctoral Workshop, 2018 [Biblios]
António Ruano, Sérgio Silva, Helder Duarte, Pedro M. Ferreira. Wireless Sensors and IoT Platform for Intelligent HVAC Control. Applied Sciences, 8(3), MDPI AG, 2018 [Biblios]
H. Khosravani, A. Ruano, Pedro M. Ferreira. A New Convex Hull, Sliding Window Based Online Adaptation Method. In IFAC-PapersOnLine, pages 211-216(10). Elsevier BV, 2018 [Biblios]
António Casimiro, Pedro M. Ferreira. Reliable Software Technologies – Ada-Europe 2018, Springer International Publishing, Lecture Notes in Computer Science, 2018 [Biblios]
João Pedro Lopes da Silva, Ferreira, Pedro Miguel Frazão Fernandes. Implementação distribuída de algoritmos evolutivos. Master's dissertation, 2017 [Biblios]
Eunice Picareta Branco, Ferreira, Pedro Miguel Frazão Fernandes, Bessani, Alysson Neves. Cyberthreat discovery in open source intelligence using deep learning techniques. Master's dissertation, 2017 [Biblios]
H. Khosravani, A. Ruano, Pedro M. Ferreira. A Comparison of Four Data Selection Methods for Artificial Neural Networks and Support Vector Machines. In IFAC-PapersOnLine, pages 11227-11232(1). Elsevier BV, 2017 [Biblios]
Seabra, Carolina Linhares de Lima de Carvalho, Sequeira, Fernando, Ferreira, Pedro Miguel Frazão Fernandes. Previsão de consumos de eletricidade e gás em Portugal: análise, adaptação e evolução. Master's dissertation, 2016 [Biblios]
H.R. Khosravani, A.E. Ruano, Pedro M. Ferreira. A convex hull-based data selection method for data driven models. Applied Soft Computing, 47, Elsevier BV, 2016 [Biblios]
Correia, André Marques, Ferreira, Pedro Miguel Frazão Fernandes, Bessani, Alysson Neves. Aprendizagem automática em larga escala nas redes sociais para a descoberta de ameaças de segurança. Master's dissertation, 2016 [Biblios]
André Correia, Pedro M. Ferreira, Alysson Bessani. Descoberta de Ameaças de Segurança através do Twitter. In Proceedings do INForum 2016 - 8o Simpósio Nacional de Informática, 2016 [Biblios]
A. E. Ruano, Pedro M. Ferreira, H. Duarte, S. Silva, M. G. Ruano. Self-Powered Wireless Sensor Network Designed for Energy Saving in HVAC Systems. In Proceedings of the International Conference on Wireless Networks (ICWN), pages 36-42. CSREA Press, 2016 [Biblios]
Pedro M. Ferreira. Unsupervised entropy-based selection of data sets for improved model fitting. In 2016 International Joint Conference on Neural Networks (IJCNN). IEEE, 2016 [Biblios]
Antonio E. Ruano, Shabnam Pesteh, Sergio Silva, Helder Duarte, Gonçalo Mestre, Pedro M. Ferreira, Hamid R. Khosravani, Ricardo Horta. The IMBPC HVAC system: A complete MBPC solution for existing HVAC systems. Energy and Buildings, 120, Elsevier BV, 2016 [Biblios]
Hamid Khosravani, María Castilla, Manuel Berenguel, Antonio Ruano, Pedro M. Ferreira. A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building. Energies, 9(1), MDPI AG, 2016 [Biblios]
A. Ruano, S. Pesteh, S. Silva, H. Duarte, G. Mestre, Pedro M. Ferreira, H. Khosravani, R. Horta. PVM-based intelligent predictive control of HVAC systems. In IFAC-PapersOnLine, pages 371-376(5). Elsevier BV, 2016 [Biblios]
Henrique José Anselmo Belo, João Filipe de Matos, Pedro Miguel Frazão Fernandes Ferreira. Criar Histórias em Rede: Uma forma de consolidar Conceitos de Programação de Sistemas de Comunicação. Master's dissertation, 2015 [Biblios]
Carla Alexandra Nascimento de Almeida, Pedro Miguel Frazão Fernandes Ferreira, Hugo Azevedo Matos. GIS Solution for Energy & Utilities. Master's dissertation, 2015 [Biblios]
António João Caldeira Lima, Pedro Miguel Frazão Fernandes Ferreira, João Manuel Gomes Moura. Advanced Persistent Threats. Master's dissertation, 2015 [Biblios]
A. E. Ruano, S. Silva, S. Pesteh, P. M. Ferreira, H. Duarte, G. Mestre, H. Khosravani, R. Horta. Improving a neural networks based HVAC predictive control approach. In 2015 IEEE 9th International Symposium on Intelligent Signal Processing (WISP), pages 90-95, 2015 [Biblios]
António E. Ruano, H. Reza Khosravani, Pedro M. Ferreira. A Randomized Approximation Convex Hull Algorithm for High Dimensions. In 2nd IFAC Conference on Embedded Systems, Computer Intelligence and Telematics in Control (CESCIT), 2015 [Biblios]
A. E. Ruano, G. Mestre, H. Duarte, S. Silva, S. Pesteh, H. Khosravani, P. M. Ferreira, R. Horta. A neural-network based intelligent weather station. In 2015 IEEE 9th International Symposium on Intelligent Signal Processing (WISP), pages 96-101, 2015 [Biblios]
Gonçalo Mestre, António Ruano, Hélder Duarte, Sérgio Silva, Hamid Khosravani, Shabnam Pesteh, Pedro M. Ferreira, Ricardo Horta. An Intelligent Weather Station. SENSORS, 15(12):31005-31022, 2015 [Biblios]
Luís Sérgio Rosa de Oliveira, Ferreira, Pedro Miguel Frazão Fernandes, Pereira, José Miguel Alfaiate. Sistema de Administração do INQNET. Master's dissertation, 2014 [Biblios]
Hugo Jorge das Neves, Ferreira, Pedro Miguel Frazão Fernandes, Castanheira, Ricardo Alexandre Dias. Desenvolvimento Solução Multi-canal para Instituição Financeira de Seguros. Master's dissertation, 2013 [Biblios]