Pedro Miguel Frazão Fernandes Ferreira


AuthID: R-000-J72

Confirmed Publications: 76



1
TITLE: A soft sensor to assess the energy performance of laundry washing machines  Full Text
AUTHORS: Jasiunas, Zygimantas; Juliao, Tiago; Cecilio, Jose ; da Graca, Guilherme Carrilho; Ferreira, Pedro M. ;
PUBLISHED: 2025, SOURCE: APPLIED ENERGY, VOLUME: 383
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
2
TITLE: Evaluation of LLM-based chatbots for OSINT-based Cyber Threat Awareness  Full Text
AUTHORS: Shafee, Samaneh; Bessani, Alysson; Ferreira, Pedro M. ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 261
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
3
TITLE: Comparative Analysis of Cybersecurity Datasets in Industrial Control Systems
AUTHORS: Ines Martins; Jose Cecilio ; Pedro Ferreira ; Alan Oliveira;
PUBLISHED: 2024, SOURCE: 7th IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd4.0 and IoT 2024 in 2024 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd4.0 and IoT 2024 - Proceedings
INDEXED IN: Scopus CrossRef
IN MY: ORCID | CIÊNCIAVITAE
4
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I
AUTHORS: Irena Koprinska; Paolo Mignone; Riccardo Guidotti; Szymon Jaroszewicz; Holger Fröning; Francesco Gullo; Pedro M Ferreira ; Damian Roqueiro; Gaia Ceddia; Slawomir Nowaczyk; João Gama; Rita Ribeiro ; Ricard Gavaldà; Elio Masciari; Zbigniew Ras; Ettore Ritacco; Francesca Naretto; Andreas Theissler; Przemyslaw Biecek; Wouter Verbeke; Gregor Schiele; Franz Pernkopf; Michaela Blott; Ilaria Bordino; Ivan Luciano Danesi; Giovanni Ponti; Lorenzo Severini; Annalisa Appice; Giuseppina Andresini; Ibéria Medeiros; Guilherme Graça; Lee Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Diego Saldana; Konstantinos Sechidis; Arif Canakoglu; Sara Pido; Pietro Pinoli; Albert Bifet; Sepideh Pashami; ...More
PUBLISHED: 2023, SOURCE: Communications in Computer and Information Science
INDEXED IN: CrossRef: 2
IN MY: CIÊNCIAVITAE
5
TITLE: Building Appliances Energy Performance Assessment
AUTHORS: Jasiunas, Zygimantas; Ferreira, Pedro M. ; Cecilio, Jose ;
PUBLISHED: 2021, SOURCE: 21st Joint 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, PT II, VOLUME: 1525
INDEXED IN: Scopus WOS CrossRef
IN MY: CIÊNCIAVITAE
6
TITLE: Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural Networks
AUTHORS: Frederico Apolónia; Pedro M Ferreira ; José Cecílio ;
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science - Machine Learning and Principles and Practice of Knowledge Discovery in Databases
INDEXED IN: CrossRef
IN MY: CIÊNCIAVITAE
7
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; Holger Fröning; Günther Schindler; Riccardo Guidotti; Anna Monreale; Salvatore Rinzivillo; Przemyslaw Biecek; Eirini Ntoutsi; Mykola Pechenizkiy; Bodo Rosenhahn; Christopher Buckley; Daniela Cialfi; Pablo Lanillos; Maxwell Ramstead; Tim Verbelen; Pedro M Ferreira ; Giuseppina Andresini; Donato Malerba; Ibéria Medeiros; Philippe Fournier-Viger; Saqib S Nawaz; Sebastian Ventura; Meng Sun; Min Zhou; Valerio Bitetta; Ilaria Bordino; Andrea Ferretti; Francesco Gullo; Giovanni Ponti; Lorenzo Severini; Rita Ribeiro ; João Gama; Ricard Gavaldà; Lee Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Damian Roqueiro; Diego Saldana Miranda; Konstantinos Sechidis; Guilherme Graça; ...More
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science
INDEXED IN: CrossRef
IN MY: CIÊNCIAVITAE
8
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; Holger Fröning; Günther Schindler; Riccardo Guidotti; Anna Monreale; Salvatore Rinzivillo; Przemyslaw Biecek; Eirini Ntoutsi; Mykola Pechenizkiy; Bodo Rosenhahn; Christopher Buckley; Daniela Cialfi; Pablo Lanillos; Maxwell Ramstead; Tim Verbelen; Pedro M Ferreira ; Giuseppina Andresini; Donato Malerba; Ibéria Medeiros; Philippe Fournier-Viger; Saqib S Nawaz; Sebastian Ventura; Meng Sun; Min Zhou; Valerio Bitetta; Ilaria Bordino; Andrea Ferretti; Francesco Gullo; Giovanni Ponti; Lorenzo Severini; Rita Ribeiro ; João Gama; Ricard Gavaldà; Lee Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Damian Roqueiro; Diego Saldana Miranda; Konstantinos Sechidis; Guilherme Graça; ...More
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science
INDEXED IN: CrossRef: 1
IN MY: CIÊNCIAVITAE
9
TITLE: Optimized Design of Neural Networks for a River Water Level Prediction System  Full Text
AUTHORS: Lineros, ML; Luna, AM; Ferreira, PM ; Ruano, AE ;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 19
INDEXED IN: Scopus WOS DBLP CrossRef: 8
IN MY: ORCID | CIÊNCIAVITAE
10
TITLE: Processing tweets for cybersecurity threat awareness  Full Text
AUTHORS: Alves, F; Bettini, A; Ferreira, PM ; Bessani, A ;
PUBLISHED: 2021, SOURCE: INFORMATION SYSTEMS, VOLUME: 95
INDEXED IN: Scopus WOS CrossRef: 29
IN MY: ORCID | CIÊNCIAVITAE
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