Pedro M. Ferreira

34 papers B 7Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluation of LLM-based chatbots for OSINT-based Cyber Threat Awareness.
Expert Syst. Appl.
Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira
2025 J jnl
False Alarms, Real Damage: Adversarial Attacks Using LLM-based Models on Text-based Cyber Threat Intelligence Systems.
CoRR
Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira
2025 B conf
Poster: Quality Threat Intelligence to Enhance Cyber Security in the Public Administration.
NCA
Diogo Agostinho, Nikhil Tulcidas, Miracle Aniakor, Hugo Miranda, Pedro M. Ferreira, Ana Respício
2024 J jnl
A Survey on Semantic Modeling for Building Energy Management.
CoRR
Miracle Aniakor, Vinicius Vielmo Cogo, Pedro M. Ferreira
2024 J jnl
Evaluation of LLM Chatbots for OSINT-based Cyberthreat Awareness.
CoRR
Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira
2023 — ed.
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
PKDD/ECML Workshops (1)
Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. 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 Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami
2023 — ed.
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 II
PKDD/ECML Workshops (2)
Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. 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 Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami
2021 — conf
Building Appliances Energy Performance Assessment.
PKDD/ECML Workshops (2)
Zygimantas Jasiunas, Pedro M. Ferreira, José Cecílio
2021 — conf
Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural Networks.
PKDD/ECML Workshops (2)
Frederico Apolónia, Pedro M. Ferreira, José Cecílio
2021 — ed.
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
PKDD/ECML Workshops (1)
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 L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021 — ed.
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
PKDD/ECML Workshops (2)
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 L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021 J jnl
Optimized Design of Neural Networks for a River Water Level Prediction System.
Sensors
Miriam López Lineros, Antonio Madueño Luna, Pedro M. Ferreira, António E. B. Ruano
2021 J jnl
Processing tweets for cybersecurity threat awareness.
Inf. Syst.
Fernando Alves, Aurélien Bettini, Pedro M. Ferreira, Alysson Bessani
2020 — ed.
Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops - DECSoS 2020, DepDevOps 2020, USDAI 2020, and WAISE 2020, Lisbon, Portugal, September 15, 2020, Proceedings
"SAFECOMP Workshops
António Casimiro, Frank Ortmeier, Erwin Schoitsch, Friedemann Bitsch, Pedro M. Ferreira
2020 — ed.
ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings
PKDD/ECML Workshops
Irena Koprinska, Michael Kamp, Annalisa Appice, Corrado Loglisci, Luiza Antonie, Albrecht Zimmermann, Riccardo Guidotti, Özlem Özgöbek, Rita P. Ribeiro, Ricard Gavaldà, João Gama, Linara Adilova, Yamuna Krishnamurthy, Pedro M. Ferreira, Donato Malerba, Ibéria Medeiros, Michelangelo Ceci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras, Peter Christen, Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Anna Monreale, Przemyslaw Biecek, Salvatore Rinzivillo, Benjamin Kille, Andreas Lommatzsch, Jon Atle Gulla
2020 — conf
Follow the Blue Bird: A Study on Threat Data Published on Twitter.
ESORICS (1)
Fernando Alves, Ambrose Andongabo, Ilir Gashi, Pedro M. Ferreira, Alysson Bessani
2020 B conf
Towards end-to-end Cyberthreat Detection from Twitter using Multi-Task Learning.
IJCNN
Nuno Dionísio, Fernando Alves, Pedro M. Ferreira, Alysson Bessani
2016 J jnl
A convex hull-based data selection method for data driven models.
Appl. Soft Comput.
Hamid Reza Khosravani, António E. B. Ruano, Pedro M. Ferreira
2016 B conf
Unsupervised entropy-based selection of data sets for improved model fitting.
IJCNN
Pedro M. Ferreira
2015 J jnl
An Intelligent Weather Station.
Sensors
Gonçalo Mestre, António E. B. Ruano, Helder Duarte, Sergio Silva, Hamid Reza Khosravani, Shabnam Pesteh, Pedro M. Ferreira, Ricardo Horta
2014 J jnl
Seismic detection using support vector machines.
Neurocomputing
António E. B. Ruano, Guilherme Madureira, Ozias Barros, Hamid Reza Khosravani, M. Graça Ruano, Pedro M. Ferreira
2013 — ed.
3rd IFAC International Conference on Intelligent Control and Automation Science, ICONS 2013, Sichuan, Chengdu, China, September 2-4, 2013.
ICONS
Pedro M. Ferreira
2013 — conf
A Support Vector Machine Seismic Detector for Early-Warning Applications.
ICONS
António E. B. Ruano, Guilherme Madureira, Ozias Barros, Hamid Reza Khosravani, Maria da Graça Ruano, Pedro M. Ferreira
2013 — conf
Forecasting the Portuguese Electricity Consumption Using Least-Squares Support Vector Machines.
ICONS
Pedro M. Ferreira, Isaura Denise Cuambe, António E. B. Ruano, Rui Pestana
2012 J jnl
A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature.
Sensors
Pedro M. Ferreira, João M. Gomes, Igor A. C. Martins, António E. B. Ruano
2012 B conf
Energy savings in HVAC systems using discrete model-based predictive control.
IJCNN
Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano
2012 — conf
Exploiting the Functional Training Approach in B-Splines.
CESCIT
António E. B. Ruano, Cristiano Cabrita, Pedro M. Ferreira, László T. Kóczy
2012 B conf
Extending the functional training approach for B-splines.
IJCNN
Cristiano Cabrita, António E. B. Ruano, Pedro M. Ferreira, László T. Kóczy
2012 — conf
Model Based Predictive Control of HVAC Systems for Human Thermal Comfort and Energy Consumption Minimisation.
CESCIT
Pedro M. Ferreira, Sérgio Manuel Ferreira da Silva, António E. B. Ruano
2012 B conf
Neural network PMV estimation for model-based predictive control of HVAC systems.
IJCNN
Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano, Aldric T. Negrier, Eusebio Z. E. Conceicao
2009 — conf
Evolving RBF predictive models to forecast the Portuguese electricity consumption.
ICONS
Pedro M. Ferreira, António E. B. Ruano, Rui Pestana, László T. Kóczy
2009 J jnl
Online Sliding-Window Methods for Process Model Adaptation.
IEEE Trans. Instrum. Meas.
Pedro M. Ferreira, António E. B. Ruano
2008 B conf
Application of computational intelligence methods to greenhouse environmental modelling.
IJCNN
Pedro M. Ferreira, António E. B. Ruano
2002 J jnl
Neural network models in greenhouse air temperature prediction.
Neurocomputing
Pedro M. Ferreira, Eugénio de Araújo Faria, António E. B. Ruano