Pedro M. Ferreira

According to our database, Pedro M. Ferreira authored at least 28 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evaluation of LLM Chatbots for OSINT-based Cyberthreat Awareness.

Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira

CoRR, 2024

2021

Optimized Design of Neural Networks for a River Water Level Prediction System.

Miriam López Lineros, Antonio Madueño Luna, Pedro M. Ferreira, António E. B. Ruano

Sensors, 2021

Processing tweets for cybersecurity threat awareness.

Fernando Alves, Aurélien Bettini, Pedro M. Ferreira, Alysson Bessani

Inf. Syst., 2021

Building Appliances Energy Performance Assessment.

Zygimantas Jasiunas, Pedro M. Ferreira, José Cecílio

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural Networks.

Frederico Apolónia, Pedro M. Ferreira, José Cecílio

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace.

Ricardo Gamelas Sousa, Pedro Miguel Ferreira, Pedro Moreira Costa, Pedro Azevedo, João Paulo Costeira, Carlos Santiago, João Magalhães, David Semedo, Rafael Ferreira, Alexander I. Rudnicky, Alexander G. Hauptmann

Proceedings of the MuCAI'21: Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI, 2021

2020

Evaluation of LoRa Technology in Flooding Prevention Scenarios.

José Cecílio, Pedro Miguel Ferreira, António Casimiro

Sensors, 2020

Towards end-to-end Cyberthreat Detection from Twitter using Multi-Task Learning.

Nuno Dionísio, Fernando Alves, Pedro M. Ferreira, Alysson Bessani

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Follow the Blue Bird: A Study on Threat Data Published on Twitter.

Fernando Alves, Ambrose Andongabo, Ilir Gashi, Pedro M. Ferreira, Alysson Bessani

Proceedings of the Computer Security - ESORICS 2020, 2020

Second International Workshop on Data-Centric Dependability and Security (DCDS).

Ibéria Medeiros, Ilir Gashi, Michael Kamp, Pedro Ferreira

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2020

2019

Cyberthreat Detection from Twitter using Deep Neural Networks.

Nuno Dionísio, Fernando Alves, Pedro Miguel Ferreira, Alysson Bessani

Proceedings of the International Joint Conference on Neural Networks, 2019

Design of a Classification Model for a Twitter-Based Streaming Threat Monitor.

Fernando Alves, Pedro Miguel Ferreira, Alysson Bessani

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2019

2016

A convex hull-based data selection method for data driven models.

Hamid Reza Khosravani, António E. B. Ruano, Pedro M. Ferreira

Appl. Soft Comput., 2016

Unsupervised entropy-based selection of data sets for improved model fitting.

Pedro M. Ferreira

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

An Intelligent Weather Station.

Gonçalo Mestre, António E. B. Ruano, Helder Duarte, Sergio Silva, Hamid Reza Khosravani, Shabnam Pesteh, Pedro M. Ferreira, Ricardo Horta

Sensors, 2015

2014

Seismic detection using support vector machines.

António E. B. Ruano, Guilherme Madureira, Ozias Barros, Hamid Reza Khosravani, M. Graça Ruano, Pedro M. Ferreira

Neurocomputing, 2014

2013

A Support Vector Machine Seismic Detector for Early-Warning Applications.

António E. B. Ruano, Guilherme Madureira, Ozias Barros, Hamid Reza Khosravani, Maria da Graça Ruano, Pedro M. Ferreira

Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

Forecasting the Portuguese Electricity Consumption Using Least-Squares Support Vector Machines.

Pedro M. Ferreira, Isaura Denise Cuambe, António E. B. Ruano, Rui Pestana

Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

2012

A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature.

Pedro M. Ferreira, João M. Gomes, Igor A. C. Martins, António E. B. Ruano

Sensors, 2012

Neural network PMV estimation for model-based predictive control of HVAC systems.

Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano, Aldric T. Negrier, Eusebio Z. E. Conceicao

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Energy savings in HVAC systems using discrete model-based predictive control.

Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Extending the functional training approach for B-splines.

Cristiano Cabrita, António E. B. Ruano, Pedro M. Ferreira, László T. Kóczy

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Exploiting the Functional Training Approach in B-Splines.

António E. B. Ruano, Cristiano Cabrita, Pedro M. Ferreira, László T. Kóczy

Proceedings of the 1st Conference on Embedded Systems, 2012

Model Based Predictive Control of HVAC Systems for Human Thermal Comfort and Energy Consumption Minimisation.

Pedro M. Ferreira, Sérgio Manuel Ferreira da Silva, António E. B. Ruano

Proceedings of the 1st Conference on Embedded Systems, 2012

2009

Online Sliding-Window Methods for Process Model Adaptation.

Pedro M. Ferreira, António E. B. Ruano

IEEE Trans. Instrum. Meas., 2009

Evolving RBF predictive models to forecast the Portuguese electricity consumption.

Pedro M. Ferreira, António E. B. Ruano, Rui Pestana, László T. Kóczy

Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009

2008

Application of computational intelligence methods to greenhouse environmental modelling.

Pedro M. Ferreira, António E. B. Ruano

Proceedings of the International Joint Conference on Neural Networks, 2008

2002

Neural network models in greenhouse air temperature prediction.

Pedro M. Ferreira, Eugénio de Araújo Faria, António E. B. Ruano

Neurocomputing, 2002