Pedro M. Ferreira

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 10

Top Topics

Energy Management

Top Venues

PKDD/ECML Workshops (2)

Publications

Miracle Aniakor, Vinicius Vielmo Cogo, Pedro M. Ferreira
A Survey on Semantic Modeling for Building Energy Management. CoRR (2024)
Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira
Evaluation of LLM Chatbots for OSINT-based Cyberthreat Awareness. CoRR (2024)
Zygimantas Jasiunas, Pedro M. Ferreira, José Cecílio
Building Appliances Energy Performance Assessment. PKDD/ECML Workshops (2) (2021)
Miriam López Lineros, Antonio Madueño Luna, Pedro M. Ferreira, António E. B. Ruano
Optimized Design of Neural Networks for a River Water Level Prediction System. Sensors 21 (19) (2021)
Fernando Alves, Aurélien Bettini, Pedro M. Ferreira, Alysson Bessani
Processing tweets for cybersecurity threat awareness. Inf. Syst. 95 (2021)
Frederico Apolónia, Pedro M. Ferreira, José Cecílio
Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural Networks. PKDD/ECML Workshops (2) (2021)
Fernando Alves, Ambrose Andongabo, Ilir Gashi, Pedro M. Ferreira, Alysson Bessani
Follow the Blue Bird: A Study on Threat Data Published on Twitter. ESORICS (1) (2020)
Nuno Dionísio, Fernando Alves, Pedro M. Ferreira, Alysson Bessani
Towards end-to-end Cyberthreat Detection from Twitter using Multi-Task Learning. IJCNN (2020)
Pedro M. Ferreira
Unsupervised entropy-based selection of data sets for improved model fitting. IJCNN (2016)
Hamid Reza Khosravani, António E. B. Ruano, Pedro M. Ferreira
A convex hull-based data selection method for data driven models. Appl. Soft Comput. 47 (2016)
Gonçalo Mestre, António E. B. Ruano, Helder Duarte, Sergio Silva, Hamid Reza Khosravani, Shabnam Pesteh, Pedro M. Ferreira, Ricardo Horta
An Intelligent Weather Station. Sensors 15 (12) (2015)
António E. B. Ruano, Guilherme Madureira, Ozias Barros, Hamid Reza Khosravani, M. Graça Ruano, Pedro M. Ferreira
Seismic detection using support vector machines. Neurocomputing 135 (2014)
Pedro M. Ferreira, Isaura Denise Cuambe, António E. B. Ruano, Rui Pestana
Forecasting the Portuguese Electricity Consumption Using Least-Squares Support Vector Machines. ICONS (2013)
António E. B. Ruano, Guilherme Madureira, Ozias Barros, Hamid Reza Khosravani, Maria da Graça Ruano, Pedro M. Ferreira
A Support Vector Machine Seismic Detector for Early-Warning Applications. ICONS (2013)
Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano
Energy savings in HVAC systems using discrete model-based predictive control. IJCNN (2012)
António E. B. Ruano, Cristiano Cabrita, Pedro M. Ferreira, László T. Kóczy
Exploiting the Functional Training Approach in B-Splines. CESCIT (2012)
Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano, Aldric T. Negrier, Eusebio Z. E. Conceicao
Neural network PMV estimation for model-based predictive control of HVAC systems. IJCNN (2012)
Pedro M. Ferreira, Sérgio Manuel Ferreira da Silva, António E. B. Ruano
Model Based Predictive Control of HVAC Systems for Human Thermal Comfort and Energy Consumption Minimisation. CESCIT (2012)
Pedro M. Ferreira, João M. Gomes, Igor A. C. Martins, António E. B. Ruano
A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature. Sensors 12 (11) (2012)
Cristiano Cabrita, António E. B. Ruano, Pedro M. Ferreira, László T. Kóczy
Extending the functional training approach for B-splines. IJCNN (2012)
Pedro M. Ferreira, António E. B. Ruano
Online Sliding-Window Methods for Process Model Adaptation. IEEE Trans. Instrum. Meas. 58 (9) (2009)
Pedro M. Ferreira, António E. B. Ruano, Rui Pestana, László T. Kóczy
Evolving RBF predictive models to forecast the Portuguese electricity consumption. ICONS (2009)
Pedro M. Ferreira, António E. B. Ruano
Application of computational intelligence methods to greenhouse environmental modelling. IJCNN (2008)
Pedro M. Ferreira, Eugénio de Araújo Faria, António E. B. Ruano
Neural network models in greenhouse air temperature prediction. Neurocomputing 43 (1-4) (2002)