Neural network models in greenhouse air temperature prediction. - Pedro M. Ferreira 001; Eugénio de Araújo Faria; António E. B. Ruano (Neurocomputing, 2002)

Application of computational intelligence methods to greenhouse environmental modelling. - Pedro M. Ferreira 001; António E. B. Ruano (IJCNN, 2008)

Evolving RBF predictive models to forecast the Portuguese electricity consumption. - Pedro M. Ferreira 001; António E. B. Ruano; Rui Pestana; László T. Kóczy (ICONS, 2009)

Online Sliding-Window Methods for Process Model Adaptation. - Pedro M. Ferreira 001; António E. B. Ruano (IEEE Trans. Instrum. Meas., 2009)

Model Based Predictive Control of HVAC Systems for Human Thermal Comfort and Energy Consumption Minimisation. - Pedro M. Ferreira 001; Sérgio Manuel Ferreira da Silva; António E. B. Ruano (CESCIT, 2012)

Exploiting the Functional Training Approach in B-Splines. - António E. B. Ruano; Cristiano Cabrita; Pedro M. Ferreira 001; László T. Kóczy (CESCIT, 2012)

Extending the functional training approach for B-splines. - Cristiano Cabrita; António E. B. Ruano; Pedro M. Ferreira 001; László T. Kóczy (IJCNN, 2012)

Energy savings in HVAC systems using discrete model-based predictive control. - Pedro M. Ferreira 001; Sérgio M. Silva; António E. B. Ruano (IJCNN, 2012)

Neural network PMV estimation for model-based predictive control of HVAC systems. - Pedro M. Ferreira 001; Sérgio M. Silva; António E. B. Ruano; Aldric T. Negrier; Eusebio Z. E. Conceicao (IJCNN, 2012)

A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature. - Pedro M. Ferreira 001; João M. Gomes; Igor A. C. Martins; António E. B. Ruano (Sensors, 2012)

Forecasting the Portuguese Electricity Consumption Using Least-Squares Support Vector Machines. - Pedro M. Ferreira 001; Isaura Denise Cuambe; António E. B. Ruano; Rui Pestana (ICONS, 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 001 (ICONS, 2013)

Seismic detection using support vector machines. - António E. B. Ruano; Guilherme Madureira; Ozias Barros; Hamid Reza Khosravani; M. Graça Ruano; Pedro M. Ferreira 001 (Neurocomputing, 2014)

Asymmetric Peer Influence in Smartphone Adoption in a Large Mobile Network. - Qiwei Han; Pedro Ferreira 005; João Paulo Costeira (ICMB, 2015)

An Intelligent Weather Station. - Gonçalo Mestre; António E. B. Ruano; Helder Duarte; Sergio Silva; Hamid Reza Khosravani; Shabnam Pesteh; Pedro M. Ferreira 001; Ricardo Horta (Sensors, 2015)

Unsupervised entropy-based selection of data sets for improved model fitting. - Pedro M. Ferreira 001 (IJCNN, 2016)

A convex hull-based data selection method for data driven models. - Hamid Reza Khosravani; António E. B. Ruano; Pedro M. Ferreira 001 (Appl. Soft Comput., 2016)

Design of a Classification Model for a Twitter-Based Streaming Threat Monitor. - Fernando Alves; Pedro Miguel Ferreira; Alysson Bessani (DSN Workshops, 2019)

Cyberthreat Detection from Twitter using Deep Neural Networks. - Nuno Dionísio; Fernando Alves; Pedro Miguel Ferreira; Alysson Bessani (IJCNN, 2019)

Second International Workshop on Data-Centric Dependability and Security (DCDS). - Ibéria Medeiros; Ilir Gashi; Michael Kamp; Pedro Ferreira 005 (DSN Workshops, 2020)

Follow the Blue Bird: A Study on Threat Data Published on Twitter. - Fernando Alves; Ambrose Andongabo; Ilir Gashi; Pedro M. Ferreira 001; Alysson Bessani (ESORICS (1), 2020)

Towards end-to-end Cyberthreat Detection from Twitter using Multi-Task Learning. - Nuno Dionísio; Fernando Alves; Pedro M. Ferreira 001; Alysson Bessani (IJCNN, 2020)

Evaluation of LoRa Technology in Flooding Prevention Scenarios. - José Cecílio; Pedro Miguel Ferreira; António Casimiro (Sensors, 2020)

Third International Workshop on Data-Centric Dependability and Security (DCDS). - Ibéria Medeiros; Ilir Gashi; Michael Kamp; Pedro Ferreira 005 (DSN Workshops, 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 003; Alexander I. Rudnicky; Alexander G. Hauptmann (MuCAI @ ACM Multimedia, 2021)

Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural Networks. - Frederico Apolónia; Pedro M. Ferreira 001; José Cecílio (PKDD/ECML Workshops (2), 2021)

Building Appliances Energy Performance Assessment. - Zygimantas Jasiunas; Pedro M. Ferreira 001; José Cecílio (PKDD/ECML Workshops (2), 2021)

Processing tweets for cybersecurity threat awareness. - Fernando Alves; Aurélien Bettini; Pedro M. Ferreira 001; Alysson Bessani (Inf. Syst., 2021)

Optimized Design of Neural Networks for a River Water Level Prediction System. - Miriam López Lineros; Antonio Madueño Luna; Pedro M. Ferreira 001; António E. B. Ruano (Sensors, 2021)

Comparative Analysis of Cybersecurity Datasets in Industrial Control Systems. - Inês Martins; José Cecílio; Pedro Ferreira 005; Alan Oliveira (MetroInd4.0 & IoT, 2024)

Evaluation of LLM Chatbots for OSINT-based Cyberthreat Awareness. - Samaneh Shafee; Alysson Bessani; Pedro M. Ferreira 001 (CoRR, 2024)

Reconfigurable and Scalable Honeynet for Cyber-Physical Systems. - Luís Sousa; José Cecílio; Pedro Ferreira 005; Alan Oliveira (CoRR, 2024)

A Survey on Semantic Modeling for Building Energy Management. - Miracle Aniakor; Vinicius Vielmo Cogo; Pedro M. Ferreira 001 (CoRR, 2024)

Evaluation of LLM-based chatbots for OSINT-based Cyber Threat Awareness. - Samaneh Shafee; Alysson Bessani; Pedro M. Ferreira 001 (Expert Syst. Appl., 2025)

False Alarms, Real Damage: Adversarial Attacks Using LLM-based Models on Text-based Cyber Threat Intelligence Systems. - Samaneh Shafee; Alysson Bessani; Pedro M. Ferreira 001 (CoRR, 2025)