Bruno Fernandes

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Input Variables

Wastewater Treatment

Convolutional Neural Networks

Top Venues

Publications

Pedro Fernandes, Cesar Analide, Bruno Fernandes
Activity Recognition in Smartphones Using Non-Intrusive Sensors. ICAART (3) (2024)
Bruno Fernandes, André Diogo, Fábio Silva, José Neves, Cesar Analide
KnowLedger - A Multi-Agent System Blockchain for Smart Cities Data. AAMAS (2022)
Bruno Fernandes, Paulo Novais, Cesar Analide
A Multi-Agent System for Automated Machine Learning. AAMAS (2022)
Pedro Machado, Bruno Fernandes, Paulo Novais
Benchmarking Data Augmentation Techniques for Tabular Data. IDEAL (2022)
Diogo Gigante, Pedro Filipe Oliveira, Bruno Fernandes, Frederico Lopes, Paulo Novais
Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants. HAIS (2021)
Carlos Faria, Pedro Filipe Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Paulo Novais
A Tree-Based Approach to Forecast the Total Nitrogen in Wastewater Treatment Plants. DCAI (1) (2021)
Pedro Filipe Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Paulo Novais
Evaluating Unidimensional Convolutional Neural Networks to Forecast the Influent pH of Wastewater Treatment Plants. IDEAL (2021)
Carolina Silva, Bruno Fernandes, Pedro Filipe Oliveira, Paulo Novais
Using Machine Learning to Forecast Air and Water Quality. ICAART (2) (2021)
João Palmeira, José Ramos, Rafael Silva, Bruno Fernandes, Cesar Analide
A Machine Learning Approach to Forecast the Safest Period for Outdoor Sports. IDEAL (1) (2020)
Pedro Filipe Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Cesar Analide, Paulo Novais
A Deep Learning Approach to Forecast the Influent Flow in Wastewater Treatment Plants. IDEAL (1) (2020)
Pedro Filipe Oliveira, Bruno Fernandes, Cesar Analide, Paulo Novais
Multi-step Ultraviolet Index Forecasting Using Long Short-Term Memory Networks. DCAI (2020)
Manuel Rodrigues, Vasco Monteiro, Bruno Fernandes, Fábio Silva, Cesar Analide, Ricardo Santos
A gamification framework for getting residents closer to public institutions. J. Ambient Intell. Humaniz. Comput. 11 (11) (2020)
Bruno Fernandes, José Neves, Cesar Analide
SafeCity: A Platform for Safer and Smarter Cities. PAAMS (2020)
Bruno Fernandes, Fábio Silva, Héctor Alaiz-Moretón, Paulo Novais, José Neves, Cesar Analide
Long Short-Term Memory Networks for Traffic Flow Forecasting: Exploring Input Variables, Time Frames and Multi-Step Approaches. Informatica 31 (4) (2020)
Bruno Fernandes, Carlos Campos, José Neves, Cesar Analide
A Machine Learning Approach to Boredom Detection using Smartphone's Sensors. STAIRS@ECAI (2020)
Bruno Fernandes, Fábio Silva, Héctor Alaiz-Moretón, Paulo Novais, Cesar Analide, José Neves
Traffic Flow Forecasting on Data-Scarce Environments Using ARIMA and LSTM Networks. WorldCIST (1) (2019)
Bruno Fernandes, Henrique Vicente, Jorge Ribeiro, António Capita, Cesar Analide, José Neves
Fully Informed Vulnerable Road Users: Simpler, Maybe Better. iiWAS (2019)
Bruno Fernandes, Henrique Vicente, Jorge Ribeiro, Cesar Analide, José Neves
Evolutionary Computation on Road Safety. HAIS (2018)
Bruno Fernandes, Fábio Silva, Cesar Analide, José Neves
Crowd Sensing for Urban Security in Smart Cities. J. Univers. Comput. Sci. 24 (3) (2018)
Bruno Fernandes, José Neves, Henrique Vicente, Cesar Analide
Towards Road Safety - A Social Perception. IntelliSys (2) (2018)
José Neves, Almeida Dias, Ana Morais, Francisca Fonseca, Patrícia Loreto, Victor Alves, Isabel Araújo, Joana Machado, Bruno Fernandes, Jorge Ribeiro, Cesar Analide, Filipa Ferraz, João Neves, Henrique Vicente
Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening. MIKE (2018)
Fábio Silva, Celestino Gonçalves, Bruno Fernandes, Tiago Oliveira
Introduction to CCSCS'2017. Intelligent Environments (Workshops) (2017)
Bruno Fernandes, José Neves, César Analide
Envisaging the Internet of People an Approach to the Vulnerable Road Users Problem. ISAmI (2017)
Bruno Fernandes, José Neves, Cesar Analide
Road Safety and Vulnerable Road Users - Internet of People Insights. SMARTGREENS (2017)
Bruno Fernandes, Mauro Freitas, Cesar Analide, Henrique Vicente, José Neves
Handling Default Data under a Case-based Reasoning Approach. ICAART (2) (2015)