Bruno Fernandes

According to our database, Bruno Fernandes authored at least 26 papers between 2015 and 2024.

Collaborative distances:

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

2024

Activity Recognition in Smartphones Using Non-Intrusive Sensors.

Pedro Fernandes, Cesar Analide, Bruno Fernandes

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2022

Benchmarking Data Augmentation Techniques for Tabular Data.

Pedro Machado, Bruno Fernandes, Paulo Novais

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

A Multi-Agent System for Automated Machine Learning.

Bruno Fernandes, Paulo Novais, Cesar Analide

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

KnowLedger - A Multi-Agent System Blockchain for Smart Cities Data.

Bruno Fernandes, André Diogo, Fábio Silva, José Neves, Cesar Analide

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

The internet of people approach to road safety and vulnerable road users in smart cities

Bruno Filipe Martins Fernandes

PhD thesis, 2021

Evaluating Unidimensional Convolutional Neural Networks to Forecast the Influent pH of Wastewater Treatment Plants.

Pedro Filipe Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Paulo Novais

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Using Machine Learning to Forecast Air and Water Quality.

Carolina Silva, Bruno Fernandes, Pedro Filipe Oliveira, Paulo Novais

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants.

Diogo Gigante, Pedro Filipe Oliveira, Bruno Fernandes, Frederico Lopes, Paulo Novais

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

A Tree-Based Approach to Forecast the Total Nitrogen in Wastewater Treatment Plants.

Carlos Faria, Pedro Filipe Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Paulo Novais

Proceedings of the Distributed Computing and Artificial Intelligence, 2021

2020

A gamification framework for getting residents closer to public institutions.

Manuel Rodrigues, Vasco Monteiro, Bruno Fernandes, Fábio Silva, Cesar Analide, Ricardo Santos

J. Ambient Intell. Humaniz. Comput., 2020

Long Short-Term Memory Networks for Traffic Flow Forecasting: Exploring Input Variables, Time Frames and Multi-Step Approaches.

Bruno Fernandes, Fábio Silva, Héctor Alaiz-Moretón, Paulo Novais, José Neves, Cesar Analide

Informatica, 2020

SafeCity: A Platform for Safer and Smarter Cities.

Bruno Fernandes, José Neves, Cesar Analide

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection, 2020

A Machine Learning Approach to Forecast the Safest Period for Outdoor Sports.

João Palmeira, José Ramos, Rafael Silva, Bruno Fernandes, Cesar Analide

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

A Deep Learning Approach to Forecast the Influent Flow in Wastewater Treatment Plants.

Pedro Filipe Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Cesar Analide, Paulo Novais

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

A Machine Learning Approach to Boredom Detection using Smartphone's Sensors.

Bruno Fernandes, Carlos Campos, José Neves, Cesar Analide

Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

Multi-step Ultraviolet Index Forecasting Using Long Short-Term Memory Networks.

Pedro Filipe Oliveira, Bruno Fernandes, Cesar Analide, Paulo Novais

Proceedings of the Distributed Computing and Artificial Intelligence, 2020

2019

Traffic Flow Forecasting on Data-Scarce Environments Using ARIMA and LSTM Networks.

Bruno Fernandes, Fábio Silva, Héctor Alaiz-Moretón, Paulo Novais, Cesar Analide, José Neves

Proceedings of the New Knowledge in Information Systems and Technologies, 2019

Fully Informed Vulnerable Road Users: Simpler, Maybe Better.

Bruno Fernandes, Henrique Vicente, Jorge Ribeiro, António Capita, Cesar Analide, José Neves

Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

2018

Crowd Sensing for Urban Security in Smart Cities.

Bruno Fernandes, Fábio Silva, Cesar Analide, José Neves

J. Univers. Comput. Sci., 2018

Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening.

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

Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Towards Road Safety - A Social Perception.

Bruno Fernandes, José Neves, Henrique Vicente, Cesar Analide

Proceedings of the Intelligent Systems and Applications, 2018

Evolutionary Computation on Road Safety.

Bruno Fernandes, Henrique Vicente, Jorge Ribeiro, Cesar Analide, José Neves

Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017

Road Safety and Vulnerable Road Users - Internet of People Insights.

Bruno Fernandes, José Neves, Cesar Analide

Proceedings of the SMARTGREENS 2017, 2017

Envisaging the Internet of People an Approach to the Vulnerable Road Users Problem.

Bruno Fernandes, José Neves, César Analide

Proceedings of the Ambient Intelligence - Software and Applications, 2017

Introduction to CCSCS'2017.

Fábio Silva, Celestino Gonçalves, Bruno Fernandes, Tiago Oliveira

Proceedings of the Intelligent Environments 2017, 2017

2015

Handling Default Data under a Case-based Reasoning Approach.

Bruno Fernandes, Mauro Freitas, Cesar Analide, Henrique Vicente, José Neves

Proceedings of the ICAART 2015, 2015