This user account status is Approved
Algoritmi | User | Bruno Filipe Martins Fernandes

Bruno Filipe Martins Fernandes

Bruno Filipe Martins Fernandes

At Algoritmi

Research Collaborator with PhD

Member of the CST R&D Group

Member of the ISLab R&D Lab

Academic Degree

PhD

Current Position

Invited Teaching Assistant at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

bruno.fernandes@algoritmi.uminho.pt

Orcid

0000-0003-1561-2897

Researcher ID

FCT Public Key

J645108cvfhq

Ciência ID

AD15-4469-46BF

Google Scholar

BNj_fxEAAAAJ

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

2022 | book-chapter

Forecasting Energy Consumption of Wastewater Treatment Plants with a Transfer Learning Approach for Sustainable Cities

Electronics

2021 | journal-article

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

2021 | book-chapter

Multi-step ultraviolet index forecasting using long short-term memory networks

Advances in Intelligent Systems and Computing

2021 | book

Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants

2021 | book-chapter

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

2020 | book-chapter

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

9th European Starting AI Researchers’ Symposium (STAIRS)

2020 | conference-paper

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

2020 | book-chapter

An adjective selection personality assessment method using gradient boosting machine learning

Processes

2020 | journal-article

SafeCity: A Platform for Safer and Smarter Cities

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020 | book

Sensing of IoT environments using BeagleBone with learning purposes

XL Jornadas de Automática: libro de actas

2019 | conference-paper

A gamification framework for getting residents closer to public institutions

Journal of Ambient Intelligence and Humanized Computing

2019 | journal-article

Fully informed vulnerable road users: Simpler, maybe better

ACM International Conference Proceeding Series

2019 | conference-paper

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

Advances in Intelligent Systems and Computing

2019 | book

A Multi-Agent System Blockchain for a Smart City

3rd Conference on Cyber-Technologies and Cyber-Systems

2018 | conference-paper

Crowd sensing for urban security in smart cities

Journal of Universal Computer Science

2018 | journal-article

Evolutionary computation on road safety

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018 | book

Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018 | book

Towards road safety a social perception

Advances in Intelligent Systems and Computing

2018 | book

Envisaging the internet of people an approach to the vulnerable road users problem

Advances in Intelligent Systems and Computing

2017 | book

Road safety and vulnerable road users internet of people insights

SMARTGREENS 2017 - Proceedings of the 6th International Conference on Smart Cities and Green ICT Systems

2017 | conference-paper

Handling default data under a case-based reasoning approach

ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings

2015 | conference-paper

Datasets4SocialGood @ github.com/brunofmf/Datasets4SocialGood

| data-set

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

2022 | book-chapter

Forecasting Energy Consumption of Wastewater Treatment Plants with a Transfer Learning Approach for Sustainable Cities

Electronics

2021 | journal-article

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

2021 | book-chapter

Multi-step ultraviolet index forecasting using long short-term memory networks

Advances in Intelligent Systems and Computing

2021 | book

Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants

2021 | book-chapter

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

2020 | book-chapter

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

9th European Starting AI Researchers’ Symposium (STAIRS)

2020 | conference-paper

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

2020 | book-chapter

An adjective selection personality assessment method using gradient boosting machine learning

Processes

2020 | journal-article

SafeCity: A Platform for Safer and Smarter Cities

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020 | book

Sensing of IoT environments using BeagleBone with learning purposes

XL Jornadas de Automática: libro de actas

2019 | conference-paper

A gamification framework for getting residents closer to public institutions

Journal of Ambient Intelligence and Humanized Computing

2019 | journal-article

Fully informed vulnerable road users: Simpler, maybe better

ACM International Conference Proceeding Series

2019 | conference-paper

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

Advances in Intelligent Systems and Computing

2019 | book

A Multi-Agent System Blockchain for a Smart City

3rd Conference on Cyber-Technologies and Cyber-Systems

2018 | conference-paper

Crowd sensing for urban security in smart cities

Journal of Universal Computer Science

2018 | journal-article

Evolutionary computation on road safety

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018 | book

Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018 | book

Towards road safety a social perception

Advances in Intelligent Systems and Computing

2018 | book

Envisaging the internet of people an approach to the vulnerable road users problem

Advances in Intelligent Systems and Computing

2017 | book

Road safety and vulnerable road users internet of people insights

SMARTGREENS 2017 - Proceedings of the 6th International Conference on Smart Cities and Green ICT Systems

2017 | conference-paper

Handling default data under a case-based reasoning approach

ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings

2015 | conference-paper

Datasets4SocialGood @ github.com/brunofmf/Datasets4SocialGood

| data-set