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 Assistant Professor 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

About Me



Profiling Microglia in a Mouse Model of Machado–Joseph Disease

Biomedicines

2022 | journal-article

A Multi-Agent System for Automated Machine Learning

International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS)

2022 | conference-paper

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

2022 | book-chapter

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

International Conference on Autonomous Agents and Multiagent Systems (AAMAS)

2022 | conference-paper

MorphData: Automating the data extraction process of morphological features of microglial cells in ImageJ

Journal of Open Research Software

2022 | journal-article

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

Pluggable.AI

2021 | spin-off-company

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

Universidade do Minho

2021 | dissertation-thesis

Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants

2021 | book-chapter

Using Machine Learning to Forecast Air and Water Quality

International Conference on Agents and Artificial Intelligence

2021 | conference-paper

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 Boredom Detection using Smartphone's Sensors

European Conference on Artificial Intelligence

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

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

Informatica

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

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

1st Interdisciplinary Summer School on Artificial Intelligence

2019 | conference-poster

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

A Multi-Agent System Blockchain for a Smart City

International Conference on Cyber-Technologies and Cyber-Systems (CYBER)

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

Handle default data with case-based reasoning: an approach to solve problem reports

Universidade do Minho

2014 | dissertation-thesis

Datasets4SocialGood @ github.com/brunofmf/Datasets4SocialGood

| data-set

MorphData is an open-source ImageJ plugin that automatizes the data extraction process of morphological features of single microglial cells, which can then be used to characterize microglia behavior in the brain of human patients or of animal models of neurological and psychiatric diseases. Available online at https://github.com/anabelacampos/MorphData

| research-technique

Profiling Microglia in a Mouse Model of Machado–Joseph Disease

Biomedicines

2022 | journal-article

A Multi-Agent System for Automated Machine Learning

International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS)

2022 | conference-paper

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

2022 | book-chapter

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

International Conference on Autonomous Agents and Multiagent Systems (AAMAS)

2022 | conference-paper

MorphData: Automating the data extraction process of morphological features of microglial cells in ImageJ

Journal of Open Research Software

2022 | journal-article

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

Pluggable.AI

2021 | spin-off-company

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

Universidade do Minho

2021 | dissertation-thesis

Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants

2021 | book-chapter

Using Machine Learning to Forecast Air and Water Quality

International Conference on Agents and Artificial Intelligence

2021 | conference-paper

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 Boredom Detection using Smartphone's Sensors

European Conference on Artificial Intelligence

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

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

Informatica

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

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

1st Interdisciplinary Summer School on Artificial Intelligence

2019 | conference-poster

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

A Multi-Agent System Blockchain for a Smart City

International Conference on Cyber-Technologies and Cyber-Systems (CYBER)

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

Handle default data with case-based reasoning: an approach to solve problem reports

Universidade do Minho

2014 | dissertation-thesis

Datasets4SocialGood @ github.com/brunofmf/Datasets4SocialGood

| data-set

MorphData is an open-source ImageJ plugin that automatizes the data extraction process of morphological features of single microglial cells, which can then be used to characterize microglia behavior in the brain of human patients or of animal models of neurological and psychiatric diseases. Available online at https://github.com/anabelacampos/MorphData

| research-technique


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