Algoritmi | User | Pedro José Costa de Oliveira

Pedro José Costa de Oliveira

Pedro José Costa de Oliveira

At Algoritmi

Assistant Researcher with MSc

Member of the CST R&D Group

Member of the ISLab R&D Lab

Academic Degree

MSc

Current Position

Other at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

pedro.jose.oliveira@algoritmi.uminho.pt

Orcid

0000-0001-7143-5413

Researcher ID

Ciência ID

7A1C-0C2F-E5BD

Google Scholar

h-index

4

Publications

21

Editorial

0

Citations

98

Q1 / Q2

0

About Me



A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments

2025 | book-chapter

Efficiency of the Transformer Model in Time Series Forecasting: A Case Study in Wastewater Treatment Plants

2025 | book-chapter

Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting

2025 | book-chapter

A Self-Organizing Map Clustering Approach to Support Territorial Zoning

2024 | book-chapter

Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant

Lecture Notes in Networks and Systems

2024 | journal-article

Geothermal Heat Exchanger’s Temperature Input Sensor Prediction Based on Deep Learning Modelling Technique

2024 | book-chapter

Next-Generation Surveillance: Exploring the Intersection of Artificial Intelligence and Security

Lecture Notes in Networks and Systems

2024 | journal-article

Conception and evaluation of anomaly detection models for monitoring analytical parameters in wastewater treatment plants

AI Communications

2023 | journal-article

A Review of Computational Modeling in Wastewater Treatment Processes

ACS ES&T Water

2023 | journal-article

A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications

Sensors

2023 | journal-article

Cost-Sensitive Learning and Threshold-Moving Approach to Improve Industrial Lots Release Process on Imbalanced Datasets

2023 | book-chapter

Image Classification Understanding with Model Inspector Tool

Lecture Notes in Computer Science

2023 | journal-article

Using Deep Learning Models to Predict the Electrical Conductivity of the Influent in a Wastewater Treatment Plant

Intelligent Data Engineering and Automated Learning - IDEAL: International Conference, Proceedings. Lecture Notes in Computer Science (14404)

2023 | journal-article

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

2022 | book-chapter

Applying Anomaly Detection Models in Wastewater Management: A Case Study of Nitrates Concentration in the Effluent

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

Using Machine Learning to Forecast Air and Water Quality

International Conference on Agents and Artificial Intelligence (ICAART)

2021 | conference-paper

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

2020 | book-chapter

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

Init End Change Value

A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments

2025 | book-chapter

Efficiency of the Transformer Model in Time Series Forecasting: A Case Study in Wastewater Treatment Plants

2025 | book-chapter

Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting

2025 | book-chapter

A Self-Organizing Map Clustering Approach to Support Territorial Zoning

2024 | book-chapter

Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant

Lecture Notes in Networks and Systems

2024 | journal-article

Geothermal Heat Exchanger’s Temperature Input Sensor Prediction Based on Deep Learning Modelling Technique

2024 | book-chapter

Next-Generation Surveillance: Exploring the Intersection of Artificial Intelligence and Security

Lecture Notes in Networks and Systems

2024 | journal-article

Conception and evaluation of anomaly detection models for monitoring analytical parameters in wastewater treatment plants

AI Communications

2023 | journal-article

A Review of Computational Modeling in Wastewater Treatment Processes

ACS ES&T Water

2023 | journal-article

A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications

Sensors

2023 | journal-article

Cost-Sensitive Learning and Threshold-Moving Approach to Improve Industrial Lots Release Process on Imbalanced Datasets

2023 | book-chapter

Image Classification Understanding with Model Inspector Tool

Lecture Notes in Computer Science

2023 | journal-article

Using Deep Learning Models to Predict the Electrical Conductivity of the Influent in a Wastewater Treatment Plant

Intelligent Data Engineering and Automated Learning - IDEAL: International Conference, Proceedings. Lecture Notes in Computer Science (14404)

2023 | journal-article

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

2022 | book-chapter

Applying Anomaly Detection Models in Wastewater Management: A Case Study of Nitrates Concentration in the Effluent

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

Using Machine Learning to Forecast Air and Water Quality

International Conference on Agents and Artificial Intelligence (ICAART)

2021 | conference-paper

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

2020 | book-chapter

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

Start End Term Value
This user account status is Approved