Algoritmi | User | Pedro José Costa de Oliveira

Pedro José Costa de Oliveira

Pedro José Costa de Oliveira

At LASI

Other with MSc

Member of the CALG R&D Unit

Academic Degree

MSc

Current Position

Other at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

pedro.jose.oliveira@lasi.iotech.pt

Orcid

0000-0001-7143-5413

Researcher ID

FCT Public Key

J8250917AqLz

Ciência ID

Google Scholar

About Me



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

Intelligent Systems and Applications: Proceedings of the Intelligent Systems Conference (IntelliSys). Lecture Notes in Networks and Systems (1066)

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

Hybrid Artificial Intelligent Systems: International Conference, HAIS, Proceedings. Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence (14001)

2023 | journal-article

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

2023 | book-chapter

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

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

Intelligent Systems and Applications: Proceedings of the Intelligent Systems Conference (IntelliSys). Lecture Notes in Networks and Systems (1066)

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

Hybrid Artificial Intelligent Systems: International Conference, HAIS, Proceedings. Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence (14001)

2023 | journal-article

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

2023 | book-chapter

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

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