Publications
#GNNS, #LLMs, #Word_co-occurrence, #Affective_computing
August 2024 | Submitted
Can the attention coefficients of large language models replace word co-occurrence graphs?
João Pimentel, supervised by Frank Rudzicz | Research aptitude project | Faculty of computer science | Dalhousie University
#Fish_Farming #Forecasting #Machine_Learning #Time_Series
July 2024 | Published
Forecasting ocean hypoxia in salmonid fish farms
Vitor Cerqueira, João Pimentel, Jennie Korus, Francisco Bravo, Joana Amorim, Mariana Oliveira, Andrew Swanson, Ramon Filguera, Jon Grant and Luís Torgo | Refereed journal | Frontiers in Aquaculture, Frontiers
#Exoplanet_Detection #Feature_Engineering #Feature_Extraction #Machine_Learning
May 2024 | Published
Feature Extraction for Exoplanet Detection
João Pimentel, Joana Amorim and Frank Rudzicz | Refereed journal | International Journal of Data Science and Analytics, Springer Nature
#Interpretability #Machine_Learning #Performance_Analysis #Regression
August 2022 | Published
Subgroup Mining for Performance Analysis of Regression Models
João Pimentel, Paulo J. Azevedo and Luís Torgo | Refereed journal | Expert Systems, Wiley Online Library
#Interpretability #Machine_Learning #Performance_Analysis #Regression
August 2021 | Published
Machine Learning Interpretability in a Context of Black Box Regression Models
João Pimentel, supervised by Paulo J. Azevedo | MSc Dissertation | School of Engineering | University of Minho