Alexandra L’Heureux

Machine Learning With Big Data: Challenges and Approaches

Alexandra L’Heureux, Katarina Grolinger, Hany F. ElYamany et al. · IEEE Access · 2017 · 1K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Energy Forecasting for Event Venues: Big Data and Prediction Accuracy

Katarina Grolinger, Alexandra L’Heureux, Miriam A. M. Capretz et al. · Energy and Buildings · 2015 · 158 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18

Challenges for MapReduce in Big Data

Katarina Grolinger, M A Hayes, Wilson A. Higashino et al. · 2014 · 150 citations

Cluster Computing, Engineering, Machine Learning +12

Transformer-Based Model for Electrical Load Forecasting

Alexandra L’Heureux, Katarina Grolinger, Miriam A. M. Capretz · Energies · 2022 · 127 citations · Full text

Engineering, Load Forecasting, Recurrent Neural Network +17

A Gamification Framework for Sensor Data Analytics

Alexandra L’Heureux, Katarina Grolinger, Wilson A. Higashino et al. · 2017 · 25 citations

Engineering, Smart City, Data Infrastructure +23