Miriam A. M. Capretz

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

MLaaS: Machine Learning as a Service

Mauro C. C. Ribeiro, Katarina Grolinger, Miriam A. M. Capretz · 2015 · 378 citations

Artificial Intelligence, Engineering, Machine Learning +20

An ensemble learning framework for anomaly detection in building energy consumption

Daniel B. Araya, Katarina Grolinger, Hany F. ElYamany et al. · Energy and Buildings · 2017 · 245 citations · Full text

Anomaly Detection Capacity, Building Operation, Anomaly Detection +22

Transfer learning with seasonal and trend adjustment for cross-building energy forecasting

Mauro C. C. Ribeiro, Katarina Grolinger, Hany F. ElYamany et al. · Energy and Buildings · 2018 · 205 citations

Forecasting Methodology, Engineering, Data Science +10

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