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

Computing, Computer Science, Big Data Analytics +4

MLaaS: Machine Learning as a Service

Mauro C. C. Ribeiro, Katarina Grolinger, Miriam A. M. Capretz · 2015 · 383 citations

Computing, Computer Science, Data Science +14

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 · 251 citations · Full text

Computing, Building Science, Computer Science +17

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 · 215 citations

Computing, Architectural Engineering, Building Science +13

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 · 162 citations · Full text

Computing, Building Science, Computer Science +17