Katarina Grolinger

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

Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network

Mohammad Navid Fekri, Harsh Patel, Katarina Grolinger et al. · Applied Energy · 2020 · 362 citations

Computing, Data Science, Forecasting +16

Data management in cloud environments: NoSQL and NewSQL data stores

Katarina Grolinger, Wilson A. Higashino, Abhinav Tiwari et al. · Journal of Cloud Computing Advances Systems and Applications · 2013 · 309 citations · Full text

Computing, Cloud Computing, Computer Science +17

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