Learning Patterns from Imbalanced Evolving Data Streams. - Manal Almuammar; Maria Fasli (IEEE BigData, 2018)

Deep Learning for Non-stationary Multivariate Time Series Forecasting. - Manal Almuammar; Maria Fasli (IEEE BigData, 2019)

Developing learning methods for non-stationary and imbalanced data streams. - Manal Almuammar (2020)