Exploring the Relationship Between Data Science and Circular Economy: An Enhanced CRISP-DM Process Model. - Eivind Kristoffersen; Oluseun Omotola Aremu; Fenna Blomsma; Patrick Mikalef; Jingyue Li (I3E, 2019)

Machine Learning-Based Embedding for Discontinuous Time Series Machine Data. - Oluseun Omotola Aremu; David Hyland-Wood; Peter Ross McAree (INDIN, 2019)

Kullback-Leibler Divergence Constructed Health Indicator for Data-Driven Predictive Maintenance of Multi-Sensor Systems. - Oluseun Omotola Aremu; Darren O. O'Reilly; David Hyland-Wood; Peter Ross McAree (INDIN, 2019)

A Relative Entropy Weibull-SAX framework for health indices construction and health stage division in degradation modeling of multivariate time series asset data. - Oluseun Omotola Aremu; David Hyland-Wood; Peter Ross McAree (Adv. Eng. Informatics, 2019)

A relative entropy based feature selection framework for asset data in predictive maintenance. - Oluseun Omotola Aremu; Roya Allison Cody; David Hyland-Wood; Peter Ross McAree (Comput. Ind. Eng., 2020)

A machine learning approach to circumventing the curse of dimensionality in discontinuous time series machine data. - Oluseun Omotola Aremu; David Hyland-Wood; Peter Ross McAree (Reliab. Eng. Syst. Saf., 2020)