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Oluseun Aremu
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Year
A machine learning approach to circumventing the curse of dimensionality in discontinuous time series machine data
OO Aremu, D Hyland-Wood, PR McAree
Reliability Engineering & System Safety 195, 106706, 2020
552020
A relative entropy based feature selection framework for asset data in predictive maintenance
OO Aremu, RA Cody, D Hyland-Wood, PR McAree
Computers & Industrial Engineering 145, 106536, 2020
432020
Exploring the relationship between data science and circular economy: an enhanced CRISP-DM process model
E Kristoffersen, OO Aremu, F Blomsma, P Mikalef, J Li
Digital Transformation for a Sustainable Society in the 21st Century: 18th …, 2019
432019
Structuring Data for Intelligent Predictive Maintenance in Asset Management
O Aremu, A Salvador Palau, AKN Parlikad, D Hyland-Wood, PR McAree
392018
A Relative Entropy Weibull-SAX framework for health indices construction and health stage division in degradation modeling of multivariate time series asset data
OO Aremu, D Hyland-Wood, PR McAree
Advanced Engineering Informatics 40, 121-134, 2019
222019
Kullback-leibler divergence constructed health indicator for data-driven predictive maintenance of multi-sensor systems
OO Aremu, DO O’Reilly, D Hyland-Wood, PR McAree
2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019
92019
Achieving a representation of asset data conducive to machine learning driven predictive maintenance
O Aremu
32020
Machine learning-based embedding for discontinuous time series machine data
OO Aremu, D Hyland-Wood, PR McAree
2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019
32019
System and Method for Controlling a Machine
O Aremu, M Schilling
US Patent 10234856B2, 2019
2019
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Articles 1–9