David Hyland-Wood

A machine learning approach to circumventing the curse of dimensionality in discontinuous time series machine data

Oluseun Omotola Aremu, David Hyland-Wood, P. R. McĂree · Reliability Engineering & System Safety · 2019 · 72 citations

Engineering, Machine Learning, Data Science +11

A relative entropy based feature selection framework for asset data in predictive maintenance

Oluseun Omotola Aremu, Roya Cody, David Hyland-Wood et al. · Computers & Industrial Engineering · 2020 · 58 citations

Asset Data, Machine Learning, Data Science +12

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, P. R. McĂree · Advanced Engineering Informatics · 2019 · 36 citations

Engineering, Data Science, Life Prediction +11

Structuring Data for Intelligent Predictive Maintenance in Asset Management

Oluseun Omotola Aremu, Adrià Salvador Palau, Ajith Kumar Parlikad et al. · IFAC-PapersOnLine · 2018 · 35 citations · Full text

Toward a Software Maintenance Methodology using Semantic Web Techniques

David Hyland-Wood, David Carrington, Simon M. Kaplan · 2006 · 34 citations

Software Maintenance, Engineering, Ontology Engineering +16