Developing a machine learning integrated e-procurement system for Nigerian public procuring entities

MA Yamusa, YM Ibrahim, M Abdullahi… - International …, 2024 - inderscienceonline.com
Public procuring entities globally have been adopting the digitised approach in order to
improve efficiency. However, existing systems have been found to be fragmented and …

Development of machine learning models for categorisation of Nigerian Government's procurement spending to UNSPSC procurement taxonomy

B Abdullahi, YM Ibrahim, AD Ibrahim… - International …, 2024 - inderscienceonline.com
Public procurement spending in Nigeria are usually documented and presented in non-
standardised formats. This manifests in spends categorisation and classification …

Residential Tenants Classification: A Test of Performance of Five Selected Artificial Neural Networks training Algorithms

AO Adewusi, JA Oguntokun - IJO-International Journal of Business …, 2021 - ijojournals.com
Personal judgment of the property manager and traditional statistical methods are often
used in reaching decisions on tenant selection, however, these methods have continued to …

Residential Rental Applications Screening: A Comparative Performance of Feedforward And Recursive Neural Networks Architectures

JA Oguntokun, AO Adewusi - Moroccan Journal of Quantitative and …, 2023 - revues.imist.ma
This paper examines the application of Neural Network architectures and training algorithms
in the rental application screening within the Nigerian property market. The study compares …