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1-4 of 4
Keywords: Data mining
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Journal Articles
A hybrid machine learning approach for early cost estimation of pile foundations
Available to Purchase
Journal of Engineering, Design and Technology (2025) 23 (1): 306–322.
Published: 13 June 2023
... the uncertainties involved in the estimation for the purpose of bidding (Awuku et al., 2022). In the past, both ANN and data mining techniques have been independently applied for cost estimation in various projects. Despite the fact that each technique has resulted in a better model, there has been...
Journal Articles
The evaluation of wastewater treatment plant performance: a data mining approach
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Journal of Engineering, Design and Technology (2023) 21 (6): 1785–1802.
Published: 28 October 2021
...Tahmineh Aldaghi; Shima Javanmard Purpose This paper aims to evaluate the performance of the Mashhad No. 5 wastewater treatment plant (WWTP) using a combination of data mining (regression) algorithms and artificial neural networks. Design/methodology/approach In this research, the performance...
Journal Articles
Influence of factors on collapse risk of loess tunnel: a multi-index assessment model
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Journal of Engineering, Design and Technology (2018) 16 (5): 734–749.
Published: 04 October 2018
... and provides a reference for future studies. Data mining Extension theory Risk factors Collapse risk Loess tunnel Rough set theory Loess is widely distributed around the world, accounting for a tenth of the planet’s land area, and is located in forest grasslands, regular grasslands...
Journal Articles
Understanding the effects of environmental factors on building energy efficiency designs and credits: Case studies using data mining and real-time data
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Journal of Engineering, Design and Technology (2017) 15 (03): 270–285.
Published: 05 June 2017
... with the data mining technique (k-means clustering) on most of building performance analyses. This study highlighted that the calibrating energy data are a better approach to analyze energy use in buildings and that there is a relationship between LEED credits’ (EA) Optimize Energy Performance scores...
