A comparative study of logistic model tree, random forest, and classification and regression tree models for spatial prediction of landslide susceptibility

W Chen, X **e, J Wang, B Pradhan, H Hong, DT Bui… - Catena, 2017 - Elsevier
The main purpose of the present study is to use three state-of-the-art data mining
techniques, namely, logistic model tree (LMT), random forest (RF), and classification and …

Ship arrival prediction and its value on daily container terminal operation

J Yu, G Tang, X Song, X Yu, Y Qi, D Li, Y Zhang - Ocean Engineering, 2018 - Elsevier
Effective prediction of ship arrivals should provide the estimated delay or advance of arrival
ships with greater accuracy, and improve the performance of container terminal operations …

Effect of occupational health and safety training for Chinese construction workers based on the CHAID decision tree

Z Cao, T Chen, Y Cao - Frontiers in Public Health, 2021 - frontiersin.org
Background: Occupational health and safety (OHS) training is an important way to prevent
construction safety risks. However, the effectiveness of OHS training in China is …

Application of GIS spatial regression methods in assessment of land subsidence in complicated mining conditions: case study of the Walbrzych coal mine (SW Poland …

J Blachowski - Natural Hazards, 2016 - Springer
Land subsidence in the area of the city of Walbrzych (SW Poland) has been a consequence
of underground mining of hard coal. Exploitation of multiseam deposit took place for several …

Land subsidence phenomena investigated by spatiotemporal analysis of groundwater resources, remote sensing techniques, and random forest method: The case of …

I Ilia, C Loupasakis, P Tsangaratos - Environmental monitoring and …, 2018 - Springer
The main objective of the present study was to investigate land subsidence phenomena and
the spatiotemporal pattern of groundwater resources in an area located in western Thessaly …

[HTML][HTML] Artificial intelligence for prediction of physical and mechanical properties of stabilized soil for affordable housing

WZ Taffese, KA Abegaz - Applied Sciences, 2021 - mdpi.com
Soil stabilization is the alteration of physicomechanical properties of soils to meet specific
engineering requirements of problematic soils. Laboratory examination of soils is well …

[HTML][HTML] Land subsidence estimation for aquifer drainage induced by underground mining

A Guzy, WT Witkowski - Energies, 2021 - mdpi.com
Land subsidence caused by groundwater withdrawal induced by mining is a relatively
unknown phenomenon. This is primarily due to the small scale of such movements …

Identification with machine learning techniques of a classification model for the degree of damage to rubber-textile conveyor belts with the aim to achieve sustainability

M Andrejiova, A Grincova, D Marasova - Engineering Failure Analysis, 2021 - Elsevier
This article presents the results of experimental research on belt conveyance systems. The
main objective was to identify the correlations between the occurrence of significant damage …

Temperature homogenization of a solar trough field for performance improvement

AJ Sánchez, AJ Gallego, JM Escaño, EF Camacho - Solar Energy, 2018 - Elsevier
Optimal operation of solar plant is a challenge due to the multiple disturbances affecting the
plant. Research in optimal temperature set-point tracking is extensive whereas research …

Failure analysis of the rubber-textile conveyor belts using classification models

M Andrejiova, A Grincova, D Marasova - Engineering Failure Analysis, 2019 - Elsevier
In real operations, the requirements on conveyor belts are very high and are constantly
increasing. They mainly regard high wear resistance and resistance to the effects of the …