Work

Systematic Analysis of the Impact of Data Preprocessing Techniques on Machine-Learning Model Performance: A Case Study of a Compressive Strength Prediction Model for Geopolymer Concrete

Year: 2025

Type: article

Source: Journal of Computing in Civil Engineering

DOI: 10.1061/jccee5.cpeng-6547

Authors: Madushan Rathnayaka, Dulakshi Karunasingha, Chamila Gunasekara, Kushan Wijesundara, David W. Law, Weena Lokuge

Institutions: RMIT University, University of Peradeniya

Language: English

Topic: Concrete and Cement Materials Research

Subfield: Civil and Structural Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: closed

OpenAlex ID: W4410213974

FWCI: 1.499

Cites: 35

Cited by: 4

Related to: 10