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Leveraging Economic and Market Variables for Improved Tile Demand Forecasting using Machine Learning Cover

Leveraging Economic and Market Variables for Improved Tile Demand Forecasting using Machine Learning

Journal of Science of the University of Kelaniya Sri Lanka

Volume 18 (2025): Issue 2

By: Sachini Ratnayake and P.P.G. Dinesh Asanka

Open Access

|Dec 2025

Authors

Sachini Ratnayake

s.rathnayake-mudiyanselage@rgu.ac.uk

1Robert Gordon University, Aberdeen

P.P.G. Dinesh Asanka

dasanka@kln.ac.lk

University of Kelaniya

Articles in this issue

DOI: https://doi.org/10.4038/josuk.v18i2.8153 | Journal eISSN: 2513-2180

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Language: English

Page range: 153 - 168

Published on: Dec 15, 2025

Published by: Faculty of Science of the University of Kelaniya, Sri Lanka

In partnership with: Paradigm Publishing Services

Keywords:

Machine learning,

Regression techniques,

Tile sales forecasting,

Time series analysis

© 2025 Sachini Ratnayake, P.P.G. Dinesh Asanka, published by Faculty of Science of the University of Kelaniya, Sri Lanka
This work is licensed under the Creative Commons Attribution 4.0 License.

Volume 18 (2025): Issue 2

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