Vol. 5 No. 2 (2026): Journal of Computational Innovation and Analytics

Advancing computational intelligence, this issue presents 8 research/review articles from Malaysia, the Philippines, Indonesia, Nigeria, and Iraq, covering numerical computing, public health, higher education, housing, maritime education, and digital learning, with emphasis on machine learning, prediction, automated decision-making, and technology adoption | GLOBAL AUTHORSHIP
5 Countries · 9 Affiliations · 21 Authors

Malaysia Philippines Indonesia Nigeria Iraq

DOI: https://doi.org/10.32890/jcia2026.5.2

Published: 31-07-2026

Articles

A compiler-based framework for automated numerical method selection via deterministic finite automata

Muhammad Bala, Susila Bahri

1-24
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Predicting the neonatal, infant, and under-five mortality outcomes in the Philippines using Count TS GLM and GLARMA

Kyle Lawrence Verona, Zandro Castroñero, Xandro Alexi Nieto

25-46
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Predicting adoption of AI-driven e-learning systems in Bangladesh’s public higher education: A survey-based machine learning approach

Motia Mannan, Tarekol Islam Maruf, Jing Ni, Md Asaduzzaman

47-62
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Social media usage and perceptions of pop-up advertisements among Universiti Utara Malaysia students: A quantitative analysis

Shamil Shahimi, Mohammad Zukuwwan Zainol Abidin

63-85
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House price prediction in Ajah, Lagos using a random forest regression model

Ayodeji Obaude, Ezekiel Oyekanmi, Adegboyega Adegboye, Oluwaseyi Abe

86-101
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Preliminary evidence on gamified learning to improve competency in Standard Marine Communication Phrases (SMCP) in Malaysian maritime education

Shamsul Rizal Mohd Rosedi, Mahadzir Dahari

102-116
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Technology acceptance of GitHub Copilot: A study among computing students

Nian Khidr Aziz

117-133
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What drives the shift? A data mining approach to understanding student preferences for digital learning in post-pandemic Malaysia

Wei Quan Loo, Nor Intan Saniah Sulaiman, Azzatulifah Alwi

134-149
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Publisher	UUM PRESS
ISSN	2821-3408
eISSN	2821-3416
Established	2021
DOI	10.32890/jcia
Publishing Frequency	Biannually (January & July)

Vol. 5 No. 2 (2026): Journal of Computational Innovation and Analytics

Articles

A compiler-based framework for automated numerical method selection via deterministic finite automata

Predicting the neonatal, infant, and under-five mortality outcomes in the Philippines using Count TS GLM and GLARMA

Predicting adoption of AI-driven e-learning systems in Bangladesh’s public higher education: A survey-based machine learning approach

Social media usage and perceptions of pop-up advertisements among Universiti Utara Malaysia students: A quantitative analysis

House price prediction in Ajah, Lagos using a random forest regression model

Preliminary evidence on gamified learning to improve competency in Standard Marine Communication Phrases (SMCP) in Malaysian maritime education

Technology acceptance of GitHub Copilot: A study among computing students

What drives the shift? A data mining approach to understanding student preferences for digital learning in post-pandemic Malaysia

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