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MATHEMATICAL SCIENCES AND INFORMATICS JOURNAL

Volume 7, Issue 1, May, 2026

eISSN : 2735-0703

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1. Impact of PM10 Concentrations: A Markov Chain Approach to Examining Wind Speed Effects in Petaling Jaya

DOI : 10.24191/mij.v7i1.8169

Shamshimah Samsuddin, Azizul Hakim Nashabudin, Muhammad Aizuddin Muhd Anwar, Aini Atiqah Md Ramli, Arba’iyah Mohd Kamil

Country of Authors : Malaysia
pp. 1-21
Email of corresponding author : 
shams611@uitm.edu.my

2. Real Estate Analytics And Price Prediction Using Automated Machine Learning

DOI : 10.24191/mij.v7i1.11568

Muhammad Syazani Mohamad Jaffar, Noor Latiffah Adam, Sharifalillah Nordin

Country of Authors : Malaysia
pp. 22-37
Email of corresponding author : latiffah508@uitm.edu.my

3. The Banach Contraction Principles Method for Approximate Solution of Sine-Gordon Equations

DOI : 10.24191/mij.v7i1.9787

Mat Salim Selamat, Ahmad Bazli Khairuddin, Nurain Nabila Hamzah, Siti Hidayah Muhad Saleh, Rosha Mohamed, Rahmah Shahril, Busyra Latif

Country of Authors : Malaysia
pp. 38-48
Email of corresponding author : matsalimselamat@uitm.edu.my

4. Strategies Optimization for Rugby Team Using Genetic Algorithms (GA)

DOI : 10.24191/mij.v7i1.11571

Ahmad Harris Hafizin Harde, Shaiful Bakhtiar Rodzman

Country of Authors : Malaysia
pp. 49-58
Email of corresponding author : hafizinharris@gmail.com

5. Identifying Noisy Malay and Malay-English Code-Mixed Social Media Text Before Normalization: A Scoping Review 

DOI : 10.24191/mij.v7i1.11574

Helmi Ashraf Ahmad, Azilawati Azizan, Haslizatul Mohamed Hanum

Country of Authors : Malaysia
pp. 59-83
Email of corresponding author : helmiashraf10@gmail.com

6. An Explainable AI Framework for Predicting Respiratory Tract Infection using Symptoms and Multidimensional Risk Factors in Resource-scarce Settings

DOI : 110.24191/mij.v7i1.11575

Moses Ekpenyong, Kingsley Attai, Daniel Asuquo, Okure Obot, Ekerette Attai, Kitoye Ebire Okonny, Faith-Valentine Uzoka, Christie Akwaowo, Faith-Michael Uzoka

Country of Authors : Nigeria, United States, Canada
pp. 84-95
Email of corresponding author : mosesekpenyong@uniuyo.edu.ng

7. Comparison of Machine Learning Approaches to Sentiment Classification of Malaysian Airline Reviews

DOI : 10.24191/mij.v7i1.11578

Muhammad Irham Abdul Razab, Haslizatul Fairuz Mohamed Hanum

Country of Authors : Malaysia
pp. 96-104
Email of corresponding author : haslizatul@uitm.edu.my

8. Machine Learning Threat Prediction and Classification Framework for IoT-Enabled 5G Networks

DOI : 10.24191/mij.v7i1.11579

Samuel Robinson, Moses Ekpenyong, Anthony Imianvan, Efosa Igodan

Country of Authors : Nigeria
pp. 105-116
Email of corresponding author : mosesekpenyong@uniuyo.edu.ng

9. A Comparative Analysis of Supervised Machine Learning Models for Threat Detection in Domain Name System

DOI : 10.24191/mij.v7i1.11939

Amir Haris Ahmad, Hadhrami Ab Ghani, Muhammad Muzzammal Mirza, Muhammad Anwar

Country of Authors : Malaysia, Pakistan
pp. 117-126
Email of corresponding author : 
anwar.muhammad@ue.edu.pk

10. Interpreting Maintenance Decisions in Age Replacement Models with LIME

DOI : 10.24191/mij.v7i1.11940

Moses Ekpenyong, Nse Udo, Elish Inyang, Uko Jim, Nsikak Udoenoh

Country of Authors : Nigeria
pp. 127-145
Email of corresponding author : 
mosesekpenyong@uniuyo.edu.ng

11. Efficient Big Data Compression for Distributed Acoustic Sensing via Gradient Quantization

DOI : 10.24191/mij.v7i1.11942

Shoaib UL Hassan, Noureen Talpur, Shuhaida Mohamed Shuhidan, Mohd Hilmi Hasan, Shahneela Pitafi, Kazim Raza Talpur

Country of Authors : Malaysia
pp. 146-156
Email of corresponding author : 
shoaib_24004745@utp.edu.my

12. From Likes to Learning: A Scoping Review of Student Difficulties in Utilizing Social Media for Education

DOI : 10.24191/mij.v7i1.11943

Ilman Zulhakim Zulkifli, Nahdatul Akma Ahmad, Norziana Yahya

Country of Authors : Malaysia
pp. 157-169
Email of corresponding author : 
nahdatul@uitm.edu.my

13. Interaction Effects of Iron Ash and Steel Fibers on Concrete Strength Performance

DOI : 10.24191/mij.v7i1.11948

Purwanto, Trias Widorini, Hani Purwanti, Ngudi Hari Crista, Agus Muldiyanto, Aimmatul Husna

Country of Authors : Indonesia
pp. 170-186
Email of corresponding author : 
purwanto@usm.ac.id

14. Comparative Study of Preprocessing Techniques for Real-Time Prediction of Water Quality Index

DOI : 10.24191/mij.v7i1.11950

Muhamad Danish Saiful Riza, Fakhitah Ridzuan, Nurzulaikha Abdullah, Mohd Hakimi Aiman Ibrahim

Country of Authors : Malaysia
pp. 187-203
Email of corresponding author : 
fakhitah.r@umk.edu.my

15. A Multimodal Swarm-Based Multi-Agent Retrieval-Augmented Generation (RAG) for Domain-Specific Applications 

DOI : 10.24191/mij.v7i1.11951

Amelia Ritahani Ismail, Nurul Afiqa, Muhammad Izzmir Danish Zulkifli, Muhammad Ridhwan Irfan Nur Rashid

Country of Authors : Malaysia
pp. 204-217
Email of corresponding author : 
amelia@iium.edu.my

16. Deep Learning-Based Transfer Learning Approach for Acute Ischemic Stroke Classification Using Magnetic Resonance Imaging

DOI : 10.24191/mij.v7i1.11952

Andi Kurniawan Nugroho

Country of Authors : Indonesia
pp. 218-230
Email of corresponding author : 
andikn@usm.ac.id

17. Identifying Barriers to Lean–Intelligent Construction in the Project Phase: A Review

DOI : 10.24191/mij.v7i1.11953

Ferry Firmawan, Lala Anggraini, Diajeng Sekar Shaliha, Hendra Masvika, Agnesia Putri Kurnianingtyas

Country of Authors : Indonesia
pp. 231-244
Email of corresponding author : 
drferryfirm@usm.ac.id