Vol. 7 No. 1 (2026): March 2026

This issue is currently in progress but already contains articles that are final and fully citable. It has been available online since March 18, 2026, as part of the Vol. 7 No. 1 March 2026 regular issue. All articles in this issue (12 original research articles) were authored or co-authored by 46 authors from 4 countries (Indonesia, Germany, Malaysia, and Taiwan).

DOI: https://doi.org/10.52465/joscex.v7i1

Published: 18-03-2026

Articles

AI-based career profiling for the creative industry: Data-driven classification of islamic high school students' potential

Nove Kurniati Sari, Dias Aziz Pramudita, Syaddam Syaddam, Zainal Abidin Muhja (Author)

1-8
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Enhancing diabetes classification performance using XGBoost integrated with SMOTE and bayesian hyperparameter optimization

Muhammad Nurul Ihyaul Ulum, Jumanto Unjung (Author)

9-18
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Tuberculosis classification on chest x-ray images using DenseNet-169 and convolutional block attention module

Muhammad Agil Izzulhaq, Endang Sugiharti (Author)

19-30
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Comparative of YOLOv5 and YOLOv8 for rice leaf disease detection on diverse image datasets

Muhammad Nandaarjuna Fadhillah, Anindita Septiarini, Hamdani, Rajiansyah, Andi Tejawati (Author)

31-42
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A comparative analysis of five textual similarity methods for automatic short answer grading

Imam Rangga Bakti, Handaru Jati, Nurkhamid Nurkhamid, Yola Permata Bunda (Author)

43-54
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Benchmarking deep transfer learning for imbalanced skin cancer classification: Integrating focal loss, explainable AI, and web deployment

Yazid Aufar, Muhammad Daffa Abiyyu Rahman, M. Fadli Ridhani (Author)

55-65
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LSTM with temporal encoding for irregular time series forecasting in power consumption

Eko Verianto, Muhammad Arif Alfian (Author)

66-78
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Bio-inspired metaheuristic MPPT algorithms for PV battery systems: a comparative performance study

Faiq Mananul Faqih, Rizky Ajie Aprilianto (Author)

79 - 90
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A deep learning-based leaf aphid detection approach using YOLOv8

Styawati Styawati, Heni Sulistiani, Ajeng Savitri Puspaningrum, Debby Alita, S. Samsugi, Vanisa Adellia Putri (Author)

91-102
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Predicting willingness to pay for urban rail transit using machine learning : Evidence from jakarta MRT

Wisnu Wardana Kusuma, Ade Irfan Efendi, Dandun Prakosa, M. Popik Montanasyah, M. Adil Wanadi, Yus Rizal (Author)

103-116
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Integration of blockchain and cryptographic algorithms for education certification and verification: a systematic literature

Roy Mubarak, Imam Riadi, Tole Sutikno (Author)

117 - 131
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Automatic identification system big data‑driven maritime traffic density prediction in surabaya port using PCA and k‑means clustering

Afif Zuhri Arfianto, Muhammad Izzul Haj, Muhammad Khoirul Hasin, Noorman Rinanto, Imam Sutrisno, Dimas Pristovani Riananda, Dwi Sasmita Aji Pambudi (Author)

132-146
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