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 (15 original research articles) were authored or co-authored by 57 authors from 4 countries (Indonesia, Germany, Malaysia, and Taiwan).

Contributing institutions include Universitas Borneo Tarakan, Politeknik Bisnis Kaltara, Universitas Negeri Semarang, Universitas Mulawarman, Universitas Pasir Pengairan, Universitas Negeri Yogyakarta, Universitas Tjut Nyak Dhien, Universitas Cendekia Mitra Indonesia, Politeknik Hasnur, Universitas Lambung Mangkurat, Universitas Teknokrat Indonesia, Politeknik Transportasi Darat Indonesia, Universitas Ahmad Dahlan, Politeknik Perkapalan Negeri Surabaya, Universitas Pelita Harapan, and Universitas Dian Nuswantoro from Indonesia; Technische Universität Dresden from Germany; International Islamic University Malaysia from Malaysia; Chung Yuan Christian University from 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
- PDF
Tuberculosis classification on chest x-ray images using DenseNet-169 and convolutional block attention module

Muhammad Agil Izzulhaq, Endang Sugiharti (Author)

19-30
- PDF
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
- PDF
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
- PDF
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
- PDF
LSTM with temporal encoding for irregular time series forecasting in power consumption

Eko Verianto, Muhammad Arif Alfian (Author)

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

Faiq Mananul Faqih, Rizky Ajie Aprilianto (Author)

79 - 90
- PDF
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
- PDF
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
- PDF
Integration of blockchain and cryptographic algorithms for education certification and verification: a systematic literature

Roy Mubarak, Imam Riadi, Tole Sutikno (Author)

117 - 131
- PDF
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
- PDF
Integrated aspect extraction and sentiment classification for aspect-based sentiment analysis using fine-tuned indoBERT on indonesian e-commerce reviews

Feliks Victor Parningotan Samosir, Gavrila Louise Tumanggor (Author)

147-156
- PDF
Application of multi-chaotic map cascade in video encryption to overcome statistical and differential attacks and performance evaluation

Cahaya Jatmoko, Heru Lestiawan, Fauzi Adi Rafrastara, Lalang Erawan, Candra Irawan, Mohamed Doheir (Author)

157 - 166
- PDF
Image encryption scheme based on fractional-order hyper-chaotic lorenz system with two-stage confusion-diffusion for enhanced pixel randomness

Daurat Sinaga, Cahaya Jatmoko, Erna Zuni Astuti, Feri Agustina, Suprayogi Suprayogi (Author)

167-178
- PDF

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

Articles

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

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

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

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

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

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

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

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

A deep learning-based leaf aphid detection approach using YOLOv8

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

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

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

Integrated aspect extraction and sentiment classification for aspect-based sentiment analysis using fine-tuned indoBERT on indonesian e-commerce reviews

Application of multi-chaotic map cascade in video encryption to overcome statistical and differential attacks and performance evaluation

Image encryption scheme based on fractional-order hyper-chaotic lorenz system with two-stage confusion-diffusion for enhanced pixel randomness

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