Vol 12, No 3 (2026): August 2026

 

ARTICLES IN PRESS (articles that have been accepted for publication but which have not been formally published and not yet have the complete volume, issue, page information, and DOI) that include errors, or are discovered to be accidental duplicates of other published article(s), or are determined to violate our journal publishing ethics guidelines in the view of the editors, may be Withdrawn from IJAIN Journal.

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Table of Contents

Articles

Seq2Seq encoder–decoder with adaptive metaheuristic for scheduling optimization
(1) Arief Kelik Nugroho (Universitas Jenderal Soedirman, Indonesia)
(2) Nurul Hidayat (Universitas Jenderal Soedirman, Indonesia)
(3) Nofiyati Nofiyati (Universitas Jenderal Soedirman, Indonesia)
10.26555/ijain.v12i3.2224 Views of Abstract: 52 | PDF: 18
637-649
Adaptive hybrid ensemble-based DDoS detection using reinforcement learning-guided optimization and deep learning
(1) Maha I Raheem (College of Engineering, University of Information Technology and Communications, Al-Mansour, 3071, Baghdad, Iraq)
(2) Shouket A Ahmed (Department of Medical Instrumentation Techniques Engineering, Technical Engineering College, Al-Kitab University, Altun Kupri, Kirkuk, 36001, Iraq)
(3) Enas F Aziz (Department of Cybersecurity Engineering Technologies, Technical Engineering College for Computer and Artificial Intelligence/Kirkuk, Northern Technical University, 36001, Kirkuk, Iraq)
(4) Saad A Assi (Software Department, College of Computer Science and Information Technology, University of Kirkuk, Kirkuk, Iraq)
(5) Sinan Q Salih (Technical College of Engineering, Al-Bayan University, Baghdad 10011, Iraq)
(6) Ahmed Dheyaa Radhi (College of Pharmacy, University of Al-Ameed, Karbala PO Box 198, Iraq)
(7) Hilal A Fadhil (Department of Electrical and Computer Engineering, Sohar University, Sohar, Oman)
(8) Taha Almulaisi (Renewable Energy Research Unit, Polytechnic College Hawija, Northern Technical University, Hawija, 36007, Iraq)
10.26555/ijain.v12i3.2109 Views of Abstract: 103 | PDF: 7
650-662
Channel-spatial dual-attention for plant disease detection: CBAM-ECA integrated CNN models with visual explainability
(1) Anton Anton (Universitas Dian Nuswantoro, and Universitas Nusa Mandiri, Indonesia)
(2) Supriadi Rustad (Universitas Dian Nuswantoro, Indonesia)
(3) Guruh Fajar Shidik (Universitas Dian Nuswantoro, Indonesia)
(4) Abdul Syukur (Universitas Dian Nuswantoro, Indonesia)
10.26555/ijain.v12i3.2377 Views of Abstract: 31 | PDF: 1
663-677
Soft voting technique with explainable artificial intelligence (XAI) for predicting depression, anxiety and stress
(1) Yefta Christian (Universitas Internasional Batam, Indonesia)
(2) Herman Herman (Universitas Internasional Batam, Indonesia)
(3) Muhammad Hafis (Universitas Internasional Batam, Indonesia)
(4) Kurnia Cantra (Universitas Internasional Batam, Indonesia)
10.26555/ijain.v12i3.2385 Views of Abstract: 61 | PDF: 3
678-692

Articles in press

A three-dimensional STFT representation for EEG alcoholism classification using 3D convolutional networks
(1) Ayu Sekar Safitri (School of Electrical Engineering Telkom University Bandung, Indonesia, Indonesia)
(2) Achmad Rizal (School of Electrical Engineering Telkom University Bandung, Indonesia, Indonesia)
(3) Inung Wijayanto (School of Electrical Engineering Telkom University Bandung, Indonesia, Indonesia)
10.26555/ijain.v12i3.2319 Views of Abstract: 32
Validation of a large language models-based socio-political sentiment analysis system with a retrieval-augmented generation approach
(1) Sidharta Sidharta (Bina Nusantara University, Indonesia)
(2) Hady Pranoto (Bina Nusantara University, Indonesia)
(3) Frederik Gasa (Bina Nusantara University, Indonesia)
(4) Nur Kholis (Bina Nusantara University, Indonesia)
(5) Ardvin Kester Ong (School of Industrial Engineering and Engineering Management, Mapua University, Philippines)
10.26555/ijain.v12i3.2389 Views of Abstract: 32
Random perturbation bee colony optimized k-means approach for optimized MSME data clustering
(1) Lisna lisna Zahrotun (Ahmad Dahlan University, Indonesia)
(2) Ika Arfiani (Universitas Ahmad Dahlan, Indonesia)
(3) Dwi Normawati (universitas Ahmad Dahlan, Indonesia)
10.26555/ijain.v12i3.1781 Views of Abstract: 30
Development of double U-Net model using depthwise separable convolution and convolutional block attention module (CBAM) for polyp medical image segmentation
(1) Wiharto Wiharto (Department of Informatics, Universitas Sebelas Maret, Indonesia)
(2) Maulana Daffa’ Athaullah Yahya (Department of Informatics, Universitas Sebelas Maret, Indonesia)
(3) Umi Salamah (Department of Informatics, Universitas Sebelas Maret, Indonesia)
10.26555/ijain.v12i3.1783 Views of Abstract: 27
Feature-enhanced residual signals with parallel hybrid network and novel loss for noninvasive blood glucose detection
(1) Mochammad Fatchur Rahman (IPB University, Indonesia)
(2) Karlisa Priandana (Department of Computer Science, School of Data Science, Mathematics and Informatics, IPB University, Indonesia)
(3) Husin Alatas (Department of Physics, Faculty of Mathematics and Natural Sciences, IPB University, Indonesia)
(4) Renan Prasta Jenie (Department of Nutrition, Faculty of Health Science and Technology, Binawan University)
10.26555/ijain.v12i3.1970 Views of Abstract: 44
Comparative study of energy and accuracy in spatio-temporal models for engagement classification
(1) Fahrur Aslami (Shibaura Institute of Technology, Japan)
10.26555/ijain.v12i3.2402 Views of Abstract: 17
Optimizing priority scheduling in hadoop for resource utilization using quantum particle swarm optimization technique
(1) Bhavana P (Cambridge Institute of Technology, Bengaluru, Visvesvaraya Technological University, Belagavi - 590018, India, India)
(2) Shashikumar D R (Sai Vidya Institute of Technology, Bengaluru, Visvesvaraya Technological University, Belagavi - 590018, India, India)
10.26555/ijain.v12i3.2302 Views of Abstract: 22
Attention-enhanced U-Net with VGG backbone for robust facial wrinkle segmentation under variable illumination and pose conditions
(1) Wahyu Fajar Setiawan (Institut Teknologi Sepuluh Nopember, Indonesia)
(2) Nanik Suciati (Institut Teknologi Sepuluh Nopember, Indonesia)
10.26555/ijain.v12i3.2394 Views of Abstract: 25
An enhanced MobileNetV2-191H architecture for accurate crescent moon detection using semantic segmentation
(1) Muhammad Habib Yuhandri (Universitas Putra Indonesia YPTK Padang, Indonesia)
(2) Yuhandri Yuhandri (Universitas Putra Indonesia YPTK Padang, Indonesia)
(3) Sumijan Sumijan (Universitas Putra Indonesia YPTK Padang, Indonesia)
10.26555/ijain.v12i3.2488 Views of Abstract: 19
Explainable machine learning with class balancing for predicting student academic performance
(1) Zamtinah Zamtinah (Universitas Negeri Yogyakarta, Indonesia)
(2) Rianto Rianto (University of Technology Yogyakarta, Indonesia)
(3) Paulus Insap Santosa (Universitas Gadjah Mada, Indonesia)
10.26555/ijain.v12i3.2379 Views of Abstract: 28
Integrating machine learning and sustainable infrastructure: forecasting and improving sanitation coverage in rural Vietnam
(1) T. Thai-Phuong (Faculty of Civil Engineering, Industrial University of Ho Chi Minh City (IUH), Ho Chi Minh City, Vietnam, Viet Nam)
(2) N. Pham-Phuong (Faculty of Civil Engineering, HUTECH University, Vietnam, Viet Nam)
(3) N. Luu-Huu (Faculty of Civil Engineering, HUTECH University, Vietnam, Viet Nam)
(4) L. Nguyen-Son (Faculty of Civil Engineering, Industrial University of Ho Chi Minh City (IUH), Ho Chi Minh City, Vietnam, Viet Nam)
10.26555/ijain.v12i3.2403 Views of Abstract: 25
A comprehensive review of CNN and transformer based visual feature extraction for automatic video captioning
(1) Hemel Sharker Akash (Graduate Research Assistant, Faculty of Engineering & Technology (FET) , Multimedia University, Melaka, Malaysia)
(2) Joseph Emerson Raja (Assistant Professor, FACULTY OF ENGINEERING AND TECHNOLOGY (FET), Multimedia University, Malaysia)
(3) Md. Jakir Hossein (Associate Professor, FACULTY OF ENGINEERING AND TECHNOLOGY (FET), Multimedia University, Malaysia)
10.26555/ijain.v12i3.2280 Views of Abstract: 16
A comparative analysis of classical and cooperative coevolutionary genetic algorithms for solving nurse scheduling problems
(1) Maizatul Farhana Mohamad Nazri (Universiti Teknikal Malaysia Melaka (UTeM), Malaysia)
(2) Zeratul Izzah Mohd Yusoh (Universiti Teknikal Malaysia Melaka (UTeM), Malaysia)
(3) Halizah Basiron (Universiti Teknikal Malaysia Melaka (UTeM),, Malaysia)
(4) Azlina Daud (International Islamic University Malaysia (IIUM), Malaysia)
10.26555/ijain.v12i3.2409 Views of Abstract: 34
A two-factor linguistic time series model with time-dependent semantic relationship groups
(1) Phong Dinh Pham (Faculty of Information Technology, University of Transport and Communications, Viet Nam)
(2) Linh Van Mai (Faculty of Information Technology, East Asia University of Technology, Viet Nam)
10.26555/ijain.v12i3.2423 Views of Abstract: 33
A hybrid oversampling for imbalanced data using incremental SMOTE-KMeans and cluster-structured positive class-SVM
(1) Hartono Hartono (Universitas Medan Area, Indonesia)
(2) Muhammad Khahfi Zuhanda (Universitas Medan Area, Indonesia)
(3) Rahmad Syah (Universitas Medan Area, Indonesia)
10.26555/ijain.v12i3.2432 Views of Abstract: 49
A set-valued semantic approach for handling missing attribute values in incomplete information systems
(1) Asma' Mustafa (Department of Computer Science, Faculty of Computer Science and Mathematics, Universiti Malaysia Terengganu, 21030 Kuala Nerus, Terengganu Darul Iman, Malaysia., Malaysia)
(2) Rabiei Mamat (Department of Computer Science, Faculty of Computer Science and Mathematics, Universiti Malaysia Terengganu, 21030 Kuala Nerus, Terengganu Darul Iman, Malaysia, Malaysia)
(3) Iwan Tri Riyadi Yanto (Department of Information Systems, Universitas Ahmad Dahlan, Indonesia., Indonesia)
(4) Ahmad Shukri Mohd Noor (Department of Computer Science, Faculty of Computer Science and Mathematics, Universiti Malaysia Terengganu, 21030 Kuala Nerus, Terengganu Darul Iman, Malaysia, Malaysia)
10.26555/ijain.v12i3.2453 Views of Abstract: 34
CatBoost-based context-aware purchase-decision prediction on tabular customer journey sequences
(1) Phung Kim Thai (Department of Communications and Partnerships, University of Economics Ho Chi Minh City, Viet Nam)
(2) Ngan Thi Bich Lam (Product Department, VSC Science Technology Communications Group Company Limited, Ho Chi Minh City, Viet Nam)
(3) Trinh My Le (Faculty of Information Technology, UEH Mekong, University of Economics Ho Chi Minh City, Viet Nam)
(4) Duy Le Trinh (Department of Student Affairs, University of Economics Ho Chi Minh City, Viet Nam)
10.26555/ijain.v12i3.2412 Views of Abstract: 19