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IAENG International Journal of Computer Science
Objectives and Scope IAENG International Journal of Computer Science is published with both online and print versions. The journal covers the frontier issues in the computer science and their applications in business, industry and other subjects. The computer science is a branch of engineering science that studies computable processes and structures. It contains theories for understanding computing systems and methods; computational algorithms and tools; methodologies for testing of concepts. The subjects covered by the journal include artificial intelligence, bioinformatics, computational statistics, database, data mining, financial engineering, hardware systems, imaging engineering, internet computing, networking, scientific computing, software engineering, and their applications etc. Printed copies of the journal are distributed to accredited universities and government libraries. All the papers in the journal are also available freely with online full-text content and permanent worldwide web link. The abstracts will be indexed and available at major academic databases. ISSN: 1819-9224 (online version); 1819-656X (print version) Subject Category: Computer science Published by: International Association of Engineers
Contents: Volume 52 Issue 12 (Online version available: 1 December 2025) [Cover page] [Table of Content]
JOURNAL PAPERS: Decentralized Management Model for Personal Information Governance Oriented Toward Data Owners Omar R. Castellanos H., and Roberto A. Pava-Diaz IAENG International Journal of Computer Science, 52:12, pp4572-4582 [Online Full Text] Omar R. Castellanos H., and Roberto A. Pava-Diaz, "Decentralized Management Model for Personal Information Governance Oriented Toward Data Owners," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4572-4582, 2025
Global R-linearly Convergent Self-Adaptive Projection Method for Positive Semi-Definite Tensor Complementarity Problem Zhiwen Jie, Hongchun Sun, and Chengmao Han IAENG International Journal of Computer Science, 52:12, pp4583-4588 [Online Full Text] Zhiwen Jie, Hongchun Sun, and Chengmao Han, "Global R-linearly Convergent Self-Adaptive Projection Method for Positive Semi-Definite Tensor Complementarity Problem," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4583-4588, 2025
Fine-Tuning the mT5 Model on Bidirectional Myanmar and Tedim Chin Machine Translation System Ciin Zam Man, Si Si Mar Win, and Kyi Lai Lai Khine IAENG International Journal of Computer Science, 52:12, pp4589-4599 [Online Full Text] Ciin Zam Man, Si Si Mar Win, and Kyi Lai Lai Khine, "Fine-Tuning the mT5 Model on Bidirectional Myanmar and Tedim Chin Machine Translation System," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4589-4599, 2025
Jozi-Gamble: A Serious Game for Measuring Loss Aversion Jordy Bolton, and Abejide Ade-Ibijola IAENG International Journal of Computer Science, 52:12, pp4600-4613 [Online Full Text] Jordy Bolton, and Abejide Ade-Ibijola, "Jozi-Gamble: A Serious Game for Measuring Loss Aversion," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4600-4613, 2025
Cigarette Appearance Defect Detection Based on Enhanced YOLOv5s Algorithm Yuanyuan Chen, Weihua Liu, Jiangtao Zhang, Tongshan Liu, and Chunyou Zhuang IAENG International Journal of Computer Science, 52:12, pp4614-4627 [Online Full Text] Yuanyuan Chen, Weihua Liu, Jiangtao Zhang, Tongshan Liu, and Chunyou Zhuang, "Cigarette Appearance Defect Detection Based on Enhanced YOLOv5s Algorithm," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4614-4627, 2025
The Synergistic Effect of SSO with CNN Using Five Dense Layers Anil Patidar, and Kailash Chandra Bandhu IAENG International Journal of Computer Science, 52:12, pp4628-4652 [Online Full Text] Anil Patidar, and Kailash Chandra Bandhu, "The Synergistic Effect of SSO with CNN Using Five Dense Layers," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4628-4652, 2025
Research on Steel Billet Temperature Prediction Based on Block Convolutional Neural Network Hang Bing Lin, Shao Chuan Xu, and Zhao Xiang Liu IAENG International Journal of Computer Science, 52:12, pp4653-4658 [Online Full Text] Hang Bing Lin, Shao Chuan Xu, and Zhao Xiang Liu, "Research on Steel Billet Temperature Prediction Based on Block Convolutional Neural Network," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4653-4658, 2025
Comparative Analysis of Machine Learning Models for Predicting Water Salinity Levels Dany Eka Saputra, Dani Suandi, Evawaty Tanuar, Boby Siswanto, Abdul Haris Rangkuti, Sidharta, Nyoman Wira Prasetya, Sulistyo Emantoko Dwi Putra, and Purba Daru Kusuma IAENG International Journal of Computer Science, 52:12, pp4659-4668 [Online Full Text] Dany Eka Saputra, Dani Suandi, Evawaty Tanuar, Boby Siswanto, Abdul Haris Rangkuti, Sidharta, Nyoman Wira Prasetya, Sulistyo Emantoko Dwi Putra, and Purba Daru Kusuma, "Comparative Analysis of Machine Learning Models for Predicting Water Salinity Levels," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4659-4668, 2025
An Evaluation Criteria Extraction Method Based on CTM in a Text Data Environment Huijuan Liu, and Liyuan Zhang IAENG International Journal of Computer Science, 52:12, pp4669-4677 [Online Full Text] Huijuan Liu, and Liyuan Zhang, "An Evaluation Criteria Extraction Method Based on CTM in a Text Data Environment," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4669-4677, 2025
Enhanced Hybrid Filter Based Feature Selection Models for High Dimensional Streaming Data A. Nilofer, and S. Sasikala IAENG International Journal of Computer Science, 52:12, pp4678-4691 [Online Full Text] A. Nilofer, and S. Sasikala, "Enhanced Hybrid Filter Based Feature Selection Models for High Dimensional Streaming Data," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4678-4691, 2025
An Ensemble Feature Selection Method Based on Entropy-TOPSIS Yongxin Tang, Limin Zou, and Ailing Xie IAENG International Journal of Computer Science, 52:12, pp4692-4701 [Online Full Text] Yongxin Tang, Limin Zou, and Ailing Xie, "An Ensemble Feature Selection Method Based on Entropy-TOPSIS," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4692-4701, 2025
Toward an Ontology of Moroccan Historical Sites Based on the CIDOC CRM Model Anass MAMOUNY, Fatima-Zahra ZAKKA, and Rdouan FAIZI IAENG International Journal of Computer Science, 52:12, pp4702-4712 [Online Full Text] Anass MAMOUNY, Fatima-Zahra ZAKKA, and Rdouan FAIZI, "Toward an Ontology of Moroccan Historical Sites Based on the CIDOC CRM Model," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4702-4712, 2025
Parameter Adaptive Adjustment Algorithm of Transition Matrix Based on ResMUSE Model Hongfu Xu, Mingyang Wei, Hongmeng Shang, and Bo Li IAENG International Journal of Computer Science, 52:12, pp4713-4720 [Online Full Text] Hongfu Xu, Mingyang Wei, Hongmeng Shang, and Bo Li, "Parameter Adaptive Adjustment Algorithm of Transition Matrix Based on ResMUSE Model," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4713-4720, 2025
Bipolar Fuzzy Almost (m, n)-Ideals and Almost (m, n)-Quasi Ideals in Semigroups Pannawit Khamrot, Anothai Phukhaengsi, Aiyared Iampan, and Thiti Gaketem IAENG International Journal of Computer Science, 52:12, pp4721-4729 [Online Full Text] Pannawit Khamrot, Anothai Phukhaengsi, Aiyared Iampan, and Thiti Gaketem, "Bipolar Fuzzy Almost (m, n)-Ideals and Almost (m, n)-Quasi Ideals in Semigroups," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4721-4729, 2025
Lane Line Detection Based on Multi-Scale Feature Fusion and State Space Modeling Chao Wang, Qiang Shang, WenXue Zhang, Kun Liu, Changhong Yu, Haoyu Wang, and Jie Wang IAENG International Journal of Computer Science, 52:12, pp4730-4737 [Online Full Text] Chao Wang, Qiang Shang, WenXue Zhang, Kun Liu, Changhong Yu, Haoyu Wang, and Jie Wang, "Lane Line Detection Based on Multi-Scale Feature Fusion and State Space Modeling," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4730-4737, 2025
Integrating AI and Optimization Algorithms to Enhanced Protection of Smart Power Systems Ramu Bhukya, Samanthaka Mani Kuchibhatla, Janjhyam Venkata Naga Ramesh, Hanumantha Rao Battu, Manthina Satyanarayana Raju, and Bhagya Lakshmi Nandipati IAENG International Journal of Computer Science, 52:12, pp4738-4749 [Online Full Text] Ramu Bhukya, Samanthaka Mani Kuchibhatla, Janjhyam Venkata Naga Ramesh, Hanumantha Rao Battu, Manthina Satyanarayana Raju, and Bhagya Lakshmi Nandipati, "Integrating AI and Optimization Algorithms to Enhanced Protection of Smart Power Systems," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4738-4749, 2025
Information Capability Increment Model Based on Adversarial Learning for Salient Object Detection Jie Fang, Wenhao Li, and Runze Zhu IAENG International Journal of Computer Science, 52:12, pp4750-4755 [Online Full Text] Jie Fang, Wenhao Li, and Runze Zhu, "Information Capability Increment Model Based on Adversarial Learning for Salient Object Detection," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4750-4755, 2025
A Novel Hybrid AdaBoost-Gradient Boosting Ensemble for Enhanced Short-Term Energy Consumption Forecasting T.A. Munandar, and H. Surbakti IAENG International Journal of Computer Science, 52:12, pp4756-4765 [Online Full Text] T.A. Munandar, and H. Surbakti, "A Novel Hybrid AdaBoost-Gradient Boosting Ensemble for Enhanced Short-Term Energy Consumption Forecasting," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4756-4765, 2025
COA-CatBoost Based Leakage Distance Prediction of Hydrogen Sulfide Pipeline Jingting Wang, Feng Li, Guanrong Wang, Zhongjie Cheng, and Bao Liu IAENG International Journal of Computer Science, 52:12, pp4766-4771 [Online Full Text] Jingting Wang, Feng Li, Guanrong Wang, Zhongjie Cheng, and Bao Liu, "COA-CatBoost Based Leakage Distance Prediction of Hydrogen Sulfide Pipeline," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4766-4771, 2025
Efficient Fire Detection System Using Custom Deep Learning Models Raed Majeed, and Hiyam Hatem IAENG International Journal of Computer Science, 52:12, pp4772-4783 [Online Full Text] Raed Majeed, and Hiyam Hatem, "Efficient Fire Detection System Using Custom Deep Learning Models," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4772-4783, 2025
Improved Faster R-CNN Dynamic Object Recognition Algorithm in 3D Modeling Da He, and Qixiao He IAENG International Journal of Computer Science, 52:12, pp4784-4792 [Online Full Text] Da He, and Qixiao He, "Improved Faster R-CNN Dynamic Object Recognition Algorithm in 3D Modeling," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4784-4792, 2025
Noise Aware Modeling and Simulation of Quantum Cryptographic Protocols in NISQ Devices Lokesh B S, and Narasimha Kaulgud IAENG International Journal of Computer Science, 52:12, pp4793-4797 [Online Full Text] Lokesh B S, and Narasimha Kaulgud, "Noise Aware Modeling and Simulation of Quantum Cryptographic Protocols in NISQ Devices," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4793-4797, 2025
An Efficient Method of Steel Plate Surface Defect Detection Based on Improved YOLOv8 Dixiao Shi, Zhigang Li, and Qi Liu IAENG International Journal of Computer Science, 52:12, pp4798-4806 [Online Full Text] Dixiao Shi, Zhigang Li, and Qi Liu, "An Efficient Method of Steel Plate Surface Defect Detection Based on Improved YOLOv8," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4798-4806, 2025
A Blockchain-based Framework for Securing and Auditing Routing Table Updates Huynh Nguyen Chinh, Huynh Thanh Tam, and Dinh Cong Doan IAENG International Journal of Computer Science, 52:12, pp4807-4814 [Online Full Text] Huynh Nguyen Chinh, Huynh Thanh Tam, and Dinh Cong Doan, "A Blockchain-based Framework for Securing and Auditing Routing Table Updates," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4807-4814, 2025
SDFNet for Real-Time Semantic Segmentation on Urban Road Images Yi Cao, and Hongbo Qu IAENG International Journal of Computer Science, 52:12, pp4815-4821 [Online Full Text] Yi Cao, and Hongbo Qu, "SDFNet for Real-Time Semantic Segmentation on Urban Road Images," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4815-4821, 2025
Enhanced TransUNet for Intracranial Hemorrhage Segmentation: A Superior Approach to Medical Image Segmentation Huda Mirza Saifuddin, Vani Ashok, and Sheela N IAENG International Journal of Computer Science, 52:12, pp4822-4832 [Online Full Text] Huda Mirza Saifuddin, Vani Ashok, and Sheela N, "Enhanced TransUNet for Intracranial Hemorrhage Segmentation: A Superior Approach to Medical Image Segmentation," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4822-4832, 2025
A Multimodal Image Fusion Method for Smoke Scenes Using Back-end Potential Feature Mapping Yangyang Zhao, Zhiyong Yu, and Wenjun Li IAENG International Journal of Computer Science, 52:12, pp4833-4841 [Online Full Text] Yangyang Zhao, Zhiyong Yu, and Wenjun Li, "A Multimodal Image Fusion Method for Smoke Scenes Using Back-end Potential Feature Mapping," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4833-4841, 2025
CerviNetFormer: Leveraging Convolutional and Vision Transformer Ensembles for Enhancing Accuracy in Cervical Pre-cancer Lesion Segmentation Errissya Rasywir, Siti Nurmaini, Muhammad Fachrurrozi, Setiawan Assegaff, Muhammad Naufal Rachmatullah, and Yovi Pratama IAENG International Journal of Computer Science, 52:12, pp4842-4853 [Online Full Text] Errissya Rasywir, Siti Nurmaini, Muhammad Fachrurrozi, Setiawan Assegaff, Muhammad Naufal Rachmatullah, and Yovi Pratama, "CerviNetFormer: Leveraging Convolutional and Vision Transformer Ensembles for Enhancing Accuracy in Cervical Pre-cancer Lesion Segmentation," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4842-4853, 2025
Research on Underwater Target Detection Algorithm Based on Deep Learning Chengqian Xu, and Weisheng Liu IAENG International Journal of Computer Science, 52:12, pp4854-4864 [Online Full Text] Chengqian Xu, and Weisheng Liu, "Research on Underwater Target Detection Algorithm Based on Deep Learning," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4854-4864, 2025
DCT and DWT Transform Methods in Adaptive Huffman Coding Systems: Variable Quantization Strategies for Improved Image Compression of HDR Images Prasann D. Kulkarni, and Mahendra M. Dixit IAENG International Journal of Computer Science, 52:12, pp4865-4878 [Online Full Text] Prasann D. Kulkarni, and Mahendra M. Dixit, "DCT and DWT Transform Methods in Adaptive Huffman Coding Systems: Variable Quantization Strategies for Improved Image Compression of HDR Images," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4865-4878, 2025
YOLO-Fishnet: A YOLOv11-Based Algorithm for Net Cage Mesh Damage Detection Mingzhe Liu, Liang Mao, Yonghong Liu, Yuling Bian, and Jie Wu IAENG International Journal of Computer Science, 52:12, pp4879-4886 [Online Full Text] Mingzhe Liu, Liang Mao, Yonghong Liu, Yuling Bian, and Jie Wu, "YOLO-Fishnet: A YOLOv11-Based Algorithm for Net Cage Mesh Damage Detection," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4879-4886, 2025
Optimizing IoT Intrusion Detection with Extra Trees and Random PCA Zyad ELKHADIR, and Mohammed ACHKARI BEGDOURI IAENG International Journal of Computer Science, 52:12, pp4887-4901 [Online Full Text] Zyad ELKHADIR, and Mohammed ACHKARI BEGDOURI, "Optimizing IoT Intrusion Detection with Extra Trees and Random PCA," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4887-4901, 2025
Elite-Guided Knowledge Transfer and Self-Adaptive Collaboration for Multiobjective Multitask Optimization Hejun Xuan, Yan Ding, Junyi Hu, Yuhang Niu, Xueyuan Duan, and Yan Feng IAENG International Journal of Computer Science, 52:12, pp4902-4919 [Online Full Text] Hejun Xuan, Yan Ding, Junyi Hu, Yuhang Niu, Xueyuan Duan, and Yan Feng, "Elite-Guided Knowledge Transfer and Self-Adaptive Collaboration for Multiobjective Multitask Optimization," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4902-4919, 2025
Characterizations of Semisimple Ordered Semigroups by using Generalized Interval Valued Bipolar Fuzzy Interior Ideals Pannawit Khamrot, Aiyared Iampan, and Thiti Gaketem IAENG International Journal of Computer Science, 52:12, pp4920-4926 [Online Full Text] Pannawit Khamrot, Aiyared Iampan, and Thiti Gaketem, "Characterizations of Semisimple Ordered Semigroups by using Generalized Interval Valued Bipolar Fuzzy Interior Ideals," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4920-4926, 2025
Hyperspectral Unmixing Network Based on Multiscale Striped Convolution Shihui Li, and Huadong Yang IAENG International Journal of Computer Science, 52:12, pp4927-4939 [Online Full Text] Shihui Li, and Huadong Yang, "Hyperspectral Unmixing Network Based on Multiscale Striped Convolution," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4927-4939, 2025
Reducing Computational Cost in Chili Leaf Disease Classification Using Optimized RegNet Sayuti Rahman, Hartono, Muhammad Zen, Muhammad Khahfi Zuhanda, Asmah Indrawati, Fachrur Rozi, and Erianto Ongko IAENG International Journal of Computer Science, 52:12, pp4940-4951 [Online Full Text] Sayuti Rahman, Hartono, Muhammad Zen, Muhammad Khahfi Zuhanda, Asmah Indrawati, Fachrur Rozi, and Erianto Ongko, "Reducing Computational Cost in Chili Leaf Disease Classification Using Optimized RegNet," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4940-4951, 2025
Research on Target Detection Algorithm for Sea Surface Oil Spill Recognition in SAR Image on YOLOS-Taking Improved YOLOv8 as an Example YingBo Wang, He Yang, Lekai Gao, Mingze Wang, and Lin Wang IAENG International Journal of Computer Science, 52:12, pp4952-4962 [Online Full Text] YingBo Wang, He Yang, Lekai Gao, Mingze Wang, and Lin Wang, "Research on Target Detection Algorithm for Sea Surface Oil Spill Recognition in SAR Image on YOLOS-Taking Improved YOLOv8 as an Example," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4952-4962, 2025
Ovarian Cancer Hybrid Classification Model Based on CNN and Fine-KNN Amany Yehia, Shereen A. Taie, and Shereen A. Hussien IAENG International Journal of Computer Science, 52:12, pp4963-4974 [Online Full Text] Amany Yehia, Shereen A. Taie, and Shereen A. Hussien, "Ovarian Cancer Hybrid Classification Model Based on CNN and Fine-KNN," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4963-4974, 2025
A Dynamic Feature Interaction Gaze Estimation Network Based on Dual Branches Zhangfang Hu, Yan Liu, and Kaixin Luo IAENG International Journal of Computer Science, 52:12, pp4975-4983 [Online Full Text] Zhangfang Hu, Yan Liu, and Kaixin Luo, "A Dynamic Feature Interaction Gaze Estimation Network Based on Dual Branches," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4975-4983, 2025
An Adaptive Parallel Algorithm for Frequent Itemset Mining in Big Data: Enhancing Scalability and Memory Efficiency Atul O. Thakare, Narasimha Reddy Soora, Lambodar Jena, and Arvind R. Singh IAENG International Journal of Computer Science, 52:12, pp4984-4994 [Online Full Text] Atul O. Thakare, Narasimha Reddy Soora, Lambodar Jena, and Arvind R. Singh, "An Adaptive Parallel Algorithm for Frequent Itemset Mining in Big Data: Enhancing Scalability and Memory Efficiency," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4984-4994, 2025
An Online Dynamic Model Identification Method Based on AM-VFFRLS for High-speed Trains Yun-Ti Meng, and Xiao-Yu Zhao IAENG International Journal of Computer Science, 52:12, pp4995-5003 [Online Full Text] Yun-Ti Meng, and Xiao-Yu Zhao, "An Online Dynamic Model Identification Method Based on AM-VFFRLS for High-speed Trains," IAENG International Journal of Computer Science, vol. 52, no. 12, pp4995-5003, 2025
IAENG International Journal of Computer Science welcomes author submission of papers concerning any branch of the computer science and their applications in business, industry and other subjects. The subjects covered by the journal include artificial intelligence, bioinformatics, computational statistics, database, data mining, financial engineering, hardware systems, imaging engineering, internet computing, networking, scientific computing, software engineering, and their applications etc. All submitted papers are to be peer-reviewed for ensuring their qualities.
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