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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 53 Issue 4 (Online version available: 1 April 2026) [Cover page] [Table of Content]
JOURNAL PAPERS: Enhanced ATM Security: Unusual Event Detection with YOLOv8 and Alert Mechanism Krishna A N, Arun Kumar D R, and Anitha A C IAENG International Journal of Computer Science, 53:4, pp1279-1286 [Online Full Text] Krishna A N, Arun Kumar D R, and Anitha A C, "Enhanced ATM Security: Unusual Event Detection with YOLOv8 and Alert Mechanism," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1279-1286, 2026
Study on Feature Extraction Method for Photovoltaic Dust Accumulation Based on Improved YOLOv11 Yu Gao, Haonan Yang, Haibo Tian, Jie Li, and Yixuan Zhu IAENG International Journal of Computer Science, 53:4, pp1287-1296 [Online Full Text] Yu Gao, Haonan Yang, Haibo Tian, Jie Li, and Yixuan Zhu, "Study on Feature Extraction Method for Photovoltaic Dust Accumulation Based on Improved YOLOv11," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1287-1296, 2026
CDM-YOLO: An Improved Network for Rice Disease Detection in Natural Environments Xiaolin Gu, and Xuechun Han IAENG International Journal of Computer Science, 53:4, pp1297-1306 [Online Full Text] Xiaolin Gu, and Xuechun Han, "CDM-YOLO: An Improved Network for Rice Disease Detection in Natural Environments," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1297-1306, 2026
Optimizing RPL Parent Selection under Heterogeneous Semantic Intents for Industry 4.0 using Graph Neural Networks Harish Kumar H.C., and Basavaraju T.G. IAENG International Journal of Computer Science, 53:4, pp1307-1321 [Online Full Text] Harish Kumar H.C., and Basavaraju T.G., "Optimizing RPL Parent Selection under Heterogeneous Semantic Intents for Industry 4.0 using Graph Neural Networks," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1307-1321, 2026
State of Charge Estimation in Containerized Lithium-Ion Energy Storage Systems Using Self-Attention Mechanism CNN-BiGRU Mi Zou, Zhenyu Fu, Jianglin Wang, Shiwei Zhou, and Xianlun Tang IAENG International Journal of Computer Science, 53:4, pp1322-1331 [Online Full Text] Mi Zou, Zhenyu Fu, Jianglin Wang, Shiwei Zhou, and Xianlun Tang, "State of Charge Estimation in Containerized Lithium-Ion Energy Storage Systems Using Self-Attention Mechanism CNN-BiGRU," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1322-1331, 2026
Design of Micro-Airbag Interactive Adaptive Control System Based on Transformer Architecture Yingkun Hu, Mingcong Liu, Jin Luo, and Haoxuan Jiang IAENG International Journal of Computer Science, 53:4, pp1332-1342 [Online Full Text] Yingkun Hu, Mingcong Liu, Jin Luo, and Haoxuan Jiang, "Design of Micro-Airbag Interactive Adaptive Control System Based on Transformer Architecture," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1332-1342, 2026
Sum Over Subsets Dynamic Programming to Count K-Bits of AND Bitwise Operation Results Rully Soelaiman, Alexander Weynard Samsico, and Yudhi Purwananto IAENG International Journal of Computer Science, 53:4, pp1343-1357 [Online Full Text] Rully Soelaiman, Alexander Weynard Samsico, and Yudhi Purwananto, "Sum Over Subsets Dynamic Programming to Count K-Bits of AND Bitwise Operation Results," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1343-1357, 2026
PRD-YOLO: Lightweight Pear Rust Detection Model for UAV Perspectives Xiaojie Xiu, Ranran Zhang, Yao Zan, and Haisheng Li IAENG International Journal of Computer Science, 53:4, pp1358-1367 [Online Full Text] Xiaojie Xiu, Ranran Zhang, Yao Zan, and Haisheng Li, "PRD-YOLO: Lightweight Pear Rust Detection Model for UAV Perspectives," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1358-1367, 2026
The Construction and Application of Knowledge Graphs for Tibetan Folk Songs Biyan Chen, Chunyan Peng, Longhui Wang, and Zhen Liu IAENG International Journal of Computer Science, 53:4, pp1368-1384 [Online Full Text] Biyan Chen, Chunyan Peng, Longhui Wang, and Zhen Liu, "The Construction and Application of Knowledge Graphs for Tibetan Folk Songs," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1368-1384, 2026
Machine Learning-Driven Emergency Data Transmission for Smart and Safe Intelligent Transportation Systems Sreelatha R, Mahalakshmi Basavaiah Shivabasappa, Nalini M K, and Preetha S IAENG International Journal of Computer Science, 53:4, pp1385-1393 [Online Full Text] Sreelatha R, Mahalakshmi Basavaiah Shivabasappa, Nalini M K, and Preetha S, "Machine Learning-Driven Emergency Data Transmission for Smart and Safe Intelligent Transportation Systems," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1385-1393, 2026
A Dual-Branch Backbone Architecture for Lightweight RT-DETR Based Steel Defect Detection Chuqing Cao, Yujie Ma, and Jing Zhang IAENG International Journal of Computer Science, 53:4, pp1394-1406 [Online Full Text] Chuqing Cao, Yujie Ma, and Jing Zhang, "A Dual-Branch Backbone Architecture for Lightweight RT-DETR Based Steel Defect Detection," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1394-1406, 2026
Stereo Vision-Based Distance Measurement with RTK-Assisted Dynamic Baseline and Extrinsic Calibration Jiaze Zhan, Huajian Zhu, Yongqiang Huang, Xingyun Suo, Yuqiong Wang, Zhongmeng Tian, Dong Guo, and Yi Xu IAENG International Journal of Computer Science, 53:4, pp1407-1418 [Online Full Text] Jiaze Zhan, Huajian Zhu, Yongqiang Huang, Xingyun Suo, Yuqiong Wang, Zhongmeng Tian, Dong Guo, and Yi Xu, "Stereo Vision-Based Distance Measurement with RTK-Assisted Dynamic Baseline and Extrinsic Calibration," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1407-1418, 2026
Comparative Evaluation of Machine Learning Algorithms and Logistic Regression for Predicting Tuberculosis Treatment Outcomes John Kiluyi Wafula, Edwine B. Atitwa, Julius N. Mugweru, Joab O. Odhiambo, and Paul M. Ngari IAENG International Journal of Computer Science, 53:4, pp1419-1441 [Online Full Text] John Kiluyi Wafula, Edwine B. Atitwa, Julius N. Mugweru, Joab O. Odhiambo, and Paul M. Ngari, "Comparative Evaluation of Machine Learning Algorithms and Logistic Regression for Predicting Tuberculosis Treatment Outcomes," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1419-1441, 2026
MED-Net: An Efficient and Lightweight Medical Image Segmentation Network for Resource-Constrained Settings Qun Gu, Qianyang Peng, and Liangqi Ma IAENG International Journal of Computer Science, 53:4, pp1442-1453 [Online Full Text] Qun Gu, Qianyang Peng, and Liangqi Ma, "MED-Net: An Efficient and Lightweight Medical Image Segmentation Network for Resource-Constrained Settings," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1442-1453, 2026
Enhancement of Abnormal Driving Behavior Detection using Deep Learning Khaing Zar Myint Aung, and Win Mar Oo IAENG International Journal of Computer Science, 53:4, pp1454-1468 [Online Full Text] Khaing Zar Myint Aung, and Win Mar Oo, "Enhancement of Abnormal Driving Behavior Detection using Deep Learning," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1454-1468, 2026
OE-DETR Model for FPC Appearance Defect Detection Yixuan Niu, Zhaoming Wu, Xiaowei Sun, Chengzhi Deng, and Tianyu Ye IAENG International Journal of Computer Science, 53:4, pp1469-1479 [Online Full Text] Yixuan Niu, Zhaoming Wu, Xiaowei Sun, Chengzhi Deng, and Tianyu Ye, "OE-DETR Model for FPC Appearance Defect Detection," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1469-1479, 2026
Research On Fire Detection Based On Multi-Scale Features And Fusion Modules Na Qu, Guang Chen, Yunfan Wang, and Hongyuan Zhang IAENG International Journal of Computer Science, 53:4, pp1480-1488 [Online Full Text] Na Qu, Guang Chen, Yunfan Wang, and Hongyuan Zhang, "Research On Fire Detection Based On Multi-Scale Features And Fusion Modules," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1480-1488, 2026
Weather Prediction using Machine Learning Regression Models Kumar Aditya Farmania, and Jashma Suresh P.P. IAENG International Journal of Computer Science, 53:4, pp1489-1496 [Online Full Text] Kumar Aditya Farmania, and Jashma Suresh P.P., "Weather Prediction using Machine Learning Regression Models," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1489-1496, 2026
Enhancing Multivariate Time Series Forecasting with Cross-Sensor Attention Mechanism Ye Tian, Fei Xie, and Zhiyuan Guo IAENG International Journal of Computer Science, 53:4, pp1497-1508 [Online Full Text] Ye Tian, Fei Xie, and Zhiyuan Guo, "Enhancing Multivariate Time Series Forecasting with Cross-Sensor Attention Mechanism," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1497-1508, 2026
Network Anomaly Detection via a Dynamic-Aware Online Transfer Learning Huanan Gu, and Quanxi Feng IAENG International Journal of Computer Science, 53:4, pp1509-1522 [Online Full Text] Huanan Gu, and Quanxi Feng, "Network Anomaly Detection via a Dynamic-Aware Online Transfer Learning," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1509-1522, 2026
Permittivity Extraction of Tropical Vegetation Leaves Using a Waveguide-Based System with a De-embedding Method Hana Arisesa, Sevia Mahdaliza Idrus, Farabi Iqbal, Yusuf Nur Wijayanto, and Purwoko Adhi IAENG International Journal of Computer Science, 53:4, pp1523-1530 [Online Full Text] Hana Arisesa, Sevia Mahdaliza Idrus, Farabi Iqbal, Yusuf Nur Wijayanto, and Purwoko Adhi, "Permittivity Extraction of Tropical Vegetation Leaves Using a Waveguide-Based System with a De-embedding Method," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1523-1530, 2026
VaR-based Portfolio Optimization with Perspectives Provided by Large Language Models Ruixin Zhang, Liangyu Min, and Huajun Zhang IAENG International Journal of Computer Science, 53:4, pp1531-1539 [Online Full Text] Ruixin Zhang, Liangyu Min, and Huajun Zhang, "VaR-based Portfolio Optimization with Perspectives Provided by Large Language Models," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1531-1539, 2026
Cyberbullying Detection via Pre-trained Models and Value-based Decision Making Xiameng Si, Pangen Cao, Xiaojie Qi, and Kexuan Niu IAENG International Journal of Computer Science, 53:4, pp1540-1552 [Online Full Text] Xiameng Si, Pangen Cao, Xiaojie Qi, and Kexuan Niu, "Cyberbullying Detection via Pre-trained Models and Value-based Decision Making," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1540-1552, 2026
A 2D Temperature Inversion Method Based on Mixed Spectral Colorimetry and Dynamic Autonomous Collaboration Bin-Kai Wen, Jie Fang, Jian-Ning Yang, and Zhan Jin IAENG International Journal of Computer Science, 53:4, pp1553-1567 [Online Full Text] Bin-Kai Wen, Jie Fang, Jian-Ning Yang, and Zhan Jin, "A 2D Temperature Inversion Method Based on Mixed Spectral Colorimetry and Dynamic Autonomous Collaboration," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1553-1567, 2026
Leveraging Nonlinear Deep Learning for Early AD Diagnosis: A CNN-based Framework Niteesha Sharma, Ramesh Babu Pittala, Sowjanya Yerramaneni, and Asha Latha Thandu IAENG International Journal of Computer Science, 53:4, pp1568-1581 [Online Full Text] Niteesha Sharma, Ramesh Babu Pittala, Sowjanya Yerramaneni, and Asha Latha Thandu, "Leveraging Nonlinear Deep Learning for Early AD Diagnosis: A CNN-based Framework," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1568-1581, 2026
Application of Deep Reinforcement Learning with a Dynamic Reward Function in Stock Portfolio Management Yuan Gao, and Wei Zhang IAENG International Journal of Computer Science, 53:4, pp1582-1590 [Online Full Text] Yuan Gao, and Wei Zhang, "Application of Deep Reinforcement Learning with a Dynamic Reward Function in Stock Portfolio Management," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1582-1590, 2026
Command Filtering Sliding Mode Control for Flexible Robotic Arms Considering Error Compensation Ye Guo, and Xiaoli Li IAENG International Journal of Computer Science, 53:4, pp1591-1598 [Online Full Text] Ye Guo, and Xiaoli Li, "Command Filtering Sliding Mode Control for Flexible Robotic Arms Considering Error Compensation," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1591-1598, 2026
Mathematically Optimized Cake Pan Robby, and Yanuar Bhakti Wira Tama IAENG International Journal of Computer Science, 53:4, pp1599-1604 [Online Full Text] Robby, and Yanuar Bhakti Wira Tama, "Mathematically Optimized Cake Pan," IAENG International Journal of Computer Science, vol. 53, no. 4, pp1599-1604, 2026
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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