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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 2 (Online version available: 1 February 2026) [Cover page] [Table of Content]
JOURNAL PAPERS: Dynamic Pessimistic Multi-Granulation Reduction in Covering Decision Information Systems Tao Jiang, Yan-Lan Zhang, and Qi Shi IAENG International Journal of Computer Science, 53:2, pp465-476 [Online Full Text] Tao Jiang, Yan-Lan Zhang, and Qi Shi, "Dynamic Pessimistic Multi-Granulation Reduction in Covering Decision Information Systems," IAENG International Journal of Computer Science, vol. 53, no. 2, pp465-476, 2026
Coarse-to-Fine Positioning Method Using Graph Neural Networks with Feature Reduction Analysis for Indoor Positioning Systems Gregorius, and Gede Putra Kusuma IAENG International Journal of Computer Science, 53:2, pp477-487 [Online Full Text] Gregorius, and Gede Putra Kusuma, "Coarse-to-Fine Positioning Method Using Graph Neural Networks with Feature Reduction Analysis for Indoor Positioning Systems," IAENG International Journal of Computer Science, vol. 53, no. 2, pp477-487, 2026
Hierarchical Adaptive Transfer Learning for Primary Medical Image Diagnosis Jicheng Wei, Tao Wang, Yetong Wang, Shuqin Yuan, and Kun Zhang IAENG International Journal of Computer Science, 53:2, pp488-496 [Online Full Text] Jicheng Wei, Tao Wang, Yetong Wang, Shuqin Yuan, and Kun Zhang, "Hierarchical Adaptive Transfer Learning for Primary Medical Image Diagnosis," IAENG International Journal of Computer Science, vol. 53, no. 2, pp488-496, 2026
Intelligent Evacuation Path Optimization for Fire Incidents in Urban Underground Transportation Systems Peizhu Chen, Tao Zeng, Chao Lu, Fajing Li, Zhongze Liu, and Zhuoxin Deng IAENG International Journal of Computer Science, 53:2, pp497-507 [Online Full Text] Peizhu Chen, Tao Zeng, Chao Lu, Fajing Li, Zhongze Liu, and Zhuoxin Deng, "Intelligent Evacuation Path Optimization for Fire Incidents in Urban Underground Transportation Systems," IAENG International Journal of Computer Science, vol. 53, no. 2, pp497-507, 2026
A Review of Segmentation and Classification Approaches for Diffuse Lung Disease Detection Shyla Raj, and B. S. Mahanand IAENG International Journal of Computer Science, 53:2, pp508-519 [Online Full Text] Shyla Raj, and B. S. Mahanand, "A Review of Segmentation and Classification Approaches for Diffuse Lung Disease Detection," IAENG International Journal of Computer Science, vol. 53, no. 2, pp508-519, 2026
Unsafe Behaviour Detection Based on Deep Learning Jie Yang, Zhenyu Yin, Jun Liu, and Jun Wang IAENG International Journal of Computer Science, 53:2, pp520-527 [Online Full Text] Jie Yang, Zhenyu Yin, Jun Liu, and Jun Wang, "Unsafe Behaviour Detection Based on Deep Learning," IAENG International Journal of Computer Science, vol. 53, no. 2, pp520-527, 2026
Predicting Second Primary Prostate Cancer by Using Multiple Machine Learning and Deep Learning Algorithms Tingting Wang, Beier Zhang, Qi Fan, Sihan Xia, Fanyi Meng, and Weiwei Duan IAENG International Journal of Computer Science, 53:2, pp528-538 [Online Full Text] Tingting Wang, Beier Zhang, Qi Fan, Sihan Xia, Fanyi Meng, and Weiwei Duan, "Predicting Second Primary Prostate Cancer by Using Multiple Machine Learning and Deep Learning Algorithms," IAENG International Journal of Computer Science, vol. 53, no. 2, pp528-538, 2026
Story Points Prediction in Agile Software Development Using Machine Learning Models Engy Yehia, Naglaa A. Eldanasory, and Amira M. Idrees IAENG International Journal of Computer Science, 53:2, pp539-556 [Online Full Text] Engy Yehia, Naglaa A. Eldanasory, and Amira M. Idrees, "Story Points Prediction in Agile Software Development Using Machine Learning Models," IAENG International Journal of Computer Science, vol. 53, no. 2, pp539-556, 2026
Research on Intelligent Prediction Method of Mine Gas Risk Hazards Weifeng Wang, Yu Bai, Zhiqiang Xue, and Hanbing Li IAENG International Journal of Computer Science, 53:2, pp557-568 [Online Full Text] Weifeng Wang, Yu Bai, Zhiqiang Xue, and Hanbing Li, "Research on Intelligent Prediction Method of Mine Gas Risk Hazards," IAENG International Journal of Computer Science, vol. 53, no. 2, pp557-568, 2026
Time Synchronization for NC-OFDM Using an ELM Network Suyoto Suyoto, Agus Subekti, Iman Firmansyah, Arief Suryadi Satyawan, Dayat Kurniawan, Nasrullah Armi, and Galih Nugraha Nurkahfi IAENG International Journal of Computer Science, 53:2, pp569-575 [Online Full Text] Suyoto Suyoto, Agus Subekti, Iman Firmansyah, Arief Suryadi Satyawan, Dayat Kurniawan, Nasrullah Armi, and Galih Nugraha Nurkahfi, "Time Synchronization for NC-OFDM Using an ELM Network," IAENG International Journal of Computer Science, vol. 53, no. 2, pp569-575, 2026
Enhancing Video Consistency in Zero-Shot Text-to-Video: Dynamic Frame Synthesis and Weighted Cross-Frame Attention over Diffusion Models Shuya Wang, Yunfei Hu, and Fujun Wang IAENG International Journal of Computer Science, 53:2, pp576-588 [Online Full Text] Shuya Wang, Yunfei Hu, and Fujun Wang, "Enhancing Video Consistency in Zero-Shot Text-to-Video: Dynamic Frame Synthesis and Weighted Cross-Frame Attention over Diffusion Models," IAENG International Journal of Computer Science, vol. 53, no. 2, pp576-588, 2026
Two-Stage Location Method for Faulty Shared Bicycle Recycling Centers: A Case Study of Anning District, Lanzhou City, China Youpeng Lu, Sihao Wen, and Junwei Shen IAENG International Journal of Computer Science, 53:2, pp589-600 [Online Full Text] Youpeng Lu, Sihao Wen, and Junwei Shen, "Two-Stage Location Method for Faulty Shared Bicycle Recycling Centers: A Case Study of Anning District, Lanzhou City, China," IAENG International Journal of Computer Science, vol. 53, no. 2, pp589-600, 2026
Zero-Shot Object Tracking Using a Hybrid Deep Learning and Classical Machine Learning Model Madhavi R P, Karanam Sunil Kumar, and Supreeth S IAENG International Journal of Computer Science, 53:2, pp601-608 [Online Full Text] Madhavi R P, Karanam Sunil Kumar, and Supreeth S, "Zero-Shot Object Tracking Using a Hybrid Deep Learning and Classical Machine Learning Model," IAENG International Journal of Computer Science, vol. 53, no. 2, pp601-608, 2026
An Improved Space Transformation-Based Multiform Approach for Multiobjective Feature Selection in High-Dimensional Classification Hejun Xuan, Yuhang Niu, Lei Xie, Junyi Hu, and Yan Feng IAENG International Journal of Computer Science, 53:2, pp609-621 [Online Full Text] Hejun Xuan, Yuhang Niu, Lei Xie, Junyi Hu, and Yan Feng, "An Improved Space Transformation-Based Multiform Approach for Multiobjective Feature Selection in High-Dimensional Classification," IAENG International Journal of Computer Science, vol. 53, no. 2, pp609-621, 2026
Graph Convolutional Networks and Reinforcement Learning based Algorithm for Virtual Network Mapping in Elastic Optical Network Yaoran Yue, and Yang Liu IAENG International Journal of Computer Science, 53:2, pp622-631 [Online Full Text] Yaoran Yue, and Yang Liu, "Graph Convolutional Networks and Reinforcement Learning based Algorithm for Virtual Network Mapping in Elastic Optical Network," IAENG International Journal of Computer Science, vol. 53, no. 2, pp622-631, 2026
A Detailed Review of LFSR and NFSR-Based Stream Cipher Approaches on a Hardware Platform Monikashree T S, and Kendagannaswamy S IAENG International Journal of Computer Science, 53:2, pp632-643 [Online Full Text] Monikashree T S, and Kendagannaswamy S, "A Detailed Review of LFSR and NFSR-Based Stream Cipher Approaches on a Hardware Platform," IAENG International Journal of Computer Science, vol. 53, no. 2, pp632-643, 2026
A Coupled FSI Simulation Study of Liquid Sloshing Dynamics and Anti-sloshing Design in Railway Container Transport Guowei Chai, and Dapeng Zhu IAENG International Journal of Computer Science, 53:2, pp644-654 [Online Full Text] Guowei Chai, and Dapeng Zhu, "A Coupled FSI Simulation Study of Liquid Sloshing Dynamics and Anti-sloshing Design in Railway Container Transport," IAENG International Journal of Computer Science, vol. 53, no. 2, pp644-654, 2026
SC-CAFF: One New Wireless Image Transmission Transformer with Channel Aware Feature Fusion in Semantic Communication Chunhua Zhu, Bohui Wang, and Sen Xu IAENG International Journal of Computer Science, 53:2, pp655-662 [Online Full Text] Chunhua Zhu, Bohui Wang, and Sen Xu, "SC-CAFF: One New Wireless Image Transmission Transformer with Channel Aware Feature Fusion in Semantic Communication," IAENG International Journal of Computer Science, vol. 53, no. 2, pp655-662, 2026
Review on Recommendation Systems (RS) Ahed Mleih Al-Sbou, and Ibrahim Awajan IAENG International Journal of Computer Science, 53:2, pp663-677 [Online Full Text] Ahed Mleih Al-Sbou, and Ibrahim Awajan, "Review on Recommendation Systems (RS)," IAENG International Journal of Computer Science, vol. 53, no. 2, pp663-677, 2026
TSD-DETR: Traffic Sign Detection Based on RT-DETR Minxi Rong, Fuyang Hu, Huijing Qi, and Xiaoli Guo IAENG International Journal of Computer Science, 53:2, pp678-689 [Online Full Text] Minxi Rong, Fuyang Hu, Huijing Qi, and Xiaoli Guo, "TSD-DETR: Traffic Sign Detection Based on RT-DETR," IAENG International Journal of Computer Science, vol. 53, no. 2, pp678-689, 2026
Short-Term Load Forecasting Based On EEMD And Improved Black-Winged Kite Algorithm Optimized ELM Hairu Guo, Tengfei Song, and Yongli Liu IAENG International Journal of Computer Science, 53:2, pp690-705 [Online Full Text] Hairu Guo, Tengfei Song, and Yongli Liu, "Short-Term Load Forecasting Based On EEMD And Improved Black-Winged Kite Algorithm Optimized ELM," IAENG International Journal of Computer Science, vol. 53, no. 2, pp690-705, 2026
Hybrid EfficientNetB2 Model for Banana Leaf Disease Classification Using PCM-Segmented and Augmented Images with Stratified K-Fold Validation Arjun Jadhaw, and Hare Ram Shah IAENG International Journal of Computer Science, 53:2, pp706-720 [Online Full Text] Arjun Jadhaw, and Hare Ram Shah, "Hybrid EfficientNetB2 Model for Banana Leaf Disease Classification Using PCM-Segmented and Augmented Images with Stratified K-Fold Validation," IAENG International Journal of Computer Science, vol. 53, no. 2, pp706-720, 2026
Research on the Application of YOLOv10n in Helmet Detection Yuming Shen, and Chunna Zhang IAENG International Journal of Computer Science, 53:2, pp721-729 [Online Full Text] Yuming Shen, and Chunna Zhang, "Research on the Application of YOLOv10n in Helmet Detection," IAENG International Journal of Computer Science, vol. 53, no. 2, pp721-729, 2026
Feature Aggregation Based on Pre-trained Network for Remote Sensing Image-Text Retrieval Runze Zhu, and Jie Fang IAENG International Journal of Computer Science, 53:2, pp730-735 [Online Full Text] Runze Zhu, and Jie Fang, "Feature Aggregation Based on Pre-trained Network for Remote Sensing Image-Text Retrieval," IAENG International Journal of Computer Science, vol. 53, no. 2, pp730-735, 2026
Research on Deep Learning-Based Algorithm for Rice Leaf Disease Detection Zilong Han, Tong Zhang, and Zhifeng Wang IAENG International Journal of Computer Science, 53:2, pp736-746 [Online Full Text] Zilong Han, Tong Zhang, and Zhifeng Wang, "Research on Deep Learning-Based Algorithm for Rice Leaf Disease Detection," IAENG International Journal of Computer Science, vol. 53, no. 2, pp736-746, 2026
Message Hiding in An Invoice Using List Steganography Message Hiding in An Invoice Using List Steganography Soni Yora, and Muhammad Maulana Ramadhan IAENG International Journal of Computer Science, 53:2, pp747-759 [Online Full Text] Soni Yora, and Muhammad Maulana Ramadhan, "Message Hiding in An Invoice Using List Steganography Message Hiding in An Invoice Using List Steganography," IAENG International Journal of Computer Science, vol. 53, no. 2, pp747-759, 2026
Event-Triggered Proportional-Integral Observer Design for Complex Networks with Constrained Bit Rate Communication Yuhao Zhang, Yuntian Ding, Taiping Jiang, and Zuxing Xuan IAENG International Journal of Computer Science, 53:2, pp760-768 [Online Full Text] Yuhao Zhang, Yuntian Ding, Taiping Jiang, and Zuxing Xuan, "Event-Triggered Proportional-Integral Observer Design for Complex Networks with Constrained Bit Rate Communication," IAENG International Journal of Computer Science, vol. 53, no. 2, pp760-768, 2026
Research on the Application of YOLOv13 Multimodal Object Detection Framework based on Ant Colony Algorithm and Transformer in Steel Surface Defect Detection Haoze Liang, Xiaozhe Chen, and Chunxia Shangguan IAENG International Journal of Computer Science, 53:2, pp769-781 [Online Full Text] Haoze Liang, Xiaozhe Chen, and Chunxia Shangguan, "Research on the Application of YOLOv13 Multimodal Object Detection Framework based on Ant Colony Algorithm and Transformer in Steel Surface Defect Detection," IAENG International Journal of Computer Science, vol. 53, no. 2, pp769-781, 2026
AI-Based Forecasting for Hospital Bed Capacity Planning: ML and DL Applications in Public Healthcare K. P. N. V. Satya sree, Desidi Narsimha Reddy, Sugamya Katta, R. Sujatha, Soni Sweta, and Syed Mohammed Azmal IAENG International Journal of Computer Science, 53:2, pp782-794 [Online Full Text] K. P. N. V. Satya sree, Desidi Narsimha Reddy, Sugamya Katta, R. Sujatha, Soni Sweta, and Syed Mohammed Azmal, "AI-Based Forecasting for Hospital Bed Capacity Planning: ML and DL Applications in Public Healthcare," IAENG International Journal of Computer Science, vol. 53, no. 2, pp782-794, 2026
SMOTE-ENN and Grid Search Optimized Random Forest for Minority-Class Accident Severity Prediction Long Li, Guanjie Jiang, and Xuebo Chen IAENG International Journal of Computer Science, 53:2, pp795-807 [Online Full Text] Long Li, Guanjie Jiang, and Xuebo Chen, "SMOTE-ENN and Grid Search Optimized Random Forest for Minority-Class Accident Severity Prediction," IAENG International Journal of Computer Science, vol. 53, no. 2, pp795-807, 2026
Designing and Testing Dynamically Weighted Load Balancer for Cloud Computing Environment Narayan A. Joshi IAENG International Journal of Computer Science, 53:2, pp808-818 [Online Full Text] Narayan A. Joshi, "Designing and Testing Dynamically Weighted Load Balancer for Cloud Computing Environment," IAENG International Journal of Computer Science, vol. 53, no. 2, pp808-818, 2026
Remaining Useful Life Prediction for Cables Based on DRE-BiLSTM-AM Zheng Wang, and Yufeng Wang IAENG International Journal of Computer Science, 53:2, pp819-828 [Online Full Text] Zheng Wang, and Yufeng Wang, "Remaining Useful Life Prediction for Cables Based on DRE-BiLSTM-AM," IAENG International Journal of Computer Science, vol. 53, no. 2, pp819-828, 2026
RFGI-YOLOv11:Improved YOLOv11 for Efficient and Accurate Rice Disease Detection in Field Sirui Zhang, and Liuai Wu IAENG International Journal of Computer Science, 53:2, pp829-842 [Online Full Text] Sirui Zhang, and Liuai Wu, "RFGI-YOLOv11:Improved YOLOv11 for Efficient and Accurate Rice Disease Detection in Field," IAENG International Journal of Computer Science, vol. 53, no. 2, pp829-842, 2026
Fine-Tuning Multilingual DistilBERT for Sentiment Classification On Myanmar Cosmetic Product Reviews Nwet Yin Tun Thein, and Khin Mar Soe IAENG International Journal of Computer Science, 53:2, pp843-853 [Online Full Text] Nwet Yin Tun Thein, and Khin Mar Soe, "Fine-Tuning Multilingual DistilBERT for Sentiment Classification On Myanmar Cosmetic Product Reviews," IAENG International Journal of Computer Science, vol. 53, no. 2, pp843-853, 2026
Short-Term Traffic Flow Prediction Considering Spatiotemporal Correlation Factors Kun Liu, Qiang Shang, Chao Wang, Wenxue Zhang, Haoyu Wang, Jie Wang, and Changhong Yu IAENG International Journal of Computer Science, 53:2, pp854-864 [Online Full Text] Kun Liu, Qiang Shang, Chao Wang, Wenxue Zhang, Haoyu Wang, Jie Wang, and Changhong Yu, "Short-Term Traffic Flow Prediction Considering Spatiotemporal Correlation Factors," IAENG International Journal of Computer Science, vol. 53, no. 2, pp854-864, 2026
Research on APT Detection Model Based on Temporal Graph Attention Network and Deviation Network Jiwang Sun, Hong Dai, Baiping Sun, and Xi Wei IAENG International Journal of Computer Science, 53:2, pp865-872 [Online Full Text] Jiwang Sun, Hong Dai, Baiping Sun, and Xi Wei, "Research on APT Detection Model Based on Temporal Graph Attention Network and Deviation Network," IAENG International Journal of Computer Science, vol. 53, no. 2, pp865-872, 2026
Machine Learning-Driven Active Queue Management for Latency Optimization in 5G and Beyond Networks Arun Kodirekka, I. M. V. Krishna, N. Srinivas, Ch. Satya Keerthi N. V. L., B. Senthilkumaran, and Janjhyam Venkata Naga Ramesh IAENG International Journal of Computer Science, 53:2, pp873-888 [Online Full Text] Arun Kodirekka, I. M. V. Krishna, N. Srinivas, Ch. Satya Keerthi N. V. L., B. Senthilkumaran, and Janjhyam Venkata Naga Ramesh, "Machine Learning-Driven Active Queue Management for Latency Optimization in 5G and Beyond Networks," IAENG International Journal of Computer Science, vol. 53, no. 2, pp873-888, 2026
Multi-Scale Context Aggregation for Real-time Urban Street Scene Segmentation Zhangfang Hu, Zerui Yao, and Junlei Chen IAENG International Journal of Computer Science, 53:2, pp889-898 [Online Full Text] Zhangfang Hu, Zerui Yao, and Junlei Chen, "Multi-Scale Context Aggregation for Real-time Urban Street Scene Segmentation," IAENG International Journal of Computer Science, vol. 53, no. 2, pp889-898, 2026
Remote Distant Small Target Detection Algorithm Based on U-Net-Like Network Structure Cong Yang, Yang Zhao, Liu Fan, Chang Li, and Sen Xu IAENG International Journal of Computer Science, 53:2, pp899-911 [Online Full Text] Cong Yang, Yang Zhao, Liu Fan, Chang Li, and Sen Xu, "Remote Distant Small Target Detection Algorithm Based on U-Net-Like Network Structure," IAENG International Journal of Computer Science, vol. 53, no. 2, pp899-911, 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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