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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 5 (Online version available: 1 May 2025)
JOURNAL PAPERS: Pedestrian Multi-target Tracking Based on SAMF-TLD Bao Liu, Yanrui Yang, and Yuge Zhao IAENG International Journal of Computer Science, 52:5, pp1294-1307 [Online Full Text] Bao Liu, Yanrui Yang, and Yuge Zhao, "Pedestrian Multi-target Tracking Based on SAMF-TLD," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1294-1307, 2025
Investigation of the Effect of Word Embedding on Topic Models for Short Texts: A Review Habbat Nassera, and Nouri Hicham IAENG International Journal of Computer Science, 52:5, pp1308-1324 [Online Full Text] Habbat Nassera, and Nouri Hicham, "Investigation of the Effect of Word Embedding on Topic Models for Short Texts: A Review," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1308-1324, 2025
DA-FR-UNet: A Dual Attention-Enhanced Approach for Retinal Vessel Image Segmentation Yuanyuan Li, Jiansheng Wu, and Yang Liu IAENG International Journal of Computer Science, 52:5, pp1325-1335 [Online Full Text] Yuanyuan Li, Jiansheng Wu, and Yang Liu, "DA-FR-UNet: A Dual Attention-Enhanced Approach for Retinal Vessel Image Segmentation," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1325-1335, 2025
PCA-SIFT Algorithm in Automatic Identification of Gunshot Traces in Gun-related Cases Applied Research Xuedong Wu, Bin Liu, Hui He, and Yuefeng Chen IAENG International Journal of Computer Science, 52:5, pp1336-1343 [Online Full Text] Xuedong Wu, Bin Liu, Hui He, and Yuefeng Chen, "PCA-SIFT Algorithm in Automatic Identification of Gunshot Traces in Gun-related Cases Applied Research," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1336-1343, 2025
Short-term Load Forecasting with Transformer Based on Fusion CNN-BiGRU Tao Xie, Zhongchuang Xiao, Xiaojun He, and Yinchun Fan IAENG International Journal of Computer Science, 52:5, pp1344-1364 [Online Full Text] Tao Xie, Zhongchuang Xiao, Xiaojun He, and Yinchun Fan, "Short-term Load Forecasting with Transformer Based on Fusion CNN-BiGRU," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1344-1364, 2025
Hybrid Spiking DenseNet-based Plant Leaf Disease Detection in NB-IoT T. Satyendra Kumar, and S. Vimal IAENG International Journal of Computer Science, 52:5, pp1365-1377 [Online Full Text] T. Satyendra Kumar, and S. Vimal, "Hybrid Spiking DenseNet-based Plant Leaf Disease Detection in NB-IoT," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1365-1377, 2025
Event-Driven Stabilization for Markov Jump Systems Based on Disturbance Observer Haoyu Wang, Xinyu Hu, Zhilian Yan, and Yebin Chen IAENG International Journal of Computer Science, 52:5, pp1378-1384 [Online Full Text] Haoyu Wang, Xinyu Hu, Zhilian Yan, and Yebin Chen, "Event-Driven Stabilization for Markov Jump Systems Based on Disturbance Observer," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1378-1384, 2025
Syntactic and Semantic Enhanced Multi-layer Fusion Network for Aspect-based Sentiment Analysis Kejin Li, Yuanyuan Zhang, Zhengpeng Li, Jiansheng Wu, and Ziteng Wang IAENG International Journal of Computer Science, 52:5, pp1385-1392 [Online Full Text] Kejin Li, Yuanyuan Zhang, Zhengpeng Li, Jiansheng Wu, and Ziteng Wang, "Syntactic and Semantic Enhanced Multi-layer Fusion Network for Aspect-based Sentiment Analysis," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1385-1392, 2025
Water Stress Prediction Model in Rainfed Sugarcane Fields Using Temporal Landsat Data Based on Random Forest Regressor Aries Suharso, Yeni Herdiyeni, Suria Darma Tarigan, and Yandra Arkeman IAENG International Journal of Computer Science, 52:5, pp1393-1406 [Online Full Text] Aries Suharso, Yeni Herdiyeni, Suria Darma Tarigan, and Yandra Arkeman, "Water Stress Prediction Model in Rainfed Sugarcane Fields Using Temporal Landsat Data Based on Random Forest Regressor," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1393-1406, 2025
Improved U-Net Segmentation Model for Thyroid Nodules Rong Hu, Hao Wang, Suzhang Zhang, Weiping Zhang, and Pan Xu IAENG International Journal of Computer Science, 52:5, pp1407-1416 [Online Full Text] Rong Hu, Hao Wang, Suzhang Zhang, Weiping Zhang, and Pan Xu, "Improved U-Net Segmentation Model for Thyroid Nodules," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1407-1416, 2025
Application of A Long Short-Term Memory Neural Network Algorithm Fused with ResNet in UWB Indoor Positioning Chunhua Zhu, Manyi Li, and Mingyang Cui IAENG International Journal of Computer Science, 52:5, pp1417-1423 [Online Full Text] Chunhua Zhu, Manyi Li, and Mingyang Cui, "Application of A Long Short-Term Memory Neural Network Algorithm Fused with ResNet in UWB Indoor Positioning," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1417-1423, 2025
Enhancing IoT Security: A Comparative Study of CNN and RNN-Based Anomaly Detection Using the CICIoT2023 Dataset Amal M. Al-Ghamdi, and Marwah M. Alansari IAENG International Journal of Computer Science, 52:5, pp1424-1441 [Online Full Text] Amal M. Al-Ghamdi, and Marwah M. Alansari, "Enhancing IoT Security: A Comparative Study of CNN and RNN-Based Anomaly Detection Using the CICIoT2023 Dataset," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1424-1441, 2025
A Short-term Wind Speed Prediction Method Based on the ICPO-CNN-BiGRU-Attention Model Lingzhi Wang, Cheng Li, Wanjun Li, and Chenyang Li IAENG International Journal of Computer Science, 52:5, pp1442-1452 [Online Full Text] Lingzhi Wang, Cheng Li, Wanjun Li, and Chenyang Li, "A Short-term Wind Speed Prediction Method Based on the ICPO-CNN-BiGRU-Attention Model," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1442-1452, 2025
Analysis of Competition and Cooperation Relationships among Securities Companies Based on the Improved Lotka-Volterra Model Changyou Wang, and Yu Zhang IAENG International Journal of Computer Science, 52:5, pp1453-1462 [Online Full Text] Changyou Wang, and Yu Zhang, "Analysis of Competition and Cooperation Relationships among Securities Companies Based on the Improved Lotka-Volterra Model," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1453-1462, 2025
Dark Channel Prior Dehazing Combined with Image Quality Assessment Applied to Haze Detection Chih-Ping Yen, Cheng-Tan Tung, Hsin-Hsiung Kao, and Chen-Yu Li IAENG International Journal of Computer Science, 52:5, pp1463-1471 [Online Full Text] Chih-Ping Yen, Cheng-Tan Tung, Hsin-Hsiung Kao, and Chen-Yu Li, "Dark Channel Prior Dehazing Combined with Image Quality Assessment Applied to Haze Detection," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1463-1471, 2025
Research on Personalized Aspheric Glasses Design Based on Facial Feature Detection and DLP 3D Printing Zhuo Zhao, Feilong Jiang, Chuangjia Zhao, Liangjie Xie, Meiqi Wang, Yulu Cheng, and Xubao Wang IAENG International Journal of Computer Science, 52:5, pp1472-1483 [Online Full Text] Zhuo Zhao, Feilong Jiang, Chuangjia Zhao, Liangjie Xie, Meiqi Wang, Yulu Cheng, and Xubao Wang, "Research on Personalized Aspheric Glasses Design Based on Facial Feature Detection and DLP 3D Printing," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1472-1483, 2025
Enhancing Handle System for Digital Credentials Verification by Using Blockchain Mahamat Ali Hisseine, Deji Chen, and Yang Xiao IAENG International Journal of Computer Science, 52:5, pp1484-1500 [Online Full Text] Mahamat Ali Hisseine, Deji Chen, and Yang Xiao, "Enhancing Handle System for Digital Credentials Verification by Using Blockchain," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1484-1500, 2025
A Novel Method for Breast Cancer Diagnosis Classification using the DWD Loss Function Zakaria Khoudi, Nasreddine Hafidi, Soufiane Lyaqini, Mourad Nachaoui, and Youssef Ben Youssef IAENG International Journal of Computer Science, 52:5, pp1501-1509 [Online Full Text] Zakaria Khoudi, Nasreddine Hafidi, Soufiane Lyaqini, Mourad Nachaoui, and Youssef Ben Youssef, "A Novel Method for Breast Cancer Diagnosis Classification using the DWD Loss Function," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1501-1509, 2025
A Tri-objective Collaborative Development Scheduling Model Based on Improved Fuzzy TOPSIS with Constraints Junfeng Zhao, Nuo Guan, Xue Deng, Yan Xu, and Jianxin Yang IAENG International Journal of Computer Science, 52:5, pp1510-1522 [Online Full Text] Junfeng Zhao, Nuo Guan, Xue Deng, Yan Xu, and Jianxin Yang, "A Tri-objective Collaborative Development Scheduling Model Based on Improved Fuzzy TOPSIS with Constraints," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1510-1522, 2025
Analysis and Prediction of E-commerce User Behavior Based on Collaborative Filtering and Clustering Algorithm Xiao Zhang, and Mingyang Song IAENG International Journal of Computer Science, 52:5, pp1523-1532 [Online Full Text] Xiao Zhang, and Mingyang Song, "Analysis and Prediction of E-commerce User Behavior Based on Collaborative Filtering and Clustering Algorithm," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1523-1532, 2025
Using Reinforcement Learning to Optimize the Formulation Design of Water-Based Coatings Xiaoli Zhao, Min Li, Wan Li, Kun Yang, and Yanlin Liu IAENG International Journal of Computer Science, 52:5, pp1533-1544 [Online Full Text] Xiaoli Zhao, Min Li, Wan Li, Kun Yang, and Yanlin Liu, "Using Reinforcement Learning to Optimize the Formulation Design of Water-Based Coatings," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1533-1544, 2025
Integrated Swarm Intelligence: ACO-PSO Fusion for Enhanced Satellite Image Feature Selection Samriti Rana, and Lovejit Singh IAENG International Journal of Computer Science, 52:5, pp1545-1557 [Online Full Text] Samriti Rana, and Lovejit Singh, "Integrated Swarm Intelligence: ACO-PSO Fusion for Enhanced Satellite Image Feature Selection," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1545-1557, 2025
Research on Face Expression Recognition Model Based on Improved CTAN Yancong Zhou, and Dongdong Wang IAENG International Journal of Computer Science, 52:5, pp1558-1569 [Online Full Text] Yancong Zhou, and Dongdong Wang, "Research on Face Expression Recognition Model Based on Improved CTAN," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1558-1569, 2025
Regularized Multi-Scale Spatial-Temporal Attention with Dual Decoders for Traffic Flow Prediction Xin Quan, Azhar Halik, and Yiming Ma IAENG International Journal of Computer Science, 52:5, pp1570-1584 [Online Full Text] Xin Quan, Azhar Halik, and Yiming Ma, "Regularized Multi-Scale Spatial-Temporal Attention with Dual Decoders for Traffic Flow Prediction," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1570-1584, 2025
Adaptive BMRFO: Optimizing Descriptor Selection for Improved QSAR Biodegradation Classification Nor Fatin Nabila Aziz, Norfadzlia Mohd Yusof, Farhad Soleimanian Gharehchopogh, and Satrya Fajri Pratama IAENG International Journal of Computer Science, 52:5, pp1585-1595 [Online Full Text] Nor Fatin Nabila Aziz, Norfadzlia Mohd Yusof, Farhad Soleimanian Gharehchopogh, and Satrya Fajri Pratama, "Adaptive BMRFO: Optimizing Descriptor Selection for Improved QSAR Biodegradation Classification," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1585-1595, 2025
Research on Pavement Type Recognition Algorithm Based on Improved ResNeXt-50 Farong Kou, Liujie Xu, Jie Ren, Haiqi Wang, Ling Hu, and Yuan Li IAENG International Journal of Computer Science, 52:5, pp1596-1601 [Online Full Text] Farong Kou, Liujie Xu, Jie Ren, Haiqi Wang, Ling Hu, and Yuan Li, "Research on Pavement Type Recognition Algorithm Based on Improved ResNeXt-50," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1596-1601, 2025
Multi-level Thresholding Segmentation of Bearing Surface Defect Images Based on Pyramid Attention Network Wenhui Zhang, Dajian Yi, Haojia Chen, Zhangping You, and Yi Zhao IAENG International Journal of Computer Science, 52:5, pp1602-1615 [Online Full Text] Wenhui Zhang, Dajian Yi, Haojia Chen, Zhangping You, and Yi Zhao, "Multi-level Thresholding Segmentation of Bearing Surface Defect Images Based on Pyramid Attention Network," IAENG International Journal of Computer Science, vol. 52, no. 5, pp1602-1615, 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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