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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 8 (Online version available: 1 August 2025) [Cover page] [Table of Content]
JOURNAL PAPERS: CTS: A Unified Deep Learning Approach for Ship Detection in Complex Maritime Environments Wenxiu Wang, and Danbei Wang IAENG International Journal of Computer Science, 52:8, pp2518-2526 [Online Full Text] Wenxiu Wang, and Danbei Wang, "CTS: A Unified Deep Learning Approach for Ship Detection in Complex Maritime Environments," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2518-2526, 2025
A Novel Whale Optimization Algorithm Based on Population Diversity Strategy Kui Liu, and Yuguang Wang IAENG International Journal of Computer Science, 52:8, pp2527-2532 [Online Full Text] Kui Liu, and Yuguang Wang, "A Novel Whale Optimization Algorithm Based on Population Diversity Strategy," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2527-2532, 2025
Arabic Question Answering Systems Architectures: A Prisma-Based Systematic Literature Review Kaouthar Omari Alaoui, Najima Daoudi, and Manar Abourezq IAENG International Journal of Computer Science, 52:8, pp2533-2556 [Online Full Text] Kaouthar Omari Alaoui, Najima Daoudi, and Manar Abourezq, "Arabic Question Answering Systems Architectures: A Prisma-Based Systematic Literature Review," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2533-2556, 2025
A TCN-CNN Hybrid Network for the Inference of Single-cell Gene Regulatory Networks Siying Du, Kui Jin, Mingjing Tang, Yanqiong Duan, and Wei Gao IAENG International Journal of Computer Science, 52:8, pp2557-2565 [Online Full Text] Siying Du, Kui Jin, Mingjing Tang, Yanqiong Duan, and Wei Gao, "A TCN-CNN Hybrid Network for the Inference of Single-cell Gene Regulatory Networks," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2557-2565, 2025
XSS Attack Detection with Deep Learning and AdaBoost Yixian Liu, Lu Wang, and Yupeng Dai IAENG International Journal of Computer Science, 52:8, pp2566-2577 [Online Full Text] Yixian Liu, Lu Wang, and Yupeng Dai, "XSS Attack Detection with Deep Learning and AdaBoost," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2566-2577, 2025
Overlapping Group Sparsity TV with Lp-Norm Constraint for Infrared Dim Small Target Detection Yebin Chen, Jingjing Gui, and Wei Xue IAENG International Journal of Computer Science, 52:8, pp2578-2592 [Online Full Text] Yebin Chen, Jingjing Gui, and Wei Xue, "Overlapping Group Sparsity TV with Lp-Norm Constraint for Infrared Dim Small Target Detection," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2578-2592, 2025
Comparison of Deep Learning and Ensemble Learning as Surrogate Models in the Early Stage of Ship Design Nanda Yustina, Ade Ratih Ispandiari, Annisa Roschyntawati, Zulfa Qonita, Nurul Shabrina, Nanda Itohasi Gutami, Noor Muhammad Ridha Fuadi, Waluyo, Siti Sadiah, Abdul Kadir, Zaid Cahya, and Mochamad Adityo Rachmadi IAENG International Journal of Computer Science, 52:8, pp2593-2604 [Online Full Text] Nanda Yustina, Ade Ratih Ispandiari, Annisa Roschyntawati, Zulfa Qonita, Nurul Shabrina, Nanda Itohasi Gutami, Noor Muhammad Ridha Fuadi, Waluyo, Siti Sadiah, Abdul Kadir, Zaid Cahya, and Mochamad Adityo Rachmadi, "Comparison of Deep Learning and Ensemble Learning as Surrogate Models in the Early Stage of Ship Design," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2593-2604, 2025
A New Adaptive Multi-step Levenberg-Marquardt Method and its Improved Convergence Results Meilan Zeng, and Junchao Zhou IAENG International Journal of Computer Science, 52:8, pp2605-2611 [Online Full Text] Meilan Zeng, and Junchao Zhou, "A New Adaptive Multi-step Levenberg-Marquardt Method and its Improved Convergence Results," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2605-2611, 2025
SCSE-YOLO: A High-precision Underwater Garbage Detection Model Yanling Li, Tianyu Zhao, Jiaman Li, Qingqi Liang, Zhipeng Yang, and Chongyang Chen IAENG International Journal of Computer Science, 52:8, pp2612-2622 [Online Full Text] Yanling Li, Tianyu Zhao, Jiaman Li, Qingqi Liang, Zhipeng Yang, and Chongyang Chen, "SCSE-YOLO: A High-precision Underwater Garbage Detection Model," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2612-2622, 2025
EnsembleFL: A Dynamic Multi-Objective Evolutionary Algorithm based on an Ensemble Feed-forward Prediction Quanheng Zheng IAENG International Journal of Computer Science, 52:8, pp2623-2636 [Online Full Text] Quanheng Zheng, "EnsembleFL: A Dynamic Multi-Objective Evolutionary Algorithm based on an Ensemble Feed-forward Prediction," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2623-2636, 2025
Fixed-Time Extended State Observer Based Sliding Mode Control Design for Voltage Stability of Island Microgrid Weiping Wen, Baoqing Niu, Anqi Xu, Xu Guo, and Yanling Shang IAENG International Journal of Computer Science, 52:8, pp2637-2642 [Online Full Text] Weiping Wen, Baoqing Niu, Anqi Xu, Xu Guo, and Yanling Shang, "Fixed-Time Extended State Observer Based Sliding Mode Control Design for Voltage Stability of Island Microgrid," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2637-2642, 2025
BicTd-Brightening Intercultural Communication: Text Detection with Enhanced Light Vidya, Manjula G R, and Manjula C Belavagi IAENG International Journal of Computer Science, 52:8, pp2643-2653 [Online Full Text] Vidya, Manjula G R, and Manjula C Belavagi, "BicTd-Brightening Intercultural Communication: Text Detection with Enhanced Light," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2643-2653, 2025
Improved YOLOv8 Object Detection Algorithm for Nightime Driving Scenarios Rong Zhang, Song Gao, Pengwei Wang, Binbin Sun, and Yuying Fang IAENG International Journal of Computer Science, 52:8, pp2654-2664 [Online Full Text] Rong Zhang, Song Gao, Pengwei Wang, Binbin Sun, and Yuying Fang, "Improved YOLOv8 Object Detection Algorithm for Nightime Driving Scenarios," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2654-2664, 2025
Disease and Pest Detection for the Growing Stages of Eagle-billed Peach Using FSL Based on Transfer Learning Yongfu Zhou, Zhi Zeng, and Yuwan Gan IAENG International Journal of Computer Science, 52:8, pp2665-2674 [Online Full Text] Yongfu Zhou, Zhi Zeng, and Yuwan Gan, "Disease and Pest Detection for the Growing Stages of Eagle-billed Peach Using FSL Based on Transfer Learning," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2665-2674, 2025
A Comprehensive Overview of Architectural Analysis and Testing Evaluation for Autonomous Driving Decision-Making and Planning Methods Ming Kang, Zhan Shi, He Chen, Hongping Ren, Wei Fang, and Qian Dong IAENG International Journal of Computer Science, 52:8, pp2675-2683 [Online Full Text] Ming Kang, Zhan Shi, He Chen, Hongping Ren, Wei Fang, and Qian Dong, "A Comprehensive Overview of Architectural Analysis and Testing Evaluation for Autonomous Driving Decision-Making and Planning Methods," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2675-2683, 2025
Enhancing Speaker Recognition through Generative Adversarial Networks and Feature Fusion with ResNet18 Networks Yabo Xu, Xi Li, Runqiang Chen, and Weichen Wang IAENG International Journal of Computer Science, 52:8, pp2684-2691 [Online Full Text] Yabo Xu, Xi Li, Runqiang Chen, and Weichen Wang, "Enhancing Speaker Recognition through Generative Adversarial Networks and Feature Fusion with ResNet18 Networks," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2684-2691, 2025
Research on Iron Ore Classification Method based on Improved Shufflenet-v2 Network Jiahao Lin, and Jiyang Wang IAENG International Journal of Computer Science, 52:8, pp2692-2701 [Online Full Text] Jiahao Lin, and Jiyang Wang, "Research on Iron Ore Classification Method based on Improved Shufflenet-v2 Network," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2692-2701, 2025
Re-Evaluating the Performance of MIMSA as a Criterion for Time-Series Model Selection Maha Rani Pratama, Jonathan Hoseana, and Agus Sukmana IAENG International Journal of Computer Science, 52:8, pp2702-2709 [Online Full Text] Maha Rani Pratama, Jonathan Hoseana, and Agus Sukmana, "Re-Evaluating the Performance of MIMSA as a Criterion for Time-Series Model Selection," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2702-2709, 2025
DTSR-YOLO: Traffic Sign Detection Based on Improved YOLOv8 Bozhang Liu, Wenhua Cui, and Ye Tao IAENG International Journal of Computer Science, 52:8, pp2710-2718 [Online Full Text] Bozhang Liu, Wenhua Cui, and Ye Tao, "DTSR-YOLO: Traffic Sign Detection Based on Improved YOLOv8," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2710-2718, 2025
Research on Hybrid Model for Short-term Power Load Forecasting Based on Error Compensation Yuan Qingyun, Li Hengchen, Pan Yu, Wang Zhenyu, Ma Qingyuan, and Liu Tan IAENG International Journal of Computer Science, 52:8, pp2719-2725 [Online Full Text] Yuan Qingyun, Li Hengchen, Pan Yu, Wang Zhenyu, Ma Qingyuan, and Liu Tan, "Research on Hybrid Model for Short-term Power Load Forecasting Based on Error Compensation," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2719-2725, 2025
Modeling and Analysis of Hybrid Systems Based on Time Interval Hybrid Petri Nets for State Estimation Khouloud Soltani, Hajer Mlayeh, and Atef Khedher IAENG International Journal of Computer Science, 52:8, pp2726-2737 [Online Full Text] Khouloud Soltani, Hajer Mlayeh, and Atef Khedher, "Modeling and Analysis of Hybrid Systems Based on Time Interval Hybrid Petri Nets for State Estimation," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2726-2737, 2025
Hyperspectral Image Denoising with Fused Spatial-Spectral Smooth Operation and Graph Laplacian Regularization Wei Lin, and Shang Bao IAENG International Journal of Computer Science, 52:8, pp2738-2748 [Online Full Text] Wei Lin, and Shang Bao, "Hyperspectral Image Denoising with Fused Spatial-Spectral Smooth Operation and Graph Laplacian Regularization," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2738-2748, 2025
Atmospheric PM2.5 Concentration Prediction Based on the GV-MCBiLSTM Hybrid Model Boyu Dong, Boqun Li, and Xi Chen IAENG International Journal of Computer Science, 52:8, pp2749-2757 [Online Full Text] Boyu Dong, Boqun Li, and Xi Chen, "Atmospheric PM2.5 Concentration Prediction Based on the GV-MCBiLSTM Hybrid Model," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2749-2757, 2025
Research on State Detection of Ore Crusher Inlet Based on U-Net Network Chengcheng Xu, Shaochuan Xu, and Minghao Ma IAENG International Journal of Computer Science, 52:8, pp2758-2768 [Online Full Text] Chengcheng Xu, Shaochuan Xu, and Minghao Ma, "Research on State Detection of Ore Crusher Inlet Based on U-Net Network," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2758-2768, 2025
Agile Software Engineering: A Comprehensive Bibliometric Analysis Fadwa Saoiabi, Chaimae Elasri, Nassim Kharmoum, and Soumia Ziti IAENG International Journal of Computer Science, 52:8, pp2769-2791 [Online Full Text] Fadwa Saoiabi, Chaimae Elasri, Nassim Kharmoum, and Soumia Ziti, "Agile Software Engineering: A Comprehensive Bibliometric Analysis," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2769-2791, 2025
Statistical Analysis and Prediction Model Study of Metabolic Syndrome Risk Factors Sian Zhu, Danxuan Zhang, Chengzhi Liu, Xiaoling Zhou, and Jun Wang IAENG International Journal of Computer Science, 52:8, pp2792-2796 [Online Full Text] Sian Zhu, Danxuan Zhang, Chengzhi Liu, Xiaoling Zhou, and Jun Wang, "Statistical Analysis and Prediction Model Study of Metabolic Syndrome Risk Factors," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2792-2796, 2025
A Novel Employment Recommendation for Chinese College Students: Combining RNN and Topic Model Jin Xie, Mohamad Fadli Zolkipli, and Mohamad Farhan Mohamad Mohsin IAENG International Journal of Computer Science, 52:8, pp2797-2808 [Online Full Text] Jin Xie, Mohamad Fadli Zolkipli, and Mohamad Farhan Mohamad Mohsin, "A Novel Employment Recommendation for Chinese College Students: Combining RNN and Topic Model," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2797-2808, 2025
Real-Time Disease Identification of Banana Plants Using Neural Network Models Rushit R. Rivankar, Smitha N. Pai, Abhishek Rhisheekesan, Deekshitha, Lohith Prakash, Sunil V G, and Abel Philip Joseph IAENG International Journal of Computer Science, 52:8, pp2809-2835 [Online Full Text] Rushit R. Rivankar, Smitha N. Pai, Abhishek Rhisheekesan, Deekshitha, Lohith Prakash, Sunil V G, and Abel Philip Joseph, "Real-Time Disease Identification of Banana Plants Using Neural Network Models," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2809-2835, 2025
Attention Mechanism and Novel Inspection Heads for Steel Surface Defect Detection Zhen Yang IAENG International Journal of Computer Science, 52:8, pp2836-2845 [Online Full Text] Zhen Yang, "Attention Mechanism and Novel Inspection Heads for Steel Surface Defect Detection," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2836-2845, 2025
Research on the Approximation of Wavelet Expansions Based on Riesz Basis Shugai Zhao, and Chunfeng Wang IAENG International Journal of Computer Science, 52:8, pp2846-2851 [Online Full Text] Shugai Zhao, and Chunfeng Wang, "Research on the Approximation of Wavelet Expansions Based on Riesz Basis," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2846-2851, 2025
Automatically Detect and Count Wheat Spikes in Complex Fields by the Improved RT-DETR Junxiong Wang, Yaqin Zhao, Hao Ma, and Ying Pu IAENG International Journal of Computer Science, 52:8, pp2852-2864 [Online Full Text] Junxiong Wang, Yaqin Zhao, Hao Ma, and Ying Pu, "Automatically Detect and Count Wheat Spikes in Complex Fields by the Improved RT-DETR," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2852-2864, 2025
Hypertension Status Model with Bayesian Adaptive LASSO Binary Quantile Regression Using Asymmetric Laplace Distribution Lilis Harianti Hasibuan, Ferra Yanuar, Dodi Devianto, and Maiyastri IAENG International Journal of Computer Science, 52:8, pp2865-2872 [Online Full Text] Lilis Harianti Hasibuan, Ferra Yanuar, Dodi Devianto, and Maiyastri, "Hypertension Status Model with Bayesian Adaptive LASSO Binary Quantile Regression Using Asymmetric Laplace Distribution," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2865-2872, 2025
Analysis of Epileptic EEG Signals Based on Graph Capsule with Spatio-Temporal Spectral Hierarchical Residual Attention Sunan Ge, Shuang Wang, Xueqing Zhao, Xinying Wang, Qiong Yang, Song Tian, and Jun Chen IAENG International Journal of Computer Science, 52:8, pp2873-2882 [Online Full Text] Sunan Ge, Shuang Wang, Xueqing Zhao, Xinying Wang, Qiong Yang, Song Tian, and Jun Chen, "Analysis of Epileptic EEG Signals Based on Graph Capsule with Spatio-Temporal Spectral Hierarchical Residual Attention," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2873-2882, 2025
A Multi-Branch Transformer Model Integrating Temporal Spectral and Spatial Features for Four-Class EEG Signal Classification Xin-Tong Ye, and Tian-Wei Shi IAENG International Journal of Computer Science, 52:8, pp2883-2892 [Online Full Text] Xin-Tong Ye, and Tian-Wei Shi, "A Multi-Branch Transformer Model Integrating Temporal Spectral and Spatial Features for Four-Class EEG Signal Classification," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2883-2892, 2025
A Hybrid Encryption Scheme Based on The Tropical Jones Matrix Multiple Exponentiation Problem Weisha Kong, Huawei Huang, Changwen Peng, and Ting Xu IAENG International Journal of Computer Science, 52:8, pp2893-2900 [Online Full Text] Weisha Kong, Huawei Huang, Changwen Peng, and Ting Xu, "A Hybrid Encryption Scheme Based on The Tropical Jones Matrix Multiple Exponentiation Problem," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2893-2900, 2025
Hybrid Transformers with Multi-scale Feature Extraction for Vision-Language Tasks: CvT, MaxViT, and CoAtNet Miranda Surya Prakash, and Madhavi Mallam IAENG International Journal of Computer Science, 52:8, pp2901-2911 [Online Full Text] Miranda Surya Prakash, and Madhavi Mallam, "Hybrid Transformers with Multi-scale Feature Extraction for Vision-Language Tasks: CvT, MaxViT, and CoAtNet," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2901-2911, 2025
Motion Pattern Classification based on Multi-sensors Information Fusion through ResNet and LSTM Lie Yu, Pengliang Chen, and Lei Ding IAENG International Journal of Computer Science, 52:8, pp2912-2921 [Online Full Text] Lie Yu, Pengliang Chen, and Lei Ding, "Motion Pattern Classification based on Multi-sensors Information Fusion through ResNet and LSTM," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2912-2921, 2025
A Novel Fuzzy Logic-Based Hepatic Tissues Segmentation from CT scan Sangeeta K Siri, Pradeepa S C, Abhijith N, Pramod Kumar S, Sudha M S, and Baby H T IAENG International Journal of Computer Science, 52:8, pp2922-2934 [Online Full Text] Sangeeta K Siri, Pradeepa S C, Abhijith N, Pramod Kumar S, Sudha M S, and Baby H T, "A Novel Fuzzy Logic-Based Hepatic Tissues Segmentation from CT scan," IAENG International Journal of Computer Science, vol. 52, no. 8, pp2922-2934, 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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