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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 7 (Online version available: 1 July 2025) [Cover page] [Table of Content]
JOURNAL PAPERS: Road Object Detection Method Based on Improved SED-CRCNN Xinying Chen, Shuo Lv, Wei Jiang, Ying Liu, and Mingjie Hu IAENG International Journal of Computer Science, 52:7, pp2039-2053 [Online Full Text] Xinying Chen, Shuo Lv, Wei Jiang, Ying Liu, and Mingjie Hu, "Road Object Detection Method Based on Improved SED-CRCNN," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2039-2053, 2025
Explainable AI Models for Blueberry Yield Prediction: A Step Towards Trustworthy Precision Agriculture Niranjan Deokule, and Geetanjali Kale IAENG International Journal of Computer Science, 52:7, pp2054-2067 [Online Full Text] Niranjan Deokule, and Geetanjali Kale, "Explainable AI Models for Blueberry Yield Prediction: A Step Towards Trustworthy Precision Agriculture," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2054-2067, 2025
T-distribution Random Nearest Neighbor Embedding Combined with Entropy Weight Yongxin Tang, and Limin Zou IAENG International Journal of Computer Science, 52:7, pp2068-2074 [Online Full Text] Yongxin Tang, and Limin Zou, "T-distribution Random Nearest Neighbor Embedding Combined with Entropy Weight," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2068-2074, 2025
Multigroup e-SIjRjTj Model for Malware Propagation in Wireless Sensor Networks Chukwunonso Henry Nwokoye IAENG International Journal of Computer Science, 52:7, pp2075-2090 [Online Full Text] Chukwunonso Henry Nwokoye, "Multigroup e-SIjRjTj Model for Malware Propagation in Wireless Sensor Networks," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2075-2090, 2025
Coordinated Allocation of Mobile Edge Computing Server Resources Based on Improved Aquila Optimizer Algorithm Yujing Wang, Yuanyuan Wei, Hui Li, Xiaoyu Du, and Wen Zhang IAENG International Journal of Computer Science, 52:7, pp2091-2104 [Online Full Text] Yujing Wang, Yuanyuan Wei, Hui Li, Xiaoyu Du, and Wen Zhang, "Coordinated Allocation of Mobile Edge Computing Server Resources Based on Improved Aquila Optimizer Algorithm," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2091-2104, 2025
Multi-UAV Cooperative Power Inspection Base on Improved PSO Algorithm Obstacle Avoidance Path Planning Changsheng Zhu, Minrui Zhao, Tianyu Li, Jingjie Li, Yafeng Zhao, and Suchao Wang IAENG International Journal of Computer Science, 52:7, pp2105-2120 [Online Full Text] Changsheng Zhu, Minrui Zhao, Tianyu Li, Jingjie Li, Yafeng Zhao, and Suchao Wang, "Multi-UAV Cooperative Power Inspection Base on Improved PSO Algorithm Obstacle Avoidance Path Planning," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2105-2120, 2025
Efficient Classification of Diffuse Lung Disease in Class Imbalance Data Shyla Raj, and B.S Mahanand IAENG International Journal of Computer Science, 52:7, pp2121-2128 [Online Full Text] Shyla Raj, and B.S Mahanand, "Efficient Classification of Diffuse Lung Disease in Class Imbalance Data," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2121-2128, 2025
Multi-robot Path Planning based on an Enhanced Harmony Search Algorithm Pingfeng Zhang, and Fangyan Nie IAENG International Journal of Computer Science, 52:7, pp2129-2140 [Online Full Text] Pingfeng Zhang, and Fangyan Nie, "Multi-robot Path Planning based on an Enhanced Harmony Search Algorithm," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2129-2140, 2025
Research on Complex Defect Detection Method on Steel Surface based on EBA-YOLO Wenhui Zhang, Dajian Yi, Zheng Fang, Yi Zhao, and Zhangping You IAENG International Journal of Computer Science, 52:7, pp2141-2151 [Online Full Text] Wenhui Zhang, Dajian Yi, Zheng Fang, Yi Zhao, and Zhangping You, "Research on Complex Defect Detection Method on Steel Surface based on EBA-YOLO," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2141-2151, 2025
A Multimodal Approach for Human Emotion Recognition from Bangla Text and Speech Md Jabed Hosen, and Iqbal Ahmed IAENG International Journal of Computer Science, 52:7, pp2152-2162 [Online Full Text] Md Jabed Hosen, and Iqbal Ahmed, "A Multimodal Approach for Human Emotion Recognition from Bangla Text and Speech," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2152-2162, 2025
Method for Identifying and Analyzing Factors Influencing Traffic Efficiency at Lane Level Huasheng Liu, Kui Dong, Kai Ding, Haoran Deng, Zhongpeng Wang, Jin Li, and Sha Yang IAENG International Journal of Computer Science, 52:7, pp2163-2186 [Online Full Text] Huasheng Liu, Kui Dong, Kai Ding, Haoran Deng, Zhongpeng Wang, Jin Li, and Sha Yang, "Method for Identifying and Analyzing Factors Influencing Traffic Efficiency at Lane Level," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2163-2186, 2025
Advancing Plant Species Recognition with Cascaded CNNs and Transfer Learning A. Karnan, and R. Ragupathy IAENG International Journal of Computer Science, 52:7, pp2187-2201 [Online Full Text] A. Karnan, and R. Ragupathy, "Advancing Plant Species Recognition with Cascaded CNNs and Transfer Learning," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2187-2201, 2025
Apple Detection Algorithm under Complex Background Based on Improved YOLOv8 Qiang Guo, Chi Ma, and Hui Hu IAENG International Journal of Computer Science, 52:7, pp2202-2209 [Online Full Text] Qiang Guo, Chi Ma, and Hui Hu, "Apple Detection Algorithm under Complex Background Based on Improved YOLOv8," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2202-2209, 2025
A Secure Data Storage Model for Wearable Medical IoT Devices Using Blockchain Technology Zouhair Elhadari, Hicham Zougagh, Noureddine Idboufker, Mohamed Ech-chebaby, and Samir Elouaham IAENG International Journal of Computer Science, 52:7, pp2210-2222 [Online Full Text] Zouhair Elhadari, Hicham Zougagh, Noureddine Idboufker, Mohamed Ech-chebaby, and Samir Elouaham, "A Secure Data Storage Model for Wearable Medical IoT Devices Using Blockchain Technology," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2210-2222, 2025
Dynamic-awareness-based Spark Execution Plan Selection and Shuffle Optimization Strategies Congyang Wang, Junyang Yu, Han Li, Yanhao Zhang, Dan Wang, Qingsong Xu, and Haifeng Fei IAENG International Journal of Computer Science, 52:7, pp2223-2233 [Online Full Text] Congyang Wang, Junyang Yu, Han Li, Yanhao Zhang, Dan Wang, Qingsong Xu, and Haifeng Fei, "Dynamic-awareness-based Spark Execution Plan Selection and Shuffle Optimization Strategies," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2223-2233, 2025
XGBoost-Driven Intrusion Detection Method: Integrating SMOTE-Based Class Imbalance Mitigation and Multi-Phase Learning Wanzhi Chen, and Diawara Faysal Almamy IAENG International Journal of Computer Science, 52:7, pp2234-2247 [Online Full Text] Wanzhi Chen, and Diawara Faysal Almamy, "XGBoost-Driven Intrusion Detection Method: Integrating SMOTE-Based Class Imbalance Mitigation and Multi-Phase Learning," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2234-2247, 2025
Encryption of Data Using Distance Antimagic Labeling Anjali Yadav, and Minirani S. IAENG International Journal of Computer Science, 52:7, pp2248-2255 [Online Full Text] Anjali Yadav, and Minirani S., "Encryption of Data Using Distance Antimagic Labeling," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2248-2255, 2025
Research on Student Performance Prediction Based on SVM Optimized by Hybrid SSA Xiaoling Guo, Rui Wang, Xinghua Sun, and Qiyue Zhang IAENG International Journal of Computer Science, 52:7, pp2256-2266 [Online Full Text] Xiaoling Guo, Rui Wang, Xinghua Sun, and Qiyue Zhang, "Research on Student Performance Prediction Based on SVM Optimized by Hybrid SSA," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2256-2266, 2025
SwinAttention-HRNet: Optimizing Remote Sensing Image Recognition and Classification Guinan Wu, and Qinghong Wu IAENG International Journal of Computer Science, 52:7, pp2267-2277 [Online Full Text] Guinan Wu, and Qinghong Wu, "SwinAttention-HRNet: Optimizing Remote Sensing Image Recognition and Classification," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2267-2277, 2025
Constructing a Closed Road Search Model Using GIS and Satellite Data for Post-Tsunami Transportation Optimization Shouyi Gao, and Mitsugu Saito IAENG International Journal of Computer Science, 52:7, pp2278-2288 [Online Full Text] Shouyi Gao, and Mitsugu Saito, "Constructing a Closed Road Search Model Using GIS and Satellite Data for Post-Tsunami Transportation Optimization," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2278-2288, 2025
Distributed Data Analysis Based on Single Index Model Jingcheng Xian, Cheng Wang, and Guangbao Guo IAENG International Journal of Computer Science, 52:7, pp2289-2294 [Online Full Text] Jingcheng Xian, Cheng Wang, and Guangbao Guo, "Distributed Data Analysis Based on Single Index Model," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2289-2294, 2025
Detection of Lung Cancer by Using Hybrid Classification Algorithm of CT Scan Images Shazia Shamas, Ishu Sharma, and Surya Narayan Panda IAENG International Journal of Computer Science, 52:7, pp2295-2314 [Online Full Text] Shazia Shamas, Ishu Sharma, and Surya Narayan Panda, "Detection of Lung Cancer by Using Hybrid Classification Algorithm of CT Scan Images," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2295-2314, 2025
MLFNet: Rgb-d Salient Object Detection Based on Multi-Level Feature Perception Shanshan Wang, Huiying Ru, Bin Li, and Zhao Liu IAENG International Journal of Computer Science, 52:7, pp2315-2322 [Online Full Text] Shanshan Wang, Huiying Ru, Bin Li, and Zhao Liu, "MLFNet: Rgb-d Salient Object Detection Based on Multi-Level Feature Perception," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2315-2322, 2025
Feature Fusion Based on Stacked Attention Lightweight Human Pose Estimation Gaoxiang Ma, Zhao Wang, and Ji Zhao IAENG International Journal of Computer Science, 52:7, pp2323-2332 [Online Full Text] Gaoxiang Ma, Zhao Wang, and Ji Zhao, "Feature Fusion Based on Stacked Attention Lightweight Human Pose Estimation," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2323-2332, 2025
Software-Defined Networks Topology Discovery Security and Drawbacks: A Survey of Attacks and Defenses Ali Abduljabbar Ali, Abdullah Muhammed, Muhammad Daniel Hafiz Abdullah, and Amir Rizaan Abdul Rahiman IAENG International Journal of Computer Science, 52:7, pp2333-2357 [Online Full Text] Ali Abduljabbar Ali, Abdullah Muhammed, Muhammad Daniel Hafiz Abdullah, and Amir Rizaan Abdul Rahiman, "Software-Defined Networks Topology Discovery Security and Drawbacks: A Survey of Attacks and Defenses," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2333-2357, 2025
Multi-view Fusion Transformer For 3D Whole-Body Mesh Recovery Junman Zhou, and Ziwei Zhou IAENG International Journal of Computer Science, 52:7, pp2358-2367 [Online Full Text] Junman Zhou, and Ziwei Zhou, "Multi-view Fusion Transformer For 3D Whole-Body Mesh Recovery," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2358-2367, 2025
Multi Model Telugu Speech Signal Analysis Towards Controlling Home Appliances Parabattina Bhagath, Matti Indu Lakshmi Prasanna, M Shanmukha, P G Nagasri, Mocherla Swetha, and Pradip K Das IAENG International Journal of Computer Science, 52:7, pp2368-2380 [Online Full Text] Parabattina Bhagath, Matti Indu Lakshmi Prasanna, M Shanmukha, P G Nagasri, Mocherla Swetha, and Pradip K Das, "Multi Model Telugu Speech Signal Analysis Towards Controlling Home Appliances," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2368-2380, 2025
A Brain-Computer Interface Four-class Classification Algorithm Integrating a Custom Spiking Neural Network with Attention Mechanisms Ying-Jie Jia, Tian-Wei Shi, Ling Ren, and Wen-Hua Cui IAENG International Journal of Computer Science, 52:7, pp2381-2390 [Online Full Text] Ying-Jie Jia, Tian-Wei Shi, Ling Ren, and Wen-Hua Cui, "A Brain-Computer Interface Four-class Classification Algorithm Integrating a Custom Spiking Neural Network with Attention Mechanisms," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2381-2390, 2025
Securing IoT Networks with SYN-GAN: A Robust Intrusion Detection System Using GAN-Generated Data Lavanya G, Tenali Nagamani, Hari Kishan Chapala, Naresh Kumar Bhagavatham, N Venkateswara Rao, and Ch Smitha Chowdary IAENG International Journal of Computer Science, 52:7, pp2391-2399 [Online Full Text] Lavanya G, Tenali Nagamani, Hari Kishan Chapala, Naresh Kumar Bhagavatham, N Venkateswara Rao, and Ch Smitha Chowdary, "Securing IoT Networks with SYN-GAN: A Robust Intrusion Detection System Using GAN-Generated Data," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2391-2399, 2025
CCD-YOLO: A Lightweight Method for Road Defect Detection Man Wu, and Ye Tao IAENG International Journal of Computer Science, 52:7, pp2400-2410 [Online Full Text] Man Wu, and Ye Tao, "CCD-YOLO: A Lightweight Method for Road Defect Detection," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2400-2410, 2025
An Efficient Convolution Neural Network-based Novel Framework for Potato Leaf Diseases Classification and Identification Md Yasir Arafat, Sawrnali Khatun, Monishanker Halder, Mohammad Nowsin Amin Sheikh, Md. Nasim Adnan, and Sk. Shalauddin Kabir IAENG International Journal of Computer Science, 52:7, pp2411-2428 [Online Full Text] Md Yasir Arafat, Sawrnali Khatun, Monishanker Halder, Mohammad Nowsin Amin Sheikh, Md. Nasim Adnan, and Sk. Shalauddin Kabir, "An Efficient Convolution Neural Network-based Novel Framework for Potato Leaf Diseases Classification and Identification," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2411-2428, 2025
Adaptive Extended Kalman Filter Based Indoor Positioning Algorithm Integrating Wi-Fi and PDR Xin-Peng Zheng, Lie-Ping Zhang, Zhen-Tao Yu, and Cui Zhang IAENG International Journal of Computer Science, 52:7, pp2429-2444 [Online Full Text] Xin-Peng Zheng, Lie-Ping Zhang, Zhen-Tao Yu, and Cui Zhang, "Adaptive Extended Kalman Filter Based Indoor Positioning Algorithm Integrating Wi-Fi and PDR," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2429-2444, 2025
A Note On Advanced Normalization Algorithms And Their Applications Amutha B, Perumal R, Jackson J, and Senthil S IAENG International Journal of Computer Science, 52:7, pp2445-2452 [Online Full Text] Amutha B, Perumal R, Jackson J, and Senthil S, "A Note On Advanced Normalization Algorithms And Their Applications," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2445-2452, 2025
Research on the Stochastic Evolutionary Game of Effective Supervision on Elderly Care Services under Internet Plus Xiaoyan Cao, Xuelin Zhao, and Jiading Wang IAENG International Journal of Computer Science, 52:7, pp2453-2466 [Online Full Text] Xiaoyan Cao, Xuelin Zhao, and Jiading Wang, "Research on the Stochastic Evolutionary Game of Effective Supervision on Elderly Care Services under Internet Plus," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2453-2466, 2025
Privacy-Preserving Federated Learning for Skin Cancer Detection Using Homomorphic Encryption and Advanced Deep Learning Techniques Sahar Ebadinezhad, and Noor Amer Ahmed IAENG International Journal of Computer Science, 52:7, pp2467-2477 [Online Full Text] Sahar Ebadinezhad, and Noor Amer Ahmed, "Privacy-Preserving Federated Learning for Skin Cancer Detection Using Homomorphic Encryption and Advanced Deep Learning Techniques," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2467-2477, 2025
TKS-UNet :TransUNet-based Interpretable Multiscale Feature Fusion Neural Network for Retinal Vessel Segmentation Zhenyu Chen, and Ziwei Zhou IAENG International Journal of Computer Science, 52:7, pp2478-2485 [Online Full Text] Zhenyu Chen, and Ziwei Zhou, "TKS-UNet :TransUNet-based Interpretable Multiscale Feature Fusion Neural Network for Retinal Vessel Segmentation," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2478-2485, 2025
Unveiling Visual Wellness: An Advanced Deep Learning Approach for Early Eye Disease Detection and Classification Sonam Mittal, Soni Singh, Arpita Gupta, Premananda Sahu, and Mamta Sharma IAENG International Journal of Computer Science, 52:7, pp2486-2497 [Online Full Text] Sonam Mittal, Soni Singh, Arpita Gupta, Premananda Sahu, and Mamta Sharma, "Unveiling Visual Wellness: An Advanced Deep Learning Approach for Early Eye Disease Detection and Classification," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2486-2497, 2025
View-Specific Dropout and Weighted View Dual-Channel Decoupling Framework for Unbalanced Multi-View Weak Multi-Label Classification Minghao Zhou, Yiying Wang, Siying Pan, Yuanyuan Li, and Qing Ai IAENG International Journal of Computer Science, 52:7, pp2498-2507 [Online Full Text] Minghao Zhou, Yiying Wang, Siying Pan, Yuanyuan Li, and Qing Ai, "View-Specific Dropout and Weighted View Dual-Channel Decoupling Framework for Unbalanced Multi-View Weak Multi-Label Classification," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2498-2507, 2025
Sustainable Deep Learning-Based Fault Detection for Next-Generation 6G Networks D. Hareesha, B. Senthilkumaran, Kundha Laxmi Prasanna, Janjhyam Venkata Naga Ramesh, R. Jeyalakshmi, and Swarna Mahesh Naidu IAENG International Journal of Computer Science, 52:7, pp2508-2517 [Online Full Text] D. Hareesha, B. Senthilkumaran, Kundha Laxmi Prasanna, Janjhyam Venkata Naga Ramesh, R. Jeyalakshmi, and Swarna Mahesh Naidu, "Sustainable Deep Learning-Based Fault Detection for Next-Generation 6G Networks," IAENG International Journal of Computer Science, vol. 52, no. 7, pp2508-2517, 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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