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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 7 (Online version available: 1 July 2026) [Cover page] [Table of Content]
JOURNAL PAPERS: Social Recommendation Algorithm Based on Hypergraph and Attention Mechanism Gang Sun, Junjie Xie, and Jianqiao Liu IAENG International Journal of Computer Science, 53:7, pp2454-2463 [Online Full Text] Gang Sun, Junjie Xie, and Jianqiao Liu, "Social Recommendation Algorithm Based on Hypergraph and Attention Mechanism," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2454-2463, 2026
Intelligent Market Demand Forecasting: The Power of Neural Networks in Univariate and Multivariate Models Petrus Wolo, Sri Mulyana, and Aina Musdholifah IAENG International Journal of Computer Science, 53:7, pp2464-2478 [Online Full Text] Petrus Wolo, Sri Mulyana, and Aina Musdholifah, "Intelligent Market Demand Forecasting: The Power of Neural Networks in Univariate and Multivariate Models," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2464-2478, 2026
Dual-Frequency Representation Learning with Graph Convolutional Networks for Sequential Recommendation Yancong Zhou, and Kaiyue Zeng IAENG International Journal of Computer Science, 53:7, pp2479-2493 [Online Full Text] Yancong Zhou, and Kaiyue Zeng, "Dual-Frequency Representation Learning with Graph Convolutional Networks for Sequential Recommendation," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2479-2493, 2026
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on the BKA-SA-LSTM Model Jie MENG, Chaonan LIU, Tao ZHANG, Rongxing CUI, and Jiangchen HAO IAENG International Journal of Computer Science, 53:7, pp2494-2505 [Online Full Text] Jie MENG, Chaonan LIU, Tao ZHANG, Rongxing CUI, and Jiangchen HAO, "Remaining Useful Life Prediction of Lithium-Ion Batteries Based on the BKA-SA-LSTM Model," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2494-2505, 2026
GWO-Optimized Stacking Deep Learning Framework for Diabetic Retinopathy Detection Using Enhanced Retinal Imaging Arpita Nibedita, Prabhat Kumar Sahu, and Srikanta Patnaik IAENG International Journal of Computer Science, 53:7, pp2506-2525 [Online Full Text] Arpita Nibedita, Prabhat Kumar Sahu, and Srikanta Patnaik, "GWO-Optimized Stacking Deep Learning Framework for Diabetic Retinopathy Detection Using Enhanced Retinal Imaging," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2506-2525, 2026
CoFFEe-Qwen: A Large Language Model for Chinese Financial Sentiment Analysis Using the Contrastive Learning and Fine-Tuning Paradigm Wenfang Feng, Chen Yang, Minrui Zhao, Zhiyuan Xia, and Fufu Wang IAENG International Journal of Computer Science, 53:7, pp2526-2539 [Online Full Text] Wenfang Feng, Chen Yang, Minrui Zhao, Zhiyuan Xia, and Fufu Wang, "CoFFEe-Qwen: A Large Language Model for Chinese Financial Sentiment Analysis Using the Contrastive Learning and Fine-Tuning Paradigm," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2526-2539, 2026
Automatic Summarization of English Text Based on the Fusion of Multiple Text Features Yahui Wang, Qingxia Chang, and Xuelei Meng IAENG International Journal of Computer Science, 53:7, pp2540-2545 [Online Full Text] Yahui Wang, Qingxia Chang, and Xuelei Meng, "Automatic Summarization of English Text Based on the Fusion of Multiple Text Features," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2540-2545, 2026
Dynamic Attention-Guided Convolutional Network for Retinal Vessel Segmentation Xihong Zhang IAENG International Journal of Computer Science, 53:7, pp2546-2557 [Online Full Text] Xihong Zhang, "Dynamic Attention-Guided Convolutional Network for Retinal Vessel Segmentation," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2546-2557, 2026
Intelligent and Dynamic CPQ Shortlist Vendor Selection Framework Using AHP-TOPSIS Youness Ghazi, Khadija Arhid, and Taoufiq Gadi IAENG International Journal of Computer Science, 53:7, pp2558-2574 [Online Full Text] Youness Ghazi, Khadija Arhid, and Taoufiq Gadi, "Intelligent and Dynamic CPQ Shortlist Vendor Selection Framework Using AHP-TOPSIS," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2558-2574, 2026
DPGI: A Two-Stage Framework for Robust Super-Resolution Ghost Imaging in Noisy Environments Zhongyang Chen, Hejun Xuan, and Zhipeng Yang IAENG International Journal of Computer Science, 53:7, pp2575-2582 [Online Full Text] Zhongyang Chen, Hejun Xuan, and Zhipeng Yang, "DPGI: A Two-Stage Framework for Robust Super-Resolution Ghost Imaging in Noisy Environments," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2575-2582, 2026
Parametric ReLU and Parametric ELU Activation Feed-Forward Networks: Consistency, Rates, and Asymptotic Normality Vincentius Franstianto, and Robby IAENG International Journal of Computer Science, 53:7, pp2583-2593 [Online Full Text] Vincentius Franstianto, and Robby, "Parametric ReLU and Parametric ELU Activation Feed-Forward Networks: Consistency, Rates, and Asymptotic Normality," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2583-2593, 2026
HDBA-YOLO: A Lightweight Detection Model for Steel Surface Defects with Hybrid Dimensional Features and Bidirectional Aggregation Xinliang Zhang, Shuo Wang, Yitian Zhou, and Lijie Jia IAENG International Journal of Computer Science, 53:7, pp2594-2608 [Online Full Text] Xinliang Zhang, Shuo Wang, Yitian Zhou, and Lijie Jia, "HDBA-YOLO: A Lightweight Detection Model for Steel Surface Defects with Hybrid Dimensional Features and Bidirectional Aggregation," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2594-2608, 2026
A Deep Balanced Depression Detection Model Optimized by Elastic Net Mengdi Zhang, Chengyuan Cao, Mei Song, Li Zhao, and Zhangqing Gu IAENG International Journal of Computer Science, 53:7, pp2609-2618 [Online Full Text] Mengdi Zhang, Chengyuan Cao, Mei Song, Li Zhao, and Zhangqing Gu, "A Deep Balanced Depression Detection Model Optimized by Elastic Net," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2609-2618, 2026
Investigating CNN, GNN, and Federated Learning for Enhanced Offline Signature Verification Ashish Kumar Srivastava, Tauseef Ahmad, Md. Asraful Haque, and Md. Vaseem Naiyer IAENG International Journal of Computer Science, 53:7, pp2619-2628 [Online Full Text] Ashish Kumar Srivastava, Tauseef Ahmad, Md. Asraful Haque, and Md. Vaseem Naiyer, "Investigating CNN, GNN, and Federated Learning for Enhanced Offline Signature Verification," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2619-2628, 2026
ARL-YOLO: A Lightweight Steel Surface Defect Detection Algorithm Xinguo Sun, Ye Tao, Wenhua Cui, Huiyan Liu, Yang Yu, and Xinli Sun IAENG International Journal of Computer Science, 53:7, pp2629-2639 [Online Full Text] Xinguo Sun, Ye Tao, Wenhua Cui, Huiyan Liu, Yang Yu, and Xinli Sun, "ARL-YOLO: A Lightweight Steel Surface Defect Detection Algorithm," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2629-2639, 2026
Sparse Online Principal Component for Elliptical Factor Models Yuanyuan Zhou, Siqi Liu, and Guangbao Guo IAENG International Journal of Computer Science, 53:7, pp2640-2644 [Online Full Text] Yuanyuan Zhou, Siqi Liu, and Guangbao Guo, "Sparse Online Principal Component for Elliptical Factor Models," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2640-2644, 2026
Network Perturbation Using GA-Based Local Structure Mutation Strategy Cing Gel Vung, and Yi Yi Hlaing IAENG International Journal of Computer Science, 53:7, pp2645-2658 [Online Full Text] Cing Gel Vung, and Yi Yi Hlaing, "Network Perturbation Using GA-Based Local Structure Mutation Strategy," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2645-2658, 2026
A Physics-Guided Dual-Path Temporal Fusion Framework for Continuous Risk Assessment in UAV Logistics Yuxi Gao, Lanfen Liu, and Xinfeng Yang IAENG International Journal of Computer Science, 53:7, pp2659-2673 [Online Full Text] Yuxi Gao, Lanfen Liu, and Xinfeng Yang, "A Physics-Guided Dual-Path Temporal Fusion Framework for Continuous Risk Assessment in UAV Logistics," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2659-2673, 2026
Research on Robot Parameter Identification Based on Black-winged Kite Optimization Algorithm Ying Zheng, Zehua Wu, Guifang Qiao, and Yichao Wu IAENG International Journal of Computer Science, 53:7, pp2674-2678 [Online Full Text] Ying Zheng, Zehua Wu, Guifang Qiao, and Yichao Wu, "Research on Robot Parameter Identification Based on Black-winged Kite Optimization Algorithm," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2674-2678, 2026
A Deep Feature and Ensemble-Based Approach for Robust Papaya Leaf Disease Classification Rudi Kurniawan, and A. Taqwa Martadinata IAENG International Journal of Computer Science, 53:7, pp2679-2689 [Online Full Text] Rudi Kurniawan, and A. Taqwa Martadinata, "A Deep Feature and Ensemble-Based Approach for Robust Papaya Leaf Disease Classification," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2679-2689, 2026
Load Forecasting for Transformer Area Residents Based on a TCN-GCN Model Kan Feng, Libao Wei, Zhaobin Wu, Weijin Liu, Qing Xu, and Guojie Hao IAENG International Journal of Computer Science, 53:7, pp2690-2705 [Online Full Text] Kan Feng, Libao Wei, Zhaobin Wu, Weijin Liu, Qing Xu, and Guojie Hao, "Load Forecasting for Transformer Area Residents Based on a TCN-GCN Model," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2690-2705, 2026
Traffic Pattern Recognition via Trajectory Data Mining: An Algorithmic Framework Xiaobo Yang IAENG International Journal of Computer Science, 53:7, pp2706-2710 [Online Full Text] Xiaobo Yang, "Traffic Pattern Recognition via Trajectory Data Mining: An Algorithmic Framework," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2706-2710, 2026
Development and Preliminary Evaluation of an Automated System for Strabismus Diagnosis Based on Eye Position Measurement Qin Jiang, Li-Jin Gan, and Qi Zhou IAENG International Journal of Computer Science, 53:7, pp2711-2726 [Online Full Text] Qin Jiang, Li-Jin Gan, and Qi Zhou, "Development and Preliminary Evaluation of an Automated System for Strabismus Diagnosis Based on Eye Position Measurement," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2711-2726, 2026
TAU-Net: Mitigating Oversegmentation with a Topology and CBAM Augmented Attention U-Net Sanjeet Kumar, and Urmila Pilania IAENG International Journal of Computer Science, 53:7, pp2727-2739 [Online Full Text] Sanjeet Kumar, and Urmila Pilania, "TAU-Net: Mitigating Oversegmentation with a Topology and CBAM Augmented Attention U-Net," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2727-2739, 2026
Parallel Network Speech Emotion Recognition Based on Hybrid Attention Mechanism Zhangfang Hu, Yulong Wang, and Yicheng Tang IAENG International Journal of Computer Science, 53:7, pp2740-2749 [Online Full Text] Zhangfang Hu, Yulong Wang, and Yicheng Tang, "Parallel Network Speech Emotion Recognition Based on Hybrid Attention Mechanism," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2740-2749, 2026
Speech Emotion Recognition Based on CNN-BiGRU with a Three-Branch Parallel Fusion Architecture Lie Yu, and Sijun Chen IAENG International Journal of Computer Science, 53:7, pp2750-2763 [Online Full Text] Lie Yu, and Sijun Chen, "Speech Emotion Recognition Based on CNN-BiGRU with a Three-Branch Parallel Fusion Architecture," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2750-2763, 2026
A Two-Stage Automatic Framework For Rail Surface Inspection Using YOLOv10 And AutoML Minh Tuan Ha, and Phuong Ty Nguyen IAENG International Journal of Computer Science, 53:7, pp2764-2777 [Online Full Text] Minh Tuan Ha, and Phuong Ty Nguyen, "A Two-Stage Automatic Framework For Rail Surface Inspection Using YOLOv10 And AutoML," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2764-2777, 2026
Lightweight UAV Small Target Detection Algorithm Based on Improved YOLOv8 Bo Zhang, Ye Tao, and Wenhua Cui IAENG International Journal of Computer Science, 53:7, pp2778-2789 [Online Full Text] Bo Zhang, Ye Tao, and Wenhua Cui, "Lightweight UAV Small Target Detection Algorithm Based on Improved YOLOv8," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2778-2789, 2026
Vision-Based Automated Contrast Calibration for Monochrome LCDs Zhuoqi Lin, Dianqin Lin, Yi Shen, Qianxian Zhan, Zenghui Feng, and Shuangxi Wang IAENG International Journal of Computer Science, 53:7, pp2790-2801 [Online Full Text] Zhuoqi Lin, Dianqin Lin, Yi Shen, Qianxian Zhan, Zenghui Feng, and Shuangxi Wang, "Vision-Based Automated Contrast Calibration for Monochrome LCDs," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2790-2801, 2026
Harnessing Convolutional Neural Networks to Classify Gender and Age Groups in Spoken Telugu Parabattina Bhagath, Muthyala Sai Keerthi, and Ch Anusha IAENG International Journal of Computer Science, 53:7, pp2802-2810 [Online Full Text] Parabattina Bhagath, Muthyala Sai Keerthi, and Ch Anusha, "Harnessing Convolutional Neural Networks to Classify Gender and Age Groups in Spoken Telugu," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2802-2810, 2026
An Underwater Image Enhancement Method based on Implicit Neural Representation Jinghao Chen, Mengzhen Du, and Huayang Zhangzhu IAENG International Journal of Computer Science, 53:7, pp2811-2824 [Online Full Text] Jinghao Chen, Mengzhen Du, and Huayang Zhangzhu, "An Underwater Image Enhancement Method based on Implicit Neural Representation," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2811-2824, 2026
Multimodal Collaboration via Multi-stage Augmentation for Few-Shot Foodborne Pathogens Classification Yixiang Zhang, Yuting Hang, and Jie Fang IAENG International Journal of Computer Science, 53:7, pp2825-2833 [Online Full Text] Yixiang Zhang, Yuting Hang, and Jie Fang, "Multimodal Collaboration via Multi-stage Augmentation for Few-Shot Foodborne Pathogens Classification," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2825-2833, 2026
U2S-HS: Unsupervised-to-Supervised Haze Stratification for Adaptive Dehazing with Multi-Profile EDCP Fathul Hafidh, Guruh Fajar Shidik, Abdul Syukur, and Pulung Nurtantio Andono IAENG International Journal of Computer Science, 53:7, pp2834-2851 [Online Full Text] Fathul Hafidh, Guruh Fajar Shidik, Abdul Syukur, and Pulung Nurtantio Andono, "U2S-HS: Unsupervised-to-Supervised Haze Stratification for Adaptive Dehazing with Multi-Profile EDCP," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2834-2851, 2026
A Dual-Graph Convolutional Knowledge Tracking Method Based On Hidden Knowledge Extraction Wenfang Feng, Hang Cao, Minrui Zhao, and Zhiyuan Xia IAENG International Journal of Computer Science, 53:7, pp2852-2865 [Online Full Text] Wenfang Feng, Hang Cao, Minrui Zhao, and Zhiyuan Xia, "A Dual-Graph Convolutional Knowledge Tracking Method Based On Hidden Knowledge Extraction," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2852-2865, 2026
Few-Shot Object Detection via Multi-Scale Channel Aggregation and Contrastive Prototype Learning Huadong Sun, Junwei Tong, and Yexuan Zhao IAENG International Journal of Computer Science, 53:7, pp2866-2881 [Online Full Text] Huadong Sun, Junwei Tong, and Yexuan Zhao, "Few-Shot Object Detection via Multi-Scale Channel Aggregation and Contrastive Prototype Learning," IAENG International Journal of Computer Science, vol. 53, no. 7, pp2866-2881, 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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