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 4 (Online version available: 1 April 2025)

 

JOURNAL PAPERS:

Predicting Chaotic System for Next-Gen Secure Communication with Machine learning

Amr Sayed AbdelFattah Youssef

IAENG International Journal of Computer Science, 52:4, pp872-885 [Online Full Text]

Amr Sayed AbdelFattah Youssef, "Predicting Chaotic System for Next-Gen Secure Communication with Machine learning," IAENG International Journal of Computer Science, vol. 52, no. 4, pp872-885, 2025

 

Vehicle Detection Algorithm in Complex Scenes Based on Improved YOLOv8

Qing Yu, Xinyu Ouyang, Bochao Su, Nannan Zhao, and Hongman You

IAENG International Journal of Computer Science, 52:4, pp886-893 [Online Full Text]

Qing Yu, Xinyu Ouyang, Bochao Su, Nannan Zhao, and Hongman You, "Vehicle Detection Algorithm in Complex Scenes Based on Improved YOLOv8," IAENG International Journal of Computer Science, vol. 52, no. 4, pp886-893, 2025

 

Heterologous Image Matching Based on Salience Region

Jinlong Zhai, Yang Xu, and Xiaohu Yan

IAENG International Journal of Computer Science, 52:4, pp894-900 [Online Full Text]

Jinlong Zhai, Yang Xu, and Xiaohu Yan, "Heterologous Image Matching Based on Salience Region," IAENG International Journal of Computer Science, vol. 52, no. 4, pp894-900, 2025

 

Securing the Internet of Medical Things: A Machine Learning Approach for Cyber Threat Detection

M. Agus Syamsul Arifin, and A. Taqwa Martadinata

IAENG International Journal of Computer Science, 52:4, pp901-919 [Online Full Text]

M. Agus Syamsul Arifin, and A. Taqwa Martadinata, "Securing the Internet of Medical Things: A Machine Learning Approach for Cyber Threat Detection," IAENG International Journal of Computer Science, vol. 52, no. 4, pp901-919, 2025

 

Lightweight Worker-Safety Equipment Detection Algorithm Based on YOLOv7

Changbin Wang

IAENG International Journal of Computer Science, 52:4, pp920-930 [Online Full Text]

Changbin Wang, "Lightweight Worker-Safety Equipment Detection Algorithm Based on YOLOv7," IAENG International Journal of Computer Science, vol. 52, no. 4, pp920-930, 2025

 

REGAC: Multi-Class Offensive Content Identification Using Graphical Approach

Sneha Chinivar, Roopa M S, Arunalatha J S, and Venugopal K R

IAENG International Journal of Computer Science, 52:4, pp931-952 [Online Full Text]

Sneha Chinivar, Roopa M S, Arunalatha J S, and Venugopal K R, "REGAC: Multi-Class Offensive Content Identification Using Graphical Approach," IAENG International Journal of Computer Science, vol. 52, no. 4, pp931-952, 2025

 

Enhanced Crop Disease Detection using Agricultural Disease Vision Recognizer (ADViR)

Ying Xu, and Jian Sun

IAENG International Journal of Computer Science, 52:4, pp953-964 [Online Full Text]

Ying Xu, and Jian Sun, "Enhanced Crop Disease Detection using Agricultural Disease Vision Recognizer (ADViR)," IAENG International Journal of Computer Science, vol. 52, no. 4, pp953-964, 2025

 

IG-DP: Graph Neural Network-based Default Prediction Method for Imbalanced Financial Datasets

Changhai Wang, Jiaxi Ren, Min Huang, Qing Liu, and Yaoli Xu

IAENG International Journal of Computer Science, 52:4, pp965-973 [Online Full Text]

Changhai Wang, Jiaxi Ren, Min Huang, Qing Liu, and Yaoli Xu, "IG-DP: Graph Neural Network-based Default Prediction Method for Imbalanced Financial Datasets," IAENG International Journal of Computer Science, vol. 52, no. 4, pp965-973, 2025

 

Hybrid DCNN-SVM Architecture for Optimizing Sugarcane Leaf Disease Classification

Rudi Kurniawan, Erna Siaga, Samsuryadi Samsuryadi, Andrianto Tri Susilo, and Lukman Sunardi

IAENG International Journal of Computer Science, 52:4, pp974-985 [Online Full Text]

Rudi Kurniawan, Erna Siaga, Samsuryadi Samsuryadi, Andrianto Tri Susilo, and Lukman Sunardi, "Hybrid DCNN-SVM Architecture for Optimizing Sugarcane Leaf Disease Classification," IAENG International Journal of Computer Science, vol. 52, no. 4, pp974-985, 2025

 

Road Defect Detection Model Based on YOLOv8

Shengqiang Cong, Chunna Zhang, Yang Yu, Xiaoping Yue, Jinchi Zhao, and Yuming Shen

IAENG International Journal of Computer Science, 52:4, pp986-994 [Online Full Text]

Shengqiang Cong, Chunna Zhang, Yang Yu, Xiaoping Yue, Jinchi Zhao, and Yuming Shen, "Road Defect Detection Model Based on YOLOv8," IAENG International Journal of Computer Science, vol. 52, no. 4, pp986-994, 2025

 

Enhancing IoT Security: A Comparative Analysis of Preprocessing Techniques and Classifier Performance on IoT23 and CIC IoT 2023 Datasets

Zyad ELKHADIR, and Mohammed ACHKARI BEGDOURI

IAENG International Journal of Computer Science, 52:4, pp995-1010 [Online Full Text]

Zyad ELKHADIR, and Mohammed ACHKARI BEGDOURI, "Enhancing IoT Security: A Comparative Analysis of Preprocessing Techniques and Classifier Performance on IoT23 and CIC IoT 2023 Datasets," IAENG International Journal of Computer Science, vol. 52, no. 4, pp995-1010, 2025

 

Research of Cross-Domain Recommendation Algorithm Based on Knowledge Graph

Yancong Zhou, Shan Jiao, Weiwei Li, Kaiyue Zeng, and Dongdong Wang

IAENG International Journal of Computer Science, 52:4, pp1011-1022 [Online Full Text]

Yancong Zhou, Shan Jiao, Weiwei Li, Kaiyue Zeng, and Dongdong Wang, "Research of Cross-Domain Recommendation Algorithm Based on Knowledge Graph," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1011-1022, 2025

 

Parikh q-Matrices for Circular Words

K. Janaki, M. Sivaji, R. Suresh, R. Elayaraja, and S. Felixia

IAENG International Journal of Computer Science, 52:4, pp1023-1029 [Online Full Text]

K. Janaki, M. Sivaji, R. Suresh, R. Elayaraja, and S. Felixia, "Parikh q-Matrices for Circular Words," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1023-1029, 2025

 

LMSNet for Real-Time Semantic Segmentation on Urban Road Images

Yi Cao, and Hongbo Qu

IAENG International Journal of Computer Science, 52:4, pp1030-1037 [Online Full Text]

Yi Cao, and Hongbo Qu, "LMSNet for Real-Time Semantic Segmentation on Urban Road Images," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1030-1037, 2025

 

Fca-ProRes2Net Speaker Recognition Based on Fusion Feature Dimensionality Reduction

Zhangfang Hu, Yi Wang, and Yuan Yuan

IAENG International Journal of Computer Science, 52:4, pp1038-1050 [Online Full Text]

Zhangfang Hu, Yi Wang, and Yuan Yuan, "Fca-ProRes2Net Speaker Recognition Based on Fusion Feature Dimensionality Reduction," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1038-1050, 2025

 

Indonesian Abstractive Text Summarization Using Stacked Embeddings and Transformer Decoder

Edi Winarko, Luis Tanoto, and Muhammad Haidar Reza

IAENG International Journal of Computer Science, 52:4, pp1051-1061 [Online Full Text]

Edi Winarko, Luis Tanoto, and Muhammad Haidar Reza, "Indonesian Abstractive Text Summarization Using Stacked Embeddings and Transformer Decoder," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1051-1061, 2025

 

Estimation of Finger Joint Angle from Single-channels sEMG Based on Improved Backpropagation Neural Network Model

Lei Zhang, Ruifeng Wang, and Hui Zhao

IAENG International Journal of Computer Science, 52:4, pp1062-1069 [Online Full Text]

Lei Zhang, Ruifeng Wang, and Hui Zhao, "Estimation of Finger Joint Angle from Single-channels sEMG Based on Improved Backpropagation Neural Network Model," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1062-1069, 2025

 

TD-Raft: A Consensus Algorithm with Inspection Mechanism and Server Performance Threshold

Wanyue Sun, Xiaoming Bai, Beisheng Shi, and Ming Wan

IAENG International Journal of Computer Science, 52:4, pp1070-1076 [Online Full Text]

Wanyue Sun, Xiaoming Bai, Beisheng Shi, and Ming Wan, "TD-Raft: A Consensus Algorithm with Inspection Mechanism and Server Performance Threshold," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1070-1076, 2025

 

Reputation-based Security for IoV Environment

Nozha Dhibi, Amel Meddeb Makhlouf, and Faouzi Zerai

IAENG International Journal of Computer Science, 52:4, pp1077-1086 [Online Full Text]

Nozha Dhibi, Amel Meddeb Makhlouf, and Faouzi Zerai, "Reputation-based Security for IoV Environment," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1077-1086, 2025

 

Finite Time Prescribed Performance Fuzzy Control for Switched Stochastic Nonlinear Systems with Input Saturation

Huan Wang, Qiang Qu, and Xin-en Liu

IAENG International Journal of Computer Science, 52:4, pp1087-1097 [Online Full Text]

Huan Wang, Qiang Qu, and Xin-en Liu, "Finite Time Prescribed Performance Fuzzy Control for Switched Stochastic Nonlinear Systems with Input Saturation," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1087-1097, 2025

 

Improving Library Resource Access with Face Recognition-Enhanced VPN Security

S. Balachandran, and J. Dominic

IAENG International Journal of Computer Science, 52:4, pp1098-1115 [Online Full Text]

S. Balachandran, and J. Dominic, "Improving Library Resource Access with Face Recognition-Enhanced VPN Security," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1098-1115, 2025

 

Clustering Study of Commercial and Industrial Power Load Profiles Based on Knndp-Pfcm With Weighted Fusion Similarity Measure

Tao Xie, Chaobin Zhang, Zhiqiang Tan, and Jie Xu

IAENG International Journal of Computer Science, 52:4, pp1116-1136 [Online Full Text]

Tao Xie, Chaobin Zhang, Zhiqiang Tan, and Jie Xu, "Clustering Study of Commercial and Industrial Power Load Profiles Based on Knndp-Pfcm With Weighted Fusion Similarity Measure," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1116-1136, 2025

 

Combined Multilevel Detection and Trajectory Prediction with FairMOT for Pedestrian Multi-object Tracking

Bao Liu, Jiaxuan Wang, and Zhiming Wang

IAENG International Journal of Computer Science, 52:4, pp1137-1147 [Online Full Text]

Bao Liu, Jiaxuan Wang, and Zhiming Wang, "Combined Multilevel Detection and Trajectory Prediction with FairMOT for Pedestrian Multi-object Tracking," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1137-1147, 2025

 

Enhancing Deep Learning-Based Models for Early Detection of Colon Cancer

Eman A. Elatrash, Naglaa E. Ghannam, Mervat S. Zaki, and Rania Salah El-Sayed

IAENG International Journal of Computer Science, 52:4, pp1148-1158 [Online Full Text]

Eman A. Elatrash, Naglaa E. Ghannam, Mervat S. Zaki, and Rania Salah El-Sayed, "Enhancing Deep Learning-Based Models for Early Detection of Colon Cancer," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1148-1158, 2025

 

Clustering and Artificial Intelligence-based Prediction of Ecologically Sustainable Species Introductions

Shuqiao Liu, Zhao Zhang, Hongyan Zhou, and Xue-Bo Chen

IAENG International Journal of Computer Science, 52:4, pp1159-1168 [Online Full Text]

Shuqiao Liu, Zhao Zhang, Hongyan Zhou, and Xue-Bo Chen, "Clustering and Artificial Intelligence-based Prediction of Ecologically Sustainable Species Introductions," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1159-1168, 2025

 

Research of Power Inspection Based on Intelligent Algorithm

Lei Tian, Minhang Mao, Baoyu Hou, and Gao Ma

IAENG International Journal of Computer Science, 52:4, pp1169-1177 [Online Full Text]

Lei Tian, Minhang Mao, Baoyu Hou, and Gao Ma, "Research of Power Inspection Based on Intelligent Algorithm," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1169-1177, 2025

 

Thermal Vision for Airfield Safety: A Dynamic FOD Detection Framework

Ravina Gupta, Sarika Jain, and Manoj Kumar

IAENG International Journal of Computer Science, 52:4, pp1178-1186 [Online Full Text]

Ravina Gupta, Sarika Jain, and Manoj Kumar, "Thermal Vision for Airfield Safety: A Dynamic FOD Detection Framework," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1178-1186, 2025

 

The Improved Unet Semantic Segmentation Network for Remote Sensing Images

Hang Zhu, and Ji Zhao

IAENG International Journal of Computer Science, 52:4, pp1187-1195 [Online Full Text]

Hang Zhu, and Ji Zhao, "The Improved Unet Semantic Segmentation Network for Remote Sensing Images," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1187-1195, 2025

 

Intelligent Tutoring System: A Pedagogical Model Approach Based on Deep Reinforcement Learning

Fatema Alshaikh, and Nabil Hewahi

IAENG International Journal of Computer Science, 52:4, pp1196-1212 [Online Full Text]

Fatema Alshaikh, and Nabil Hewahi, "Intelligent Tutoring System: A Pedagogical Model Approach Based on Deep Reinforcement Learning," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1196-1212, 2025

 

AF-Net: Appearance-based Gaze Estimation via Adversarial Network and Attention

Bokun Wang, and Yuan Yuan

IAENG International Journal of Computer Science, 52:4, pp1213-1221 [Online Full Text]

Bokun Wang, and Yuan Yuan, "AF-Net: Appearance-based Gaze Estimation via Adversarial Network and Attention," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1213-1221, 2025

 

Patch-based Histopathological Images for Non-Hodgkin Lymphoma Detection using Voting CNN with Layer Freezing

Ardytha Luthfiarta, Ika Novita Dewi, Erwin Yudi Hidayat, Catur Supriyanto, Permana Langgeng Wicaksono Ellwid Putra, and Ahmed Sabeeh Yousif

IAENG International Journal of Computer Science, 52:4, pp1222-1234 [Online Full Text]

Ardytha Luthfiarta, Ika Novita Dewi, Erwin Yudi Hidayat, Catur Supriyanto, Permana Langgeng Wicaksono Ellwid Putra, and Ahmed Sabeeh Yousif, "Patch-based Histopathological Images for Non-Hodgkin Lymphoma Detection using Voting CNN with Layer Freezing," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1222-1234, 2025

 

A Transferable-experience-based Routing Mechanism for Named Computing Power Network

Yakai Dai, and Yi Zhu

IAENG International Journal of Computer Science, 52:4, pp1235-1243 [Online Full Text]

Yakai Dai, and Yi Zhu, "A Transferable-experience-based Routing Mechanism for Named Computing Power Network," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1235-1243, 2025

 

StealthFace:Transfer Learning-Based Ensemble Model for Disguised Face Recognition using Skin-Segmented Images

Padmashree G, and Karunakar A Kotegar

IAENG International Journal of Computer Science, 52:4, pp1244-1260 [Online Full Text]

Padmashree G, and Karunakar A Kotegar, "StealthFace:Transfer Learning-Based Ensemble Model for Disguised Face Recognition using Skin-Segmented Images," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1244-1260, 2025

 

Intelligent Fire Risk Comprehensive Assessment Model Construction Using Deep Learning

Zhixian Su, and Haihang Li

IAENG International Journal of Computer Science, 52:4, pp1261-1271 [Online Full Text]

Zhixian Su, and Haihang Li, "Intelligent Fire Risk Comprehensive Assessment Model Construction Using Deep Learning," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1261-1271, 2025

 

Unraveling the Linguistic Complexity: A Comprehensive Study on Language Identification of Moroccan Darija Text

JBEL MOUAD, TAOUSSI CHAIMAE, JABRANE MOURAD, and HAFIDI IMAD

IAENG International Journal of Computer Science, 52:4, pp1272-1281 [Online Full Text]

JBEL MOUAD, TAOUSSI CHAIMAE, JABRANE MOURAD, and HAFIDI IMAD, "Unraveling the Linguistic Complexity: A Comprehensive Study on Language Identification of Moroccan Darija Text," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1272-1281, 2025

 

Joining CNF-Formulas And Base-Hypergraphs

Stefan Porschen

IAENG International Journal of Computer Science, 52:4, pp1282-1293 [Online Full Text]

Stefan Porschen, "Joining CNF-Formulas And Base-Hypergraphs," IAENG International Journal of Computer Science, vol. 52, no. 4, pp1282-1293, 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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