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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 49 Issue 4 (Online version available: 23 November 2022)
JOURNAL PAPERS: Predicting Stock Closing Price with Stock Network Public Opinion Based on AdaBoost-IWOA-Elman Model and CEEMDAN Algorithm Lianghe Kang, Xiaoqiang Li, Lili Wu, Yue Li, and Xia Zhao IAENG International Journal of Computer Science, 49:4, pp975-984 [Online Full Text] Lianghe Kang, Xiaoqiang Li, Lili Wu, Yue Li, and Xia Zhao, "Predicting Stock Closing Price with Stock Network Public Opinion Based on AdaBoost-IWOA-Elman Model and CEEMDAN Algorithm," IAENG International Journal of Computer Science, vol. 49, no.4, pp975-984, 2022
Detection of Valvular Heart Diseases Using Fourier Transform and Simple CNN Model Wafaa N. Al-Sharu, Ali Mohammad Alqudah, Shoroq Qazan, and Amin Alqudah IAENG International Journal of Computer Science, 49:4, pp985-993 [Online Full Text] Wafaa N. Al-Sharu, Ali Mohammad Alqudah, Shoroq Qazan, and Amin Alqudah, "Detection of Valvular Heart Diseases Using Fourier Transform and Simple CNN Model," IAENG International Journal of Computer Science, vol. 49, no.4, pp985-993, 2022
Investigation on Depression of College Students Based on Bayesian Model Deqiang Yuan, Lili Yang, Yuyang Wu, and Chao Wei IAENG International Journal of Computer Science, 49:4, pp994-1001 [Online Full Text] Deqiang Yuan, Lili Yang, Yuyang Wu, and Chao Wei, "Investigation on Depression of College Students Based on Bayesian Model," IAENG International Journal of Computer Science, vol. 49, no.4, pp994-1001, 2022
Machine Learning-Based Traffic Classification in Software-Defined Networking: A Systematic Literature Review, Challenges, and Future Research Directions Daniel Nunez-Agurto, Walter Fuertes, Luis Marrone, and Mayra Macas IAENG International Journal of Computer Science, 49:4, pp1002-1015 [Online Full Text] Daniel Nunez-Agurto, Walter Fuertes, Luis Marrone, and Mayra Macas, "Machine Learning-Based Traffic Classification in Software-Defined Networking: A Systematic Literature Review, Challenges, and Future Research Directions," IAENG International Journal of Computer Science, vol. 49, no.4, pp1002-1015, 2022
Research on Deep Learning Model of Multimodal Heterogeneous Data Based on LSTM Li Dongping, Yang Yingchun, Shen Shikai, He Jun, Shen Haoru, Yue Qiang, Hong Sunyan, and Deng Fei IAENG International Journal of Computer Science, 49:4, pp1016-1022 [Online Full Text] Li Dongping, Yang Yingchun, Shen Shikai, He Jun, Shen Haoru, Yue Qiang, Hong Sunyan, and Deng Fei, "Research on Deep Learning Model of Multimodal Heterogeneous Data Based on LSTM," IAENG International Journal of Computer Science, vol. 49, no.4, pp1016-1022, 2022
Research on Energy Management Strategy of Battery-Flywheel Hybrid Energy Storage Electric Vehicle Hualei Lu, Binbin Sun, and Zihao Hu IAENG International Journal of Computer Science, 49:4, pp1023-1032 [Online Full Text] Hualei Lu, Binbin Sun, and Zihao Hu, "Research on Energy Management Strategy of Battery-Flywheel Hybrid Energy Storage Electric Vehicle," IAENG International Journal of Computer Science, vol. 49, no.4, pp1023-1032, 2022
Data Augmentation and the Improvement of the Performance of Convolutional Neural Networks for Heart Sound Classification Shumpei Takezaki, and Kazuya Kishida IAENG International Journal of Computer Science, 49:4, pp1033-1040 [Online Full Text] Shumpei Takezaki, and Kazuya Kishida, "Data Augmentation and the Improvement of the Performance of Convolutional Neural Networks for Heart Sound Classification," IAENG International Journal of Computer Science, vol. 49, no.4, pp1033-1040, 2022
Several Oscillatory Results for a Class of Fractional Differential Equations With the Fractional Derivative in Conformable Sense Qinghua Feng IAENG International Journal of Computer Science, 49:4, pp1041-1047 [Online Full Text] Qinghua Feng, "Several Oscillatory Results for a Class of Fractional Differential Equations With the Fractional Derivative in Conformable Sense," IAENG International Journal of Computer Science, vol. 49, no.4, pp1041-1047, 2022
Analysis on Human-Display Interaction on TV Features of Rotating Display Newman Lau, Mengru Liu, Kelly Tang, Yun Hei Chak, Trudy Cheung, Dominic Leung, and Kun-pyo Lee IAENG International Journal of Computer Science, 49:4, pp1048-1054 [Online Full Text] Newman Lau, Mengru Liu, Kelly Tang, Yun Hei Chak, Trudy Cheung, Dominic Leung, and Kun-pyo Lee, "Analysis on Human-Display Interaction on TV Features of Rotating Display," IAENG International Journal of Computer Science, vol. 49, no.4, pp1048-1054, 2022
Numerical and Experimental for Optimal Sensor Location in Lumped and Distributed Parameter System Julan Hernadi IAENG International Journal of Computer Science, 49:4, pp1055-1062 [Online Full Text] Julan Hernadi, "Numerical and Experimental for Optimal Sensor Location in Lumped and Distributed Parameter System," IAENG International Journal of Computer Science, vol. 49, no.4, pp1055-1062, 2022
Equal Amplitude and Convergence Periodic Oscillation Inertia Weights Based Salp Swarm Algorithm Zhen-Long Zhao, Xue-Long Li, Jie-Sheng Wang, Chun-Li Lin, Zhong-Feng Li, Bin Jin, and Shuang Hao IAENG International Journal of Computer Science, 49:4, pp1063-1087 [Online Full Text] Zhen-Long Zhao, Xue-Long Li, Jie-Sheng Wang, Chun-Li Lin, Zhong-Feng Li, Bin Jin, and Shuang Hao, "Equal Amplitude and Convergence Periodic Oscillation Inertia Weights Based Salp Swarm Algorithm," IAENG International Journal of Computer Science, vol. 49, no.4, pp1063-1087, 2022
LSTM Neural Network Fault Diagnosis Method for Rolling Bearings Based on Information Fusion Cheng Zhong, Yu Liu, Jie-Sheng Wang, and Zhong-Feng Li IAENG International Journal of Computer Science, 49:4, pp1088-1098 [Online Full Text] Cheng Zhong, Yu Liu, Jie-Sheng Wang, and Zhong-Feng Li, "LSTM Neural Network Fault Diagnosis Method for Rolling Bearings Based on Information Fusion," IAENG International Journal of Computer Science, vol. 49, no.4, pp1088-1098, 2022
Spiking Neural Network Approach based on Caenorhabditis Elegans Worm for Classification Jorge Hernandez, Karen Daza, and Hector Florez IAENG International Journal of Computer Science, 49:4, pp1099-1111 [Online Full Text] Jorge Hernandez, Karen Daza, and Hector Florez, "Spiking Neural Network Approach based on Caenorhabditis Elegans Worm for Classification," IAENG International Journal of Computer Science, vol. 49, no.4, pp1099-1111, 2022
Dangerous Driving Behavior Recognition Based on Improved YoloV5 and Openpose N. Yang, and J. Zhao IAENG International Journal of Computer Science, 49:4, pp1112-1122 [Online Full Text] N. Yang, and J. Zhao, "Dangerous Driving Behavior Recognition Based on Improved YoloV5 and Openpose," IAENG International Journal of Computer Science, vol. 49, no.4, pp1112-1122, 2022
Fuzzy Higher Derivative Block Method with Generalised Steplength for Direct Solution of Second-Order Fuzzy Ordinary Differential Equations Kashif Hussain, Oluwaseun Adeyeye, and Nazihah Ahmad IAENG International Journal of Computer Science, 49:4, pp1123-1132 [Online Full Text] Kashif Hussain, Oluwaseun Adeyeye, and Nazihah Ahmad, "Fuzzy Higher Derivative Block Method with Generalised Steplength for Direct Solution of Second-Order Fuzzy Ordinary Differential Equations," IAENG International Journal of Computer Science, vol. 49, no.4, pp1123-1132, 2022
Time Series Prediction based on Improved Deep Learning Huang Sen IAENG International Journal of Computer Science, 49:4, pp1133-1138 [Online Full Text] Huang Sen, "Time Series Prediction based on Improved Deep Learning," IAENG International Journal of Computer Science, vol. 49, no.4, pp1133-1138, 2022
Reconfigurable First-order Multifunction Active Filter Based-on DDAs and Their Applications Saravut Konglumphun, and Adirek Jantakun IAENG International Journal of Computer Science, 49:4, pp1139-1151 [Online Full Text] Saravut Konglumphun, and Adirek Jantakun, "Reconfigurable First-order Multifunction Active Filter Based-on DDAs and Their Applications," IAENG International Journal of Computer Science, vol. 49, no.4, pp1139-1151, 2022
Patient Similarity via Medical Attributed Heterogeneous Graph Convolutional Network Yi Li, Dan Yang, and Xi Gong IAENG International Journal of Computer Science, 49:4, pp1152-1161 [Online Full Text] Yi Li, Dan Yang, and Xi Gong, "Patient Similarity via Medical Attributed Heterogeneous Graph Convolutional Network," IAENG International Journal of Computer Science, vol. 49, no.4, pp1152-1161, 2022
A Polynomial-time Solution for the Maximum Subsets Problem Khalil Challita, Jacques Bou Abdo, Hikmat Farhat, and Mireille Makary IAENG International Journal of Computer Science, 49:4, pp1162-1168 [Online Full Text] Khalil Challita, Jacques Bou Abdo, Hikmat Farhat, and Mireille Makary, "A Polynomial-time Solution for the Maximum Subsets Problem," IAENG International Journal of Computer Science, vol. 49, no.4, pp1162-1168, 2022
Enhanced Language Model with Hybrid Knowledge Graph for Knowledge Topics Identification in Questions Canghong Jin, Wenkang Hu, Hao Wu, Yabo Chen, and Minghui Wu IAENG International Journal of Computer Science, 49:4, pp1169-1177 [Online Full Text] Canghong Jin, Wenkang Hu, Hao Wu, Yabo Chen, and Minghui Wu, "Enhanced Language Model with Hybrid Knowledge Graph for Knowledge Topics Identification in Questions," IAENG International Journal of Computer Science, vol. 49, no.4, pp1169-1177, 2022
Inverted Index Construction Algorithms For Large-Scale Data He Wang, Chengying Chi, Xiumei Zhang, and Yunyun Zhan IAENG International Journal of Computer Science, 49:4, pp1178-1186 [Online Full Text] He Wang, Chengying Chi, Xiumei Zhang, and Yunyun Zhan, "Inverted Index Construction Algorithms For Large-Scale Data," IAENG International Journal of Computer Science, vol. 49, no.4, pp1178-1186, 2022
Time-Varying Model Predictive Control for Train Regulation and Passenger Flow in Metro Lines with Sinusoidal Disturbance Ayomi Sasmito, and Salmah IAENG International Journal of Computer Science, 49:4, pp1187-1200 [Online Full Text] Ayomi Sasmito, and Salmah, "Time-Varying Model Predictive Control for Train Regulation and Passenger Flow in Metro Lines with Sinusoidal Disturbance," IAENG International Journal of Computer Science, vol. 49, no.4, pp1187-1200, 2022
An Image Encryption Algorithm Based on Hopfield Neural Network and Lorenz Hyper Chaotic System Ye Tao, Wenhua Cui, Zhao Zhang, and Tianwei Shi IAENG International Journal of Computer Science, 49:4, pp1201-1211 [Online Full Text] Ye Tao, Wenhua Cui, Zhao Zhang, and Tianwei Shi, "An Image Encryption Algorithm Based on Hopfield Neural Network and Lorenz Hyper Chaotic System," IAENG International Journal of Computer Science, vol. 49, no.4, pp1201-1211, 2022
A Curious New Result of Resolution Strategies in Negation-Limited Inverters Problem Ruo Ando, and Yoshiyasu Takefuji IAENG International Journal of Computer Science, 49:4, pp1212-1219 [Online Full Text] Ruo Ando, and Yoshiyasu Takefuji, "A Curious New Result of Resolution Strategies in Negation-Limited Inverters Problem," IAENG International Journal of Computer Science, vol. 49, no.4, pp1212-1219, 2022
An Arbitrary Higher-Order Discontinuous Galerkin-Spectral Deferred Correction Scheme for the Variable Coefficients Advection Equation Jing Wang, Chunya Wu, and Lingzhi Qian IAENG International Journal of Computer Science, 49:4, pp1220-1227 [Online Full Text] Jing Wang, Chunya Wu, and Lingzhi Qian, "An Arbitrary Higher-Order Discontinuous Galerkin-Spectral Deferred Correction Scheme for the Variable Coefficients Advection Equation," IAENG International Journal of Computer Science, vol. 49, no.4, pp1220-1227, 2022
Prediction the Strain of Traction-aged Polymer Systems from Artificial Neural Networks with Regularization Helene Canot, Philippe Durand, Emmanuel Frenod, Bouchra Hassoune-Rhabbour, and Valerie Nassiet IAENG International Journal of Computer Science, 49:4, pp1228-1241 [Online Full Text] Helene Canot, Philippe Durand, Emmanuel Frenod, Bouchra Hassoune-Rhabbour, and Valerie Nassiet, "Prediction the Strain of Traction-aged Polymer Systems from Artificial Neural Networks with Regularization," IAENG International Journal of Computer Science, vol. 49, no.4, pp1228-1241, 2022
A New Approach for Seeking Exact Solutions of Fractional Partial Differential Equations in the Sense of Conformable Fractional Derivative Qinghua Feng IAENG International Journal of Computer Science, 49:4, pp1242-1248 [Online Full Text] Qinghua Feng, "A New Approach for Seeking Exact Solutions of Fractional Partial Differential Equations in the Sense of Conformable Fractional Derivative," IAENG International Journal of Computer Science, vol. 49, no.4, pp1242-1248, 2022
Optimal Reactive Power Dispatch Based on Multi-strategy Improved Aquila Optimization Algorithm Hongyu Long, Shanghua Liu, Tewei Chen, Hao Tan, Jinzhu Wei, Chaohua Zhang, and Wenchen Chen IAENG International Journal of Computer Science, 49:4, pp1249-1267 [Online Full Text] Hongyu Long, Shanghua Liu, Tewei Chen, Hao Tan, Jinzhu Wei, Chaohua Zhang, and Wenchen Chen, "Optimal Reactive Power Dispatch Based on Multi-strategy Improved Aquila Optimization Algorithm," IAENG International Journal of Computer Science, vol. 49, no.4, pp1249-1267, 2022
Machine Learning-Based Link Prediction for Hotel Network Yigit Sevim, Gunce Keziban Orman, and Meltem Turhan Yondem IAENG International Journal of Computer Science, 49:4, pp1268-1275 [Online Full Text] Yigit Sevim, Gunce Keziban Orman, and Meltem Turhan Yondem, "Machine Learning-Based Link Prediction for Hotel Network," IAENG International Journal of Computer Science, vol. 49, no.4, pp1268-1275, 2022
Suppressing Chaotic Motion of The Complex Klein-Gordon Equation with External and Parametrical Excitations Qian Wen, and Hang Zheng IAENG International Journal of Computer Science, 49:4, pp1276-1283 [Online Full Text] Qian Wen, and Hang Zheng, "Suppressing Chaotic Motion of The Complex Klein-Gordon Equation with External and Parametrical Excitations," IAENG International Journal of Computer Science, vol. 49, no.4, pp1276-1283, 2022
Face Recognition Based on Deep Convolutional Support Vector Machine with Bottleneck Attention Chi Jing, Zhang Haopeng, Chin Kim On, Ervin Gubin Moung, and Patricia Anthony IAENG International Journal of Computer Science, 49:4, pp1284-1296 [Online Full Text] Chi Jing, Zhang Haopeng, Chin Kim On, Ervin Gubin Moung, and Patricia Anthony, "Face Recognition Based on Deep Convolutional Support Vector Machine with Bottleneck Attention," IAENG International Journal of Computer Science, vol. 49, no.4, pp1284-1296, 2022
Fire Detection Method Based on Improved Convolutional Neural Network with Random Inactivation Yuanbin Wang, Yuanyuan Li, Huaying Wu, and Yu Duan IAENG International Journal of Computer Science, 49:4, pp1297-1304 [Online Full Text] Yuanbin Wang, Yuanyuan Li, Huaying Wu, and Yu Duan, "Fire Detection Method Based on Improved Convolutional Neural Network with Random Inactivation," IAENG International Journal of Computer Science, vol. 49, no.4, pp1297-1304, 2022
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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