Volume 20, Issue 2 (April 2023)

Special Issue on Machine Learning-based Decision Support Systems in IoT systems

Guest Editorial: Machine Learning-based Decision Support Systems in IoT systems
Mu-Yen Chen, Jose de Jesus Rubio and Mirjana Ivanović
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Chen, M., Rubio, J. d. J., Ivanović, M.: Guest Editorial: Machine Learning-based Decision Support Systems in IoT systems. Computer Science and Information Systems, Vol. 20, No. 2, i–iii. (2023), https://doi.org/10.2298/CSIS230200iC

Papers

Adaptive Multiscale Sparse Unmixing for Hyperspectral Remote Sensing Image
Yalan Li, Yixuan Li, Wenwu Xie, Qian Du, Jing Yuan, Shang Lin and Liand Qi Chen
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Li, Y., Li, Y., Xie, W., Du, Q., Yuan, J., Lin, S., Chen, L. Q.: Adaptive Multiscale Sparse Unmixing for Hyperspectral Remote Sensing Image. Computer Science and Information Systems, Vol. 20, No. 2, 551–572. (2023), https://doi.org/10.2298/CSIS220828009L

Evaluation of Smart City Construction and Optimization of City Brand Model under Neural Networks
Yingji Li, Yufeng Qian, Qiang Li and Linna Li
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Li, Y., Qian, Y., Li, Q., Li, L.: Evaluation of Smart City Construction and Optimization of City Brand Model under Neural Networks. Computer Science and Information Systems, Vol. 20, No. 2, 573–593. (2023), https://doi.org/10.2298/CSIS220715010L

Security Performance Analysis of Active Intelligent Reflective Surface Assisted Wireless Communication
Yiming Li, Xitao Liang, Wenwu Xie and Juan Zhu
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Li, Y., Liang, X., Xie, W., Zhu, J.: Security Performance Analysis of Active Intelligent Reflective Surface Assisted Wireless Communication. Computer Science and Information Systems, Vol. 20, No. 2, 595–607. (2023), https://doi.org/10.2298/CSIS220712011L

Content-only attention Network for Social Recommendation
Bin Wu, Tao Zhang and Yeh-Cheng Chen
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Wu, B., Zhang, T., Chen, Y.: Content-only attention Network for Social Recommendation. Computer Science and Information Systems, Vol. 20, No. 2, 609–629. (2023), https://doi.org/10.2298/CSIS220705012W

Machine Learning-based Intelligent Weather Modification Forecast in Smart City Potential Area
Zengyuan Chao
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Chao, Z.: Machine Learning-based Intelligent Weather Modification Forecast in Smart City Potential Area. Computer Science and Information Systems, Vol. 20, No. 2, 631–656. (2023), https://doi.org/10.2298/CSIS220717018C

Predicting Smart Cities' Electricity Demands Using K-Means Clustering Algorithm in Smart Grid
Shurui Wang, Aifeng Song and Yufeng Qian
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Wang, S., Song, A., Qian, Y.: Predicting Smart Cities' Electricity Demands Using K-Means Clustering Algorithm in Smart Grid. Computer Science and Information Systems, Vol. 20, No. 2, 657–678. (2023), https://doi.org/10.2298/CSIS220807013W

Using Machine Learning Approach to Construct the People Flow Tracking System for Smart Cities
Baofeng Yao, Shijun Liu and Lei Wang
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Yao, B., Liu, S., Wang, L.: Using Machine Learning Approach to Construct the People Flow Tracking System for Smart Cities. Computer Science and Information Systems, Vol. 20, No. 2, 679–700. (2023), https://doi.org/10.2298/CSIS220813014Y

Using neural network to automatic manufacture product label in enterprise under IoT environments
Kai Zhang and Chongjie Dong
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Zhang, K., Dong, C.: Using neural network to automatic manufacture product label in enterprise under IoT environments. Computer Science and Information Systems, Vol. 20, No. 2, 701–722. (2023), https://doi.org/10.2298/CSIS220703019Z

Using deep learning to automatic inspection system of printed circuit board in manufacturing industry under the internet of Things
Kai Zhang
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Zhang, K.: Using deep learning to automatic inspection system of printed circuit board in manufacturing industry under the internet of Things. Computer Science and Information Systems, Vol. 20, No. 2, 723–741. (2023), https://doi.org/10.2298/CSIS220718020Z

Large-scale Image Classification with Multi-perspective Deep Transfer Learning
Bin Wu, Tao Zhang and Li Mao
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Wu, B., Zhang, T., Mao, L.: Large-scale Image Classification with Multi-perspective Deep Transfer Learning. Computer Science and Information Systems, Vol. 20, No. 2, 743–763. (2023), https://doi.org/10.2298/CSIS220714015W

Using Artificial Intelligence Assistant Technology to Develop Animation Games on IoT
Rong Zhang
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Zhang, R.: Using Artificial Intelligence Assistant Technology to Develop Animation Games on IoT. Computer Science and Information Systems, Vol. 20, No. 2, 765–792. (2023), https://doi.org/10.2298/CSIS220719021Z

Pedestrian attribute recognition based on dual self-attention Mechanism
Zhongkui Fan and Ye-peng Guan
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Fan, Z., Guan, Y.: Pedestrian attribute recognition based on dual self-attention Mechanism. Computer Science and Information Systems, Vol. 20, No. 2, 793–812. (2023), https://doi.org/10.2298/CSIS220815016F

Inverse Halftoning Based on Sparse Representation with Boosted Dictionary
Jun Yang, Zihao Liu, Li Chen, Ying Wu and Gang Ke
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Yang, J., Liu, Z., Chen, L., Wu, Y., Ke, G.: Inverse Halftoning Based on Sparse Representation with Boosted Dictionary. Computer Science and Information Systems, Vol. 20, No. 2, 813–829. (2023), https://doi.org/10.2298/CSIS220808022Y

Selective Ensemble Learning Algorithm for Imbalanced Dataset
Hongle Du, Yan Zhang, Lin Zhang and Yeh-Cheng Chen
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Du, H., Zhang, Y., Zhang, L., Chen, Y.: Selective Ensemble Learning Algorithm for Imbalanced Dataset. Computer Science and Information Systems, Vol. 20, No. 2, 831–856. (2023), https://doi.org/10.2298/CSIS220817023D

Personalization Exercise Recommendation Framework based on Knowledge Concept Graph
Zhang Yan, Du Hongle, Zhang Lin and Zhao Jianhua
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Yan, Z., Hongle, D., Lin, Z., Jianhua, Z.: Personalization Exercise Recommendation Framework based on Knowledge Concept Graph. Computer Science and Information Systems, Vol. 20, No. 2, 857–878. (2023), https://doi.org/10.2298/CSIS220706024Y

The Duration Threshold of Video Content Observation: An Experimental Investigation of Visual Perception efficiency
Jianping Song, Tianran Tang and Guosheng Hu
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Song, J., Tang, T., Hu, G.: The Duration Threshold of Video Content Observation: An Experimental Investigation of Visual Perception efficiency. Computer Science and Information Systems, Vol. 20, No. 2, 879–892. (2023), https://doi.org/10.2298/CSIS220919017S