Journal's Facebook pageVolume 22, Issue 3 (June 2025)
Editorial
Mirjana Ivanović, Miloš Radovanović and Vladimir Kurbalija
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Ivanović, M., Radovanović, M., Kurbalija, V.: Editorial. Computer Science and Information Systems, Vol. 22, No. 3, i-iii. (2025), https://doi.org/10.2298/CSIS250300iI
Guest Editorial: Deep Meta-Learning and Explainable Artificial Intelligence (XAI): Methodologies, Interactivity and Applications
Mu-Yen Chen, Miltiadis D. Lytras, Mary Gladence and Ivan Luković
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Chen, M., Lytras, M. D., Gladence, M., Luković, I.: Guest Editorial: Deep Meta-Learning and Explainable Artificial Intelligence (XAI): Methodologies, Interactivity and Applications. Computer Science and Information Systems, Vol. 22, No. 3, v-vii. (2025), https://doi.org/10.2298/CSIS250300vC
Papers
A GAN-Based Hybrid Approach for Addressing Class Imbalance in Machine Learning
Dae-Kyoo Kim and Yeasun K. Chung
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Kim, D., Chung, Y. K.: A GAN-Based Hybrid Approach for Addressing Class Imbalance in Machine Learning. Computer Science and Information Systems, Vol. 22, No. 3, 673–691. (2025), https://doi.org/10.2298/CSIS231113014K
Empirical Analysis of Python’s Energy Impact: Evidence from Real Measurements
Elisa Jimenez, Alberto Gordillo, Coral Calero, Ma Ángeles Moraga and Félix Garcı́a
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Jimenez, E., Gordillo, A., Calero, C., Moraga, M. Á., Garcı́a, F.: Empirical Analysis of Python’s Energy Impact: Evidence from Real Measurements. Computer Science and Information Systems, Vol. 22, No. 3, 693–726. (2025), https://doi.org/10.2298/CSIS240228015J
Stages and Critical Success Factors in ERP Implementation: Insights from Five Case Studies
Sergio Ferrer-Gilabert, Beatriz Forés and Rafael Lapiedra
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Ferrer-Gilabert, S., Forés, B., Lapiedra, R.: Stages and Critical Success Factors in ERP Implementation: Insights from Five Case Studies. Computer Science and Information Systems, Vol. 22, No. 3, 727–753. (2025), https://doi.org/10.2298/CSIS240229030F
Image clustering using Zernike moments and self-organizing maps for gastrointestinal tract
Parminder Kaur, Avleen Malhi Malhi and Husanbir Singh Pannu
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Kaur, P., Malhi, A. M., Pannu, H. S.: Image clustering using Zernike moments and self-organizing maps for gastrointestinal tract. Computer Science and Information Systems, Vol. 22, No. 3, 755–781. (2025), https://doi.org/10.2298/CSIS240628016K
An MDA-based Requirements Analysis Process for Service-Oriented Computing Applications
Laura C. Rodriguez-Martinez, Hector A. Duran-Limon, Francisco Alvarez-Rodriguez and Ricardo Mendoza-González
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Rodriguez-Martinez, L. C., Duran-Limon, H. A., Alvarez-Rodriguez, F., Mendoza-González, R.: An MDA-based Requirements Analysis Process for Service-Oriented Computing Applications. Computer Science and Information Systems, Vol. 22, No. 3, 783–814. (2025), https://doi.org/10.2298/CSIS240701031R
PI2M-ITGov - Panel of Indicators for Monitoring and Maintaining the Information Technology Governance: Method and Artefacts
Altino J. Mentzingen Moraes and Álvaro Rocha
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Moraes, A. J. M., Rocha, Á.: PI2M-ITGov - Panel of Indicators for Monitoring and Maintaining the Information Technology Governance: Method and Artefacts. Computer Science and Information Systems, Vol. 22, No. 3, 815–837. (2025), https://doi.org/10.2298/CSIS240729017M
Delay-Aware Resource-Efficient Interleaved Task Scheduling Strategy in Spark
Yanhao Zhang, Congyang Wang, Xin He, Junyang Yu, Rui Zhai and Yalin Song
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Zhang, Y., Wang, C., He, X., Yu, J., Zhai, R., Song, Y.: Delay-Aware Resource-Efficient Interleaved Task Scheduling Strategy in Spark. Computer Science and Information Systems, Vol. 22, No. 3, 839–858. (2025), https://doi.org/10.2298/CSIS240831018Z
Identification and Detection of Illegal Gambling Websites and Analysis of User Behavior
Zhimin Zhang, Dezhi Han, Songyang Wu, Wenqi Sun and Shuxin Shi
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Zhang, Z., Han, D., Wu, S., Sun, W., Shi, S.: Identification and Detection of Illegal Gambling Websites and Analysis of User Behavior. Computer Science and Information Systems, Vol. 22, No. 3, 859–879. (2025), https://doi.org/10.2298/CSIS240930019Z
Classification and forecasting in students' progress using Multiple-Criteria Decision Making, K-Nearest Neighbors, and Multilayer Perceptron methods
Slađana Spasić and Violeta Timašević
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Spasić, S., Timašević, V.: Classification and forecasting in students' progress using Multiple-Criteria Decision Making, K-Nearest Neighbors, and Multilayer Perceptron methods. Computer Science and Information Systems, Vol. 22, No. 3, 881–905. (2025), https://doi.org/10.2298/CSIS241022050S
Image Semantic Segmentation Based on Multi-layer Feature Information Fusion and Dual Convolutional Attention Mechanism
Lin Teng, Yulong Qiao, Jinfeng Wang, Mirjana Ivanović and Shoulin Yin
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Teng, L., Qiao, Y., Wang, J., Ivanović, M., Yin, S.: Image Semantic Segmentation Based on Multi-layer Feature Information Fusion and Dual Convolutional Attention Mechanism. Computer Science and Information Systems, Vol. 22, No. 3, 907–926. (2025), https://doi.org/10.2298/CSIS240713051T
Efficient algorithms for collecting the statistics of large-scale IP address data
Hui Liu, Yi Cao, Zehan Cai, Hua Mao and Jie Chen
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Liu, H., Cao, Y., Cai, Z., Mao, H., Chen, J.: Efficient algorithms for collecting the statistics of large-scale IP address data. Computer Science and Information Systems, Vol. 22, No. 3, 927–944. (2025), https://doi.org/10.2298/CSIS241201033L
PFLIC: A Novel Personalized Federated Learning-Based Iterative Clustering
Shiwen Zhang, Shuang Chen, Wei Liang, Kuanching Li, Arcangelo Castiglione and Junsong Yuan
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Zhang, S., Chen, S., Liang, W., Li, K., Castiglione, A., Yuan, J.: PFLIC: A Novel Personalized Federated Learning-Based Iterative Clustering. Computer Science and Information Systems, Vol. 22, No. 3, 945–970. (2025), https://doi.org/10.2298/CSIS250131052Z
A spatio-temporal Graph Neural Network for EEG Emotion Recognition Based on Regional and Global Brain
Xiaoliang Wang, Chuncao Li, Yuzhen Liu, Wei Liang, Kuanching Li and Aneta Poniszewska-Maranda
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Wang, X., Li, C., Liu, Y., Liang, W., Li, K., Poniszewska-Maranda, A.: A spatio-temporal Graph Neural Network for EEG Emotion Recognition Based on Regional and Global Brain. Computer Science and Information Systems, Vol. 22, No. 3, 971–989. (2025), https://doi.org/10.2298/CSIS250215053W
Boundary-Aware Semantic Segmentation of Remote Sensing Images via Segformer and Snake Convolution
Yanting Xia, Lin Zhang, Ting Guo and Jin Qi
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Xia, Y., Zhang, L., Guo, T., Qi, J.: Boundary-Aware Semantic Segmentation of Remote Sensing Images via Segformer and Snake Convolution. Computer Science and Information Systems, Vol. 22, No. 3, 991–1010. (2025), https://doi.org/10.2298/CSIS250312054X
Extending Hybrid SQL/NoSQL Database by Introducing Statement Rewriting Component
Srd̄a Bjeladinović
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Bjeladinović, S.: Extending Hybrid SQL/NoSQL Database by Introducing Statement Rewriting Component. Computer Science and Information Systems, Vol. 22, No. 3, 1011–1046. (2025), https://doi.org/10.2298/CSIS241024034B
Special issue: Deep Meta-Learning and Explainable Artificial Intelligence (XAI): Methodologies, Interactivity and Applications
Analyzing the Operational Efficiency of Online Shopping Platforms Integrated with AI-Powered Intelligent Warehouses
WANG YUQIN, Chin-Shyang Shyu, Cheng-Sheng Lin, Chao-Chien Chen, Thing-Yuan Chang and LIANG SHAN
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YUQIN, W., Shyu, C., Lin, C., Chen, C., Chang, T., SHAN, L.: Analyzing the Operational Efficiency of Online Shopping Platforms Integrated with AI-Powered Intelligent Warehouses. Computer Science and Information Systems, Vol. 22, No. 3, 1047–1060. (2025), https://doi.org/10.2298/CSIS240905047Y
Deep Learning-Driven Decision Tree Ensembles for Table Tennis: Analyzing Serve Strategies and First-Three-Stroke Outcomes
Che-Wei Chang, Sheng-Hsiang Chen, Peng-Yu Chen and Jing-Wei Liu
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Chang, C., Chen, S., Chen, P., Liu, J.: Deep Learning-Driven Decision Tree Ensembles for Table Tennis: Analyzing Serve Strategies and First-Three-Stroke Outcomes. Computer Science and Information Systems, Vol. 22, No. 3, 1061–1080. (2025), https://doi.org/10.2298/CSIS241030040C
Exploring Factors Affecting User Intention to Accept Explainable Artificial Intelligence
Yu-Min Wang and Chei-Chang Chiou
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Wang, Y., Chiou, C.: Exploring Factors Affecting User Intention to Accept Explainable Artificial Intelligence. Computer Science and Information Systems, Vol. 22, No. 3, 1081–1104. (2025), https://doi.org/10.2298/CSIS241018041W
Development of an Explainable AI-Based Disaster Casualty Triage System
Po-Hsuan Hsiao, Ming-Yen Chen, Hsien-Cheng Liao, Ching-Cheng Lo and Hsin-Te Wu
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Hsiao, P., Chen, M., Liao, H., Lo, C., Wu, H.: Development of an Explainable AI-Based Disaster Casualty Triage System. Computer Science and Information Systems, Vol. 22, No. 3, 1105–1119. (2025), https://doi.org/10.2298/CSIS241103035H
The Integration of Artificial Intelligence and Ethnic Music Cultural Inheritance under Deep Learning
Wenbo Chang
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Chang, W.: The Integration of Artificial Intelligence and Ethnic Music Cultural Inheritance under Deep Learning. Computer Science and Information Systems, Vol. 22, No. 3, 1121–1138. (2025), https://doi.org/10.2298/CSIS241119036C
The Analysis of Deep Learning-based Football Training under Intelligent Optimization Technology
Kun Luan, Fan Wu and Yuanyuan Xu
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Luan, K., Wu, F., Xu, Y.: The Analysis of Deep Learning-based Football Training under Intelligent Optimization Technology. Computer Science and Information Systems, Vol. 22, No. 3, 10.2298/CSIS241121042L. (2025), https://doi.org/1139–1165
Three-Dimensional Visualization Design Strategies for Urban Smart Venues under the Internet of Things
Renjun Liu
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Liu, R.: Three-Dimensional Visualization Design Strategies for Urban Smart Venues under the Internet of Things. Computer Science and Information Systems, Vol. 22, No. 3, 1167–1196. (2025), https://doi.org/10.2298/CSIS241122037L
Smart Home Management Based on Deep Learning: Optimizing Device Prediction and User Interface Interaction
Xuan Liang, Meng Liu and Hezhe Pan
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Liang, X., Liu, M., Pan, H.: Smart Home Management Based on Deep Learning: Optimizing Device Prediction and User Interface Interaction. Computer Science and Information Systems, Vol. 22, No. 3, 1197–1228. (2025), https://doi.org/10.2298/CSIS241123038L
Application of Deep Learning-Based Personalized Learning Path Prediction and Resource Recommendation for Inheriting Scientist Spirit in Graduate Education
Peixia Li and Zhiyong Ding
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Li, P., Ding, Z.: Application of Deep Learning-Based Personalized Learning Path Prediction and Resource Recommendation for Inheriting Scientist Spirit in Graduate Education. Computer Science and Information Systems, Vol. 22, No. 3, 1229–1250. (2025), https://doi.org/10.2298/CSIS241125043L
Effectiveness of Game Technology Applied to Preclinical Training for Nurse Aides in Implementing Contact Isolation Precautions
Chiao-Hui Lin and Yi-Maun Subeq
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Lin, C., Subeq, Y.: Effectiveness of Game Technology Applied to Preclinical Training for Nurse Aides in Implementing Contact Isolation Precautions. Computer Science and Information Systems, Vol. 22, No. 3, 1251–1270. (2025), https://doi.org/10.2298/CSIS241202044L
The Analysis of Intelligent Urban Form Generation Design based on Deep Learning
Zeke Lian, Hui Zhang and Ran Chen
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Lian, Z., Zhang, H., Chen, R.: The Analysis of Intelligent Urban Form Generation Design based on Deep Learning. Computer Science and Information Systems, Vol. 22, No. 3, 1271–1298. (2025), https://doi.org/10.2298/CSIS241205046L
Impact of Inspirational Film Appreciation Courses on College Students by Voice Interaction System and Artificial Intelligence
Shaohua Fan and Yujing Song
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Fan, S., Song, Y.: Impact of Inspirational Film Appreciation Courses on College Students by Voice Interaction System and Artificial Intelligence. Computer Science and Information Systems, Vol. 22, No. 3, 1299–1330. (2025), https://doi.org/10.2298/CSIS241205039F
Leveraging AI and Diffusion Models for Anime Art Creation: A Study on Style Transfer and Image Quality Evaluation
Chao-Chun Shen, Shun-Nian Luo, Ling Fan and Chenglin Dai
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Shen, C., Luo, S., Fan, L., Dai, C.: Leveraging AI and Diffusion Models for Anime Art Creation: A Study on Style Transfer and Image Quality Evaluation. Computer Science and Information Systems, Vol. 22, No. 3, 1331–1346. (2025), https://doi.org/10.2298/CSIS241212045S
Usage Intention of the Reservation System of Taipei Sports Center from the Perspective of Technology Readiness Index
Kuan-Yu Lin, Chun-Yu Chao, Xiang-Ting Zhou, Jui-Liang Hsu and Che-Jen Chuang
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Lin, K., Chao, C., Zhou, X., Hsu, J., Chuang, C.: Usage Intention of the Reservation System of Taipei Sports Center from the Perspective of Technology Readiness Index. Computer Science and Information Systems, Vol. 22, No. 3, 1347–1360. (2025), https://doi.org/10.2298/CSIS241218048L
Applying MSEM to Analyze People's Cognitive Behavior towards Virtual Reality Sport Experience
Yan-Hui Li, Cheng-Sheng Lin, Che-Jen Chuang, Jui-Liang Hsu and Yu-Jui Li
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Li, Y., Lin, C., Chuang, C., Hsu, J., Li, Y.: Applying MSEM to Analyze People's Cognitive Behavior towards Virtual Reality Sport Experience. Computer Science and Information Systems, Vol. 22, No. 3, 1361–1378. (2025), https://doi.org/10.2298/CSIS241218049L
