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Front Page Computer Science and Information SystemsPublisher: ComSIS Consortium, Novi SadISSN: 1820-0214Issue: 22_3Date: 2025Journal Homepage
 

Classification and forecasting in students' progress using Multiple-Criteria Decision Making, K-Nearest Neighbors, and Multilayer Perceptron methods 881 - 905
Slađana Spasić and Violeta Timašević  
AbstractKeywords: Promethee II; MLP; KNN; student's grades mark classification; student's achievement forecasting; Matthews Correlation Coefficient; Class Balance AccuracyMSC: 62H30 62M45
Image Semantic Segmentation Based on Multi-layer Feature Information Fusion and Dual Convolutional Attention Mechanism 907 - 926
Lin Teng, Yulong Qiao, Jinfeng Wang, Mirjana Ivanović and Shoulin Yin  
AbstractKeywords: Semantic segmentation; multi-layer information fusion; dual convolutional attention mechanism; feature pyramid gridMSC: 68T10 62M45
Efficient algorithms for collecting the statistics of large-scale IP address data 927 - 944
Hui Liu, Yi Cao, Zehan Cai, Hua Mao and Jie Chen  
AbstractKeywords: large-scale IP addresses; memory blocks; hash table; sorting; network trafficMSC: 68M11 94C15
PFLIC: A Novel Personalized Federated Learning-Based Iterative Clustering 945 - 970
Shiwen Zhang, Shuang Chen, Wei Liang, Kuanching Li, Arcangelo Castiglione and Junsong Yuan  
AbstractKeywords: Federated learning; Clustering algorithm; Client Selection; Sparse sharingMSC: 68M14 62H30
A spatio-temporal Graph Neural Network for EEG Emotion Recognition Based on Regional and Global Brain 971 - 989
Xiaoliang Wang, Chuncao Li, Yuzhen Liu, Wei Liang, Kuanching Li and Aneta Poniszewska-Maranda  
AbstractKeywords: Bidirectional gated recurrent unit; EEG emotion recognition; graph attention network; multi-dimensional attention; deep learningMSC: 68T10 62M45
Boundary-Aware Semantic Segmentation of Remote Sensing Images via Segformer and Snake Convolution 991 - 1010
Yanting Xia, Lin Zhang, Ting Guo and Jin Qi  
AbstractKeywords: Segformer; dynamic snake convolution; remote sensing; Semantic Segmentation; Deep learningMSC: 68T10 62M45
Extending Hybrid SQL/NoSQL Database by Introducing Statement Rewriting Component 1011 - 1046
Srđa Bjeladinović  
AbstractKeywords: Hybrid database; SQL; NoSQL; statement rewriting; database architectureMSC: 68N19 68P15
Analyzing the Operational Efficiency of Online Shopping Platforms Integrated with AI-Powered Intelligent Warehouses 1047 - 1060
Wang Yuqin, Chin-Shyang Shyu, Cheng-Sheng Lin, Chao-Chien Chen, Thing-Yuan Chang and Liang Shan  
AbstractKeywords: AI-Powered intelligent warehousing; network DEA modelMSC: 68T35 68M11
Deep Learning-Driven Decision Tree Ensembles for Table Tennis: Analyzing Serve Strategies and First-Three-Stroke Outcomes 1061 - 1080
Che-Wei Chang, Sheng-Hsiang Chen, Peng-Yu Chen and Jing-Wei Liu  
AbstractKeywords: deep learning; decision tree; video analysis; table tennis match model; notational analysis; convolutional neural networksMSC: 62H30 62M45
Exploring Factors Affecting User Intention to Accept Explainable Artificial Intelligence 1081 - 1104
Yu-Min Wang and Chei-Chang Chiou  
AbstractKeywords: explainable artificial intelligence; artificial intelligence; user acceptance; individual differences; intention to useMSC: 68T99 68N30
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