2025 · Vol. 44

Resource-Efficient Model for Deep Kernel Learning Luisa D'Amore pp. 1–25 https://doi.org/10.31577/cai_2025_1_1 Evaluating Combined Influence of Weighted Analysis Class Diagram Metrics on Early Software Size Estimation Marriam Daud, Ali Afzal Malik pp. 26–42 https://doi.org/10.31577/cai_2025_1_26 Adaptive Non-Overlapping Community Detection Based on Gravitational Field Stability in Social Networks Meizi Li, Yanmei Gu, Qianqian Zhai et al. pp. 43–70 https://doi.org/10.31577/cai_2025_1_43 DeliteSeg: A Real-Time Semantic Segmentation Model for Predicting Small Objects and Object Contours Bing Su, Yifei Luan, Yifeng Lin pp. 71–91 https://doi.org/10.31577/cai_2025_1_71 Few-Shot Semantic Segmentation with Frequency Prototype Learning Chunlin Wen, Huang Hui, Yan Ma et al. pp. 92–123 https://doi.org/10.31577/cai_2025_1_92 Decision Support System for Improving Breast Cancer Diagnosis Using Ensemble Learning Mohammad Zahaby, Mohammad Ebrahim Shiri, Hamid Haj Seyyed Javadi et al. pp. 124–150 https://doi.org/10.31577/cai_2025_1_124 Research on Dense Detection Algorithm for Brown Mushroom Based on Improved YOLOv7 Shanheng Tan, Shengjie Ma, Xinglu Ma et al. pp. 151–175 https://doi.org/10.31577/cai_2025_1_151 Collaborative Filtering Algorithm Based on Deep Denoising Auto-Encoder and Attention Mechanism Zixuan Han, Leilei Shi, Qiang Sun et al. pp. 176–201 https://doi.org/10.31577/cai_2025_1_176 MINet: A Pedestrian Trajectory Forecasting Method with Multi-Information Feature Fusion Tao Yuan, Xiaohong Han pp. 202–222 https://doi.org/10.31577/cai_2025_1_202 Local Matrix Factorization with Network Embedding for Recommender Systems Jinmao Xu, Zhifeng Liu, Lei Tan et al. pp. 223–244 https://doi.org/10.31577/cai_2025_1_223
Task Offloading Decision and Resource Allocation Strategy Based on Improved DDPG in Mobile Edge Computing An Li, Yeqiang Zheng, Wang Nong et al. pp. 245–271 https://doi.org/10.31577/cai_2025_2_245 Advancing Early Diagnosis: Investigating Breast Cancer Cell Segmentation with Deep Learning and Transfer Learning Approaches Nida Khalil, Khalid Mahboob, Umme Laila et al. pp. 272–299 https://doi.org/10.31577/cai_2025_2_272 Self-Supervised Learning for 3D Action Prediction Based on Past Completeness and Future Trend Yifan Wang, Tiancheng Zheng, Hua Shi et al. pp. 300–335 https://doi.org/10.31577/cai_2025_2_300 Comparative Visualization of Algorithms and Data Structures Filip Vateha, Slavomír Šimoňák pp. 336–365 https://doi.org/10.31577/cai_2025_2_336 Max Planck Theory for Digital Image Processing: A New Algorithm for Mammogram Image Segmentation to Identify Masses in Regions of the Breast Yun Zhang, Refat Mohammed Abdullah Eshaq, Weian Dong et al. pp. 366–384 https://doi.org/10.31577/cai_2025_2_366 YOLO-DTO: Automotive Door Panel Fastener Detection Algorithm Based on Deep Learning Xiaohui Wang, Yunshuo Jia, Fengjuan Guo pp. 385–407 https://doi.org/10.31577/cai_2025_2_385 Lightweight Dual-Stream Human Behavior Inference Network Based on Multi-Layer Perceptron Qichen Qin, Xiaohong Han pp. 408–428 https://doi.org/10.31577/cai_2025_2_408 New Family of Linear 3-Erasure Correcting Block Codes with Possible Application in Storage Systems Peter Farkaš, Katarína Farkašová, Frederik Pavelka et al. pp. 429–444 https://doi.org/10.31577/cai_2025_2_429 Efficient Drone Detection Method Based on YOLOv8s Improvement Bing Su, Jie Zhang, Yifeng Lin pp. 445–466 https://doi.org/10.31577/cai_2025_2_445 SMRFC-PDCNN: An Efficient Scene Matching Recognition with DCNN and Feature Clustering on Spark Jingguo Dai, Yimin Mao pp. 467–492 https://doi.org/10.31577/cai_2025_2_467
Triple-GCN: Enhanced Multi-Feature Graph Convolutional Network for Aspect-Based Sentiment Analysis Huanling Tang, Xueyuan Sun, Quansheng Dou et al. pp. 493–522 https://doi.org/10.31577/cai_2025_3_493 Abilities of Contrastive Soft Prompting for Open Domain Rhetorical Question Detection Josef Baloun, Jiří Martínek, Cristophe Cerisara et al. pp. 523–548 https://doi.org/10.31577/cai_2025_3_523 Self-Supervised Learning for 3D Action Prediction with Graph Convolutional Recurrent Network Peng Liu, Yifan Wang, Qicong Wang et al. pp. 549–579 https://doi.org/10.31577/cai_2025_3_549 Personalized Federated Learning Based on Hypernetworks and Attention Mechanism Ensembles for Internet of Things Lu Liu, Huiqi Zhao, Fang Fan et al. pp. 580–611 https://doi.org/10.31577/cai_2025_3_580 SDN-Based Multi-Objective Optimization for Task Offloading with Algorithm Federated Learning in Fog Computing Environment Mohammadreza Sharafi Hoveyda, Mohammadreza Mollahoseini Ardakani, Vahid Ayatollahitafti pp. 612–634 https://doi.org/10.31577/cai_2025_3_612 Adaptive Sampling-Based Heterogeneous Graph Enhancement Qin Zhao, Guojun Yang, Yaru Miao et al. pp. 635–660 https://doi.org/10.31577/cai_2025_3_635 Machine Learning Approach for Ecological Public Transport Systems Matej Babič, Branko Šter, Ladislav Hluchý et al. pp. 661–681 https://doi.org/10.31577/cai_2025_3_661 Optimizing Security and Performance in Blockchain-Enhanced Federated Learning Through Participant Selection with Role Determination Wafa Bouras, Kameleddine Heraguemi, Mohamed Benouis et al. pp. 682–716 https://doi.org/10.31577/cai_2025_3_682 Knowledge Graph Representation Learning by Text Encoding and Graph Structure Song Li, Chengyu Zhong, Liping Zhang pp. 717–744 https://doi.org/10.31577/cai_2025_3_717 An Approach Based on Coloured Petri Net and NSGA-II to Improve the Emergency Department Zouaoui Louhab, Fatma Boufera, Fatima Debbat pp. 745–764 https://doi.org/10.31577/cai_2025_3_745
Multi-Objective Optimization for Multi-Modal Route Planning Integrating Shared Taxi and Bus Liang Qi, Rongyan Zhang, Wenjing Luan et al. pp. 769–799 https://doi.org/10.31577/cai_2025_4_769 Data-Driven Bayesian Network for Risk Analysis of Telecom Fraud Binzhou Si, Haichun Sun, Mengyuan Shao pp. 800–827 https://doi.org/10.31577/cai_2025_4_800 Ensemble Prediction of Business Process Remaining Time Based on Random Forest and XGBoost Yinhua Tian, Yan Su, Ruizhe Zhang et al. pp. 828–852 https://doi.org/10.31577/cai_2025_4_828 Semantic Enhancement and Heterogeneous Correlation Guided Web Service Clustering Haoquan Qi, Bing Wang, Qiang Hu et al. pp. 853–881 https://doi.org/10.31577/cai_2025_4_853 Fault Feature Extraction in Rolling Bearings Using Time-Frequency Analysis and Optimized Variational Mode Decomposition Xuezhen Cheng, Chuannuo Xu, Hanlin Sun et al. pp. 882–914 https://doi.org/10.31577/cai_2025_4_882 Modeling and Verification of Chinese Wall Policy Based on Petri Nets with Data Hanqian Tu, Dongming Xiang, Liang Qi et al. pp. 915–932 https://doi.org/10.31577/cai_2025_4_915 An Aggregation Degree-Based Cooperative Model for Autonomous Vehicle Groups in a Closing Scene Guiyuan Yuan, Jiake Wang, Fengqi Yan et al. pp. 933–960 https://doi.org/10.31577/cai_2025_4_933 Modeling and Analyzing Hormonal Effects of Depression Based on Petri Nets and Machine Learning Yinglong Wang, Wang Lin, Wangyang Yu et al. pp. 961–982 https://doi.org/10.31577/cai_2025_4_961 Personalized Learning Path Recommendation Based on Learner Profile and Knowledge Graph Xin Xie, Xiangyang Feng pp. 983–1008 https://doi.org/10.31577/cai_2025_4_983
Exploring Performance and Energy Optimization in Serverless Computing: A Review Jasmine Kaur, Inderveer Chana, Anju Bala pp. 1009–1039 https://doi.org/10.31577/cai_2025_5_1009 HiBiGNN: Hierarchical Bilateral Graph Neural Network for fMRI Analysis Zhengyuan Fan, Hongfei Ji, Jie Li et al. pp. 1040–1070 https://doi.org/10.31577/cai_2025_5_1040 Modified Convolutional Neural Network for Speaker Age and Gender Classification Laxmi Kantham Durgam, Ravi Kumar Jatoth, Daniel Hládek et al. pp. 1071–1100 https://doi.org/10.31577/cai_2025_5_1071 Design and Development of a Hybrid Evolutionary Method with a Special Selection of Artificial Immune System for Stroke Prediction: A Balancing Approach Şerife Çelikbaş, Zeynep Orman, Abdurrahim Akgündoğdu pp. 1101–1122 https://doi.org/10.31577/cai_2025_5_1101 Multi-Modal Emotion Recognition Using Situation-Based Video Context Emotion Dataset Guiping Lu, Honghua Liu, Kejun Wang et al. pp. 1123–1143 https://doi.org/10.31577/cai_2025_5_1123 Enhancing Large-Scale Code Understanding Through Goal Structuring Notation and Large Language Models Zezhong Chen, Yuxin Deng, Wenjie Du pp. 1144–1177 https://doi.org/10.31577/cai_2025_5_1144 Efficient Distributed Clustering with Cuckoo Search Algorithm and GPU Acceleration for Big Data Analysis Hadjir Zemmouri, Said Labed, Akram Kout et al. pp. 1178–1201 https://doi.org/10.31577/cai_2025_5_1178 ADOCIL: Enhancing Image Classification with Attention Distillation for Online Class-Incremental Learning Jinyong Cheng, Mengyun Chen, Baoyu Du et al. pp. 1202–1228 https://doi.org/10.31577/cai_2025_5_1202 Enhancing Real-Time Rumor Detection on Weibo Through User and Content Feature Integration Yu Zhu, Gensheng Wang, Xuejian Huang et al. pp. 1229–1253 https://doi.org/10.31577/cai_2025_5_1229 Block-Jacobi SVD Algorithms: A Review Gabriel Okša, Martin Bečka pp. 1254–1272 https://doi.org/10.31577/cai_2025_5_1254
Depth-Wise and Depth-Wise Separable YOLO Models for Concealed Object Detection Using Terahertz Images Singara Singh Kasana, Lakshmy Santhosh pp. 1273–1294 https://doi.org/10.31577/cai_2025_6_1273 An Improved Genetic Algorithm for Solving the Clustered Steiner Tree Problem Tuan-Anh Do, Ha-Bang Ban, Dang-Hai Pham et al. pp. 1295–1335 https://doi.org/10.31577/cai_2025_6_1295 Petri Net Structural Reduction for Temporal Epistemic Logic Verification in Multi-Agent Systems Tong Guo, Meiqin Pan, Zhijun Ding pp. 1336–1367 https://doi.org/10.31577/cai_2025_6_1336 A Travel Point-of-Interest Recommendation Algorithm Incorporating Social Features and Logistic Matrix Factorisation Qian Wang, Jiayin Wei, Lin Yao et al. pp. 1368–1392 https://doi.org/10.31577/cai_2025_6_1368 Constructing and Repairing Process Models Containing Loop Return Structures via Logic Petri Nets Yuyue Du, Wenjing Luan, Xize Zhang et al. pp. 1393–1422 https://doi.org/10.31577/cai_2025_6_1393 Object-Based Hyperspectral Classification Approach to Tree Species by 3D-CNN Radoslav Forgáč, Bianca Badidová, Miloš Očkay et al. pp. 1423–1444 https://doi.org/10.31577/cai_2025_6_1423 A Lightweight Text Representation Method Integrating Topic Information Shuobin Zhang, Jianhua Sun, Huanling Tang et al. pp. 1445–1467 https://doi.org/10.31577/cai_2025_6_1445 Behavior-Enhanced Knowledge Tracing Model in Intelligent Tutoring Systems Si'ao Sun, Liqing Qiu pp. 1468–1494 https://doi.org/10.31577/cai_2025_6_1468 Performance Analysis and Optimization Method Based on Petri Net for Manufacturing Execution System Min Wang, Yike Wang, Lucheng Chen et al. pp. 1495–1518 https://doi.org/10.31577/cai_2025_6_1495