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15th ICSI 2024: Xining, China - Part II
- Ying Tan
, Yuhui Shi
Advances in Swarm Intelligence - 15th International Conference on Swarm Intelligence, ICSI 2024, Xining, China, August 23-26, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14789, Springer 2024, ISBN 978-981-97-7183-7
Route Planning Problem
- Frederick Kin Hing Phoa
Solving the Traveling Salesman Problem for Efficient Route Planning Through Swarm Intelligence Based Optimization. 3-12 - Ben Niu, Wenze Li, Wenjie Yi:
An Improved Genetic Algorithm for Vehicle Routing Problem with Time Window Requirements. 13-25 - Shi Cheng
Automated Planning and Scheduling with Swarm Intelligence. 26-35 - JunQi Zhang, JinTao Shen, ChunMei Liu:
Grouping and Angle Partitioning-Based Coverage Path Planning for Swarm Robots Using Only Local Communication. 36-45 - Zhenghan Zhou
A Hyper-heuristic Algorithm Based on Q-Learning for 3D Drone Trajectory Planning. 46-57
Machine Learning
- Jun Ma, Zheng Fan, Chaoyu Fan, Qi Kang:
Robust Heterogeneous Federated Learning via Data-Free Knowledge Amalgamation. 61-71 - Vanha Tran
Efficient Multilevel Spatial Co-location Pattern Discovery Based on Density-Wise Clustering and MC-Hash Structure. 72-87 - Ming Chen, Guanliang Liu, Ting Lv:
Multiple Machine Learning Methods with Correlation Analysis for Short-Term River Water Quality Prediction. 88-98 - Weiqin Ying, Chixin Wang, Yu Wu, Xuan Luo, Zhe Wen, Han Zhang:
FGFL: Fine-Grained Federated Learning Based on Neural Architecture Search for Heterogeneous Clients. 99-111 - Yu Wu, Hailong Fan, Weiqin Ying, Zekun Zhou, Qiaoqiao Zheng, Jiajian Zhang:
Federated Neural Architecture Search with Hierarchical Progressive Acceleration for Medical Image Segmentation. 112-123 - Qiujie Fan
KIS-SQL: Knowledge-Enhanced In-Context Learning and Self-correction of Text-to-SQL. 124-135 - Jun Xie, Yiding Fan, Qingke Shi:
Research on the Operation Strategy of S Internet Hospital Based on Business Intelligence. 136-144 - Yuchen Zhang, Changpeng Pan, Xiangyang Deng:
Complex Network-Based Decision-Making Analysis of Strikes on Important Nodes of a Typical Kill Chain. 145-159 - Kongyuan Wang, Li Yan, Chao Li, Boyang Qu:
Pixel Importance-Based Transfer Adversarial Attack. 160-171 - Pan Xue
Data-Driven Intervention Strategies for Mitigating Illegal Wildlife Trade: A Case Study of the United States. 172-183
Detection and Prediction
- Xiaoqing Wei, Yuchao Lv, Hui Wang, Peiyin Yang, Zheng Dong, Ju Liu, Qiang Wu:
Lung Nodule Detection Based on Spike-Driven Self-Attention YOLO. 187-196 - Xue Liang, Lixiang Li
Unsupervised Microservice Log Anomaly Detection Method Based on Graph Neural Network. 197-208 - Weiqin Zhang, Jiqiang Feng, Feipeng Li:
Deep Learning-Based Customer Lifetime Value Prediction in Imbalanced Data Scenarios: A Case Study. 209-218 - Paola Patricia Ariza-Colpas
Improving the Accuracy of Predictive Models in Imbalanced Lung Cancer Data. 219-230
Classification
- Xuan Li, Fuyuan Yu, Jiachen Cui, Ju Liu, Qiang Wu:
Multimodal Imaging Classification Based on Mixture Model Networks. 233-244 - Aixi Qu
Confidence-Guided Online Knowledge Distillation for Semi-supervised Medical Image Classification. 245-257 - Chunkai Wang, Bianping Su, Yusong Wang, Longqing Zhang, Yantao He:
Research on Classification Method of Construction Laws and Regulations Data. 258-268 - Yuchen Ye, Rongbo Wang, Xiaodong Chang, Hui Li:
Identity Authentication Methods Based on User Profiling. 269-279 - Tulika Dutta
Automatic Hyperspectral Image Clustering Using Qutrit Differential Evolution. 280-294 - Paola Patricia Ariza-Colpas
Comparative Evaluation of Classification Techniques for Predicting Risk and Recurrene of Thyroid Disorders. 295-307
Edge Computing
- Dian Xu, MengChu Zhou:
Hierarchical Diffusion Teaching-Learning-Based Optimizer with Variational Autoencoder for Mobile Edge Computing System Optimization. 311-322 - YingHui Yang, XianJi Wang, Ming Zhang:
ESEC: A New Edge Server Selection Algorithm Under Multi-access Edge Computing. 323-337 - Jiatai Wang, Jiaen Zhou, Ronghui Zhang, Yunfeng Zhang:
Edge Dynamic Service Offloading Based on Multi-agent Deep Q Learning. 338-350
Modeling and Optimization
- Somlak Wannarumon Kielarova
New Design Algorithm: Interactive-Generative Product Design for Shape Generation and Optimization. 353-362 - Muya Yao, Ngai Cheong, Yufei Hu, Fengwei Zhou:
Designing a Social Network Framework Utilizing New Swarm and P2P Technologies for Application in Office Automation. 363-374 - Dejun Mao, Ling Yang:
Research on the Basic Combat Round Model of Over-The-Horizon Air Combat. 375-379 - Ziqiang Zhu, Yupeng Fu, Xiangyang Deng, Tao Xu:
An Offline Modeling Approach to Air Combat Maneuvering Policy. 380-389 - Yuxin Chang, Xinming Zhang:
Neural Network Algorithm for Solving Nonlinear Equation Systems. 390-402 - Paola Patricia Ariza-Colpas
Heart Failure Mortality Prediction: A Comparative Study of Predictive Modeling Approaches. 403-416
Analysis of Review
- Anjie Lin, Bianping Su, Yihe Ning, Longqing Zhang, Yantao He:
Convolutional Neural Networks in Medical Imaging: A Review. 419-430 - Yang Ling, Jilin Mao Dejun Changchun, Shandong Yantai:
A Review of the Analysis and Evaluation of Air Combat Situation and Decision-Making Methods. 431-436 - Te Yu Liao, Yu Chih Kao, Ming-Shien Cheng, Ping Yu Hsu:
Analyzing the Online Reviews to Explore Recent Trends of the U.S. Automotive Industry by Latent Dirichlet Allocation Method. 437-448
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