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ORCID14th ICSI 2023: Shenzhen, China - Part II
- Ying Tan
, Yuhui Shi, Wenjian Luo:
Advances in Swarm Intelligence - 14th International Conference, ICSI 2023, Shenzhen, China, July 14-18, 2023, Proceedings, Part II. Lecture Notes in Computer Science 13969, Springer 2023, ISBN 978-3-031-36624-6
Swarm Robotics and UAV
- Chung-Yu Huang, Jhih-Yi Li, Jhih-Yuan Huang, Wei-Po Lee:
A Blockchain-Based Service-Oriented Framework to Enable Cooperation of Swarm Robots. 3-15 - Junqiao Zhang, Qiang Qu, Xue-Bo Chen:
Collective Behavior for Swarm Robots with Distributed Learning. 16-25 - Yifeng He, Kanzhong Yao, Barry Lennox, Farshad Arvin:
Exploration of Underwater Environments with a Swarm of Heterogeneous Surface Robots. 26-37 - Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology. 38-48 - Chenyang Li, Guanjie Jiang, Yonghui Yang, Xue-Bo Chen:
Swarm Multi-agent Trapping Multi-target Control with Obstacle Avoidance. 49-61 - Yi Di, Guoyuan Zhou, Ziyi Tan, Ruiheng Li, Zheng Wang:
A Novel Data Association Method for Multi-target Tracking Based on IACA. 62-73 - Pu Feng, Xin Yu, Junkang Liang, Wenjun Wu, Yongkai Tian:
MACT: Multi-agent Collision Avoidance with Continuous Transition Reinforcement Learning via Mixup. 74-85 - Peng Liu, Junchao Wei, Hao Wang, Chunjun He, Jianxia Zhang, Haiyue Li, Ziyuan Liu, Baorui Jiang:
Research on UAV Dynamic Target Tracking with Multi-sensor Position Feedback. 86-97 - Yao Lu, Xiangyin Zhang:
Multiple Unmanned Aerial Vehicles Path Planning Based on Collaborative Differential Evolution. 98-110 - Qiu Yang, Yujuan Si, Yu Xiaoyu, Yang Dong, Chen Yuexin, Wenke Yang:
Design and Analysis of VLC-OCC-CDMA Rake System. 111-124
Machine Learning
- Shun Lu, Cheng Chen, Kunlong Zhang, Yang Zheng, Zheng Hu, Wenjing Hong, Guiying Li, Xin Yao:
Noise-Tolerant Hardware-Aware Pruning for Deep Neural Networks. 127-138 - Doruk Kilitçioglu, Nicholas Greenquist, Anasse Bari:
Pyrorank: A Novel Nature-Inspired Algorithm to Promote Diversity in Recommender Systems. 139-155 - Mijat Kustudic, Maja Gulan, Junrui Lu, Ben Niu:
Analysis of SIR Compartmental Model Results with Different Update Strategies. 156-167 - Boyu Lin, Feipeng Li, Jiqiang Feng, Shengbing Xu:
Research on Location Selection of General Merchandise Store Based on Machine Learning. 168-180 - Wei Song, Shuya Li:
CF-PMSS: Collaborative Filtering Based on Preference Model and Sparrow Search. 181-192 - Ruizhuo Zhang, Wenjian Luo, Yongkang Luo, Shaocong Xue:
Asynchronous Federated Learning Framework Based on Dynamic Selective Transmission. 193-203
Data Mining
- Tianle Yang, Jinlong Chen, Minghao Yang:
Small Aerial Target Detection Algorithm Based on Improved YOLOv5. 207-219 - Haojie Xie, Mingli Lu, Jing Liu, Benlian Xu, Xianghang Shi, Chen Zhang, Jian Shi, Jinliang Cong:
Secondary Pulmonary Tuberculosis Lesions Detection Based on Improved YOLOv5 Networks. 220-231 - Lin Jiang, Da-hua Zhang, Ya-yun Zhu, Xiao-juan Zhang:
Abnormal Traffic Detection Based on a Fusion BiGRU Neural Network. 232-245 - Maosen Wang, Mengtian Wang, Jun Liu, Shaozhang Niu, Wen Zhang, Jiaqi Zhao:
A Fabric Defect Detection Model Based on Feature Extraction of Weak Sample Scene. 246-259 - Lixiang Li, Yuxuan Liu, Haipeng Peng:
Intrusion Detection Method Based on Complementary Adversarial Generation Network. 260-271 - Wanqing Jiang, Nuo Su, Tianxu Pan, Yifan Miao, Xueyu Lv, Tianzi Jiang, Nianming Zuo:
EEG-Based Subject-Independent Depression Detection Using Dynamic Convolution and Feature Adaptation. 272-283 - Hongwei Zhang, Wenjian Luo, Zhijian Chen, Qi Zhou:
Multi-label Adversarial Defense Scheme Based on Negative Correlation Ensemble. 284-294 - Zhihong Sun, Zhigang Zhang, Danling Wang:
Analysis of the Impact of Mathematics Courses on Professional Courses in Science and Engineering Majors. 295-306 - Jiao Li, Wensheng Peng, Zhaoyang Zeng, Chenxi Li, Haochen Wang:
Intelligent System Reliability Modeling Methods. 307-319 - Anastasiia Timofeeva, Natalya Gorbacheva:
Sensitivity of Clustering Algorithms to Sparseness of One Correlation Network. 320-331
Routing and Scheduling Problems
- Alexander Allahverdyan, Anastasiia Zhadan, Ivan Kondratov, Vikenty Mikheev, Ovanes L. Petrosian, Aleksei Romanovskii, Vitaliy Kharin:
Monte Carlo Tree Search with Adaptive Estimation for DAG Scheduling. 335-349 - Qiushi Sun, Yuyi Zhang, Haitao Wu, Ovanes L. Petrosian:
Resource Allocation in Heterogeneous Network with Supervised GNNs. 350-361 - Zhongxiang Chang, Zhongbao Zhou, Shi Cheng:
Satellite Downlink Scheduling Under Breakpoint Resume Mode. 362-373 - Wanfeng Chen, Ruochen Liu, Qi Guo, Mengyi Niu:
A Repetitive Grouping Max-Min Ant System for Multi-Depot Vehicle Routing Problem with Time Window. 374-385 - Zhi-hua Wang, Ming-hui Jin, Lin Jiang, Chen-jia Feng, Jing-yi Cao, Zhang Yun:
Secure Access Method of Power Internet of Things Based on Zero Trust Architecture. 386-399 - Gene Eu Jan, Kevin Fung, Chaomin Luo, Hui-Ching Hsieh:
On the Complete Area Coverage Problem of Painting Robots. 400-413 - Fan Li, Xiaotian Li, Feng Chi, Yong Wang:
Reachability Map-Based Motion Planning for Robotic Excavation. 414-426 - Zixuan Zhang, Shuhan Qi, Zihao Zhou, Jiajia Zhang, Hao Yuan, Xuan Wang, Lei Wang, Jing Xiao:
Reinforced Vision-and-Language Navigation Based on Historical BERT. 427-438
Stock Prediction and Portfolio Optimization
- Kyle Erwin, Andries P. Engelbrecht:
Meta-heuristics for Portfolio Optimization: Part I - Review of Meta-heuristics. 441-452 - Kyle Erwin, Andries P. Engelbrecht:
Meta-heuristics for Portfolio Optimization: Part II - Empirical Analysis. 453-464 - Zhihan Yue, Ying Tan:
Hierarchical Node Representation Learning for Stock Prediction. 465-477 - Ying Sun, Jingbo He, Yuelin Gao:
Application of APSO-BP Neural Network Algorithm in Stock Price Prediction. 478-489 - Ying Yan, Bo Li:
The Research in Credit Risk of Micro and Small Companies with Linear Regression Model. 490-500
ICSI-Optimization Competition
- Kaiyu Wang, Zhenyu Lei, Ziqian Wang, Zhiming Zhang, Shangce Gao:
Deep-Layered Differential Evolution. 503-515 - Vladimir Stanovov, Eugene Semenkin:
Dual-Populatuion Differential Evolution L-NTADE for ICSI-OC'2023 Competition. 516-525 - Mingyin Zou, Peichen Zhang, Xiaomin Zhu:
Group Simulated Annealing Algorithm for ICSI-OC 2022. 526-534
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