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12th ICSI 2021: Qingdao, China
- Ying Tan
, Yuhui Shi:
Advances in Swarm Intelligence - 12th International Conference, ICSI 2021, Qingdao, China, July 17-21, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12690, Springer 2021, ISBN 978-3-030-78810-0
Multi-objective Optimization
- Ruizhi Wan, Yinnan Chen
A Multi-objective Evolutionary Algorithm Based on Second-Order Differential Operator. 3-12 - Shuai Zhao, Xuying Kang, Qingjian Ni:
An Improved Evolutionary Multi-objective Optimization Algorithm Based on Multi-population and Dynamic Neighborhood. 13-22 - Ying Zhou, Lingjing Kong, Lijun Yan, Shaopeng Liu, Jiaming Hong:
A Multiobjective Memetic Algorithm for Multiobjective Unconstrained Binary Quadratic Programming Problem. 23-33 - Cuiyu Wang, Shuting Wang, Xinyu Li:
A Hybrid Algorithm for Multi-objective Permutation Flow Shop Scheduling Problem with Setup Times. 34-44 - Qinqin Fan, Yihao Wang, Okan K. Ersoy, Ning Li, Zhenzhong Chu:
Dynamic Multi-objective Optimization via Sliding Time Window and Parallel Computing. 45-57 - Zeneng She, Wenjian Luo, Yatong Chang, Xin Lin, Ying Tan
A New Evolutionary Approach to Multiparty Multiobjective Optimization. 58-69
Swarm Robotics and Multi-agent System
- Elakiya Jayaraman, Tingjun Lei
Immune System Algorithms to Environmental Exploration of Robot Navigation and Mapping. 73-84 - Qirong Tang, Lou Zhong, Zheng Zhou, Wenfeng Zhu, Zhugang Chu:
Primitive Shape Recognition Based on Local Point Cloud for Object Grasp. 85-91 - Muhanad H. Mohammed Alkilabi
Odometry During Object Transport: A Study with Swarm of Physical Robots. 92-101 - Qirong Tang, Daopeng Jin, Yang Hong, Jinyuan Guo, Jiang Li:
Active Disturbance Rejection Control of Underwater Manipulator. 102-110 - Pengjie Xu, Jun Zheng, Jingtao Zhang, Kun Zhang, Yuanzhe Cui, Qirong Tang:
Distributed Position-Force Control for Cooperative Transportation with Multiple Mobile Manipulators. 111-118 - Thao NgoGia, Yinghao Li, Daopeng Jin, Jinyuan Guo, Jiang Li, Qirong Tang:
Real-Time Sea Cucumber Detection Based on YOLOv4-Tiny and Transfer Learning Using Data Augmentation. 119-128 - Shihong Duan, Hang Wu, Cheng Xu, Jiawang Wan:
Toward Swarm Robots Tracking: A Constrained Gaussian Condensation Filter Method. 129-136 - Li Ma, Weidong Bao, Xiaomin Zhu, Meng Wu, Yutong Yuan, Ji Wang, Hao Chen:
Adaptive Task Distribution Approach Using Threshold Behavior Tree for Robotic Swarm. 137-145 - Qirong Tang, Kun Zhang, Pengjie Xu, Jingtao Zhang, Yuanzhe Cui:
Map Fusion Method Based on Image Stitching for Multi-robot SLAM. 146-154 - Jian Yang, Donghui Zhao, Xinhao Xiang, Yuhui Shi:
Robotic Brain Storm Optimization: A Multi-target Collaborative Searching Paradigm for Swarm Robotics. 155-167 - Benjamin Campbell, Heba El-Fiqi
Distributed Multi-agent Shepherding with Consensus. 168-181 - Yao Zou, Wenfu Yang, Zixuan Wang, Keping Long, Wei He:
Non-singular Finite-Time Consensus Tracking Protocols for Second-Order Multi-agent Systems. 182-192
UAV Cooperation and Control
- Yueping Yu, Yimin Deng, Haibin Duan:
Multi-UAV Cooperative Path Planning via Mutant Pigeon Inspired Optimization with Group Learning Strategy. 195-204 - Guo Zhang, Rui Wang
UAV Path Planning Based on Variable Neighborhood Search Genetic Algorithm. 205-217 - Shuang Xia, Xiangyin Zhang, Xiuzhi Li, Tian Zhang:
An Improved Particle Swarm Optimization with Dual Update Strategies Collaboration Based Task Allocation. 218-229 - Elena Basan
Intelligent Intrusion Detection System for a Group of UAVs. 230-240
Machine Learning
- Luka Pecnik, Iztok Fister, Iztok Fister Jr.:
NiaAML2: An Improved AutoML Using Nature-Inspired Algorithms. 243-252 - M. Saqib Nawaz
Proof Searching in PVS Theorem Prover Using Simulated Annealing. 253-262 - Xin Lin, Jian Chen:
Deep Reinforcement Learning for Dynamic Scheduling of Two-Stage Assembly Flowshop. 263-271 - Yuhui Wang, Qingjian Ni, Shuai Zhao, Meng Zhang, Chenxin Shen:
A Hybrid Wind Speed Prediction Model Based on Signal Decomposition and Deep 1DCNN. 272-281 - Di Wu
A Cell Tracking Method with Deep Learning Mitosis Detection in Microscopy Images. 282-289 - Rupeng Liang, Shaoqiu Zheng, Kebo Deng, Zexiang Mao, Wei Ma, Zhengwei Zhang:
A Knowledge Graph Enhanced Semantic Matching Method for Plan Recommendation. 290-299 - Jun Gao, Canpeng Huang, Xijie Huang, Kaishan Huang, Hong Wang:
Classification of Imbalanced Fetal Health Data by PSO Based Ensemble Recursive Feature Elimination ANN. 300-312 - Xingsi Xue
Evolutionary Ontology Matching Technique with User Involvement. 313-320 - Fei Ding, Mingyan Jiang, Dongfeng Yuan, Falei Ji, Haiyan Yu:
Sequential Stacked AutoEncoder-Based Artificial Neural Network and Improved Sheep Optimization for Tool Wear Prediction. 321-330 - Jun Xie, Sijie Dang, Xiuyuan Xu, Jixiang Guo, Xiaozhi Zhang, Zhang Yi:
Application of Internet Plus: TCM Clinical Intelligent Decision Making. 331-338 - Qi Yang
Parallel Random Embedding with Negatively Correlated Search. 339-351 - Jin Zhu
Value-Based Continuous Control Without Concrete State-Action Value Function. 352-364 - Li Zeng
Exploring the Landscapes and Emerging Trends of Reinforcement Learning from 1990 to 2020: A Bibliometric Analysis. 365-377
Data Mining
- Luka Pecnik
NiaClass: Building Rule-Based Classification Models Using Nature-Inspired Algorithms. 381-390 - Kai Han, Jinho Lee, Lang Huang, Fangcheng Liu, Seiichi Uchida, Chao Zhang:
Mining Neighbor Frames for Person Re-identification by Global Optimal Tracking. 391-406 - Wei Song
Artificial Fish Swarm Algorithm for Mining High Utility Itemsets. 407-419 - Jian Cheng, Botao Jiao, Yinan Guo, Shijie Wang:
Ensemble Recognition Based on the Harmonic Information Gain Ratio for Unsafe Behaviors in Coal Mines. 420-429 - Hong Wang, Zhuo Zhou, Yixin Wang
Feature Selection for Image Classification Based on Bacterial Colony Optimization. 430-439 - Zexi Xu, Guangyuan Qiu, Wanying Li, Xiaofu He, Shuang Geng:
Local Binary Pattern Algorithm with Weight Threshold for Image Classification. 440-451 - Marina Murtazina
Applying Classification Algorithms to Identify Brain Activity Patterns. 452-461 - Chenxin Shen, Qingjian Ni, Shuai Zhao, Meng Zhang, Yuhui Wang:
An Improved El Nino Index Forecasting Method Based on Parameters Optimization. 462-471 - Yu Xue, Bernard-Marie Onzo, Ferrante Neri
Intrusion Detection System Based on an Updated ANN Model. 472-479 - Yihuai Wang, Fei Han:
Bayesian Classifier Based on Discrete Multidimensional Gaussian Distribution. 480-490 - Xin Yu, Wenqiang Peng, Dongfan Xue, Qingjian Ni:
An Improved Spatial-Temporal Network Based on Residual Correction and Evolutionary Algorithm for Water Quality Prediction. 491-499 - Zhi-yong Hao
Can Argumentation Help to Forecast Conditional Stock Market Crisis with Multi-agent Sentiment Classification? 500-510 - Peibin Chen, Ying Tan
Stock Market Movement Prediction by Gated Hierarchical Encoder. 511-521
Other Applications
- Qinglai Wei, Liyuan Han, Tielin Zhang:
Spiking Adaptive Dynamic Programming with Poisson Process. 525-532 - Taha Ahmadi
Designing a Mathematical Model and Control System for the Makariza Steam Boiler. 533-542 - Haruki Nishimura, Koji Hasebe:
Compositional Object Synthesis in Game of Life Cellular Automata Using SAT Solver. 543-552 - Shicai Liu, Guowu Yuan
Automatic Detection of Type III Solar Radio Burst. 553-562 - Kamal Abubker Abrahim Sleiman
The Impact of Wechat Red Packet Feature at Achieving Users Satisfaction and Loyalty: Wechat Users in China. 563-575
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