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ORCID13th ICSI 2022: Xi'an, China - Part II
- Ying Tan
, Yuhui Shi, Ben Niu:
Advances in Swarm Intelligence - 13th International Conference, ICSI 2022, Xi'an, China, July 15-19, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13345, Springer 2022, ISBN 978-3-031-09725-6
Swarm Robotics and Multi-agent System
- Tingjun Lei, Timothy Sellers, Chaomin Luo, Li Zhang:
A Bio-Inspired Neural Network Approach to Robot Navigation and Mapping with Nature-Inspired Algorithms. 3-16 - Junqi Zhang, Yehao Lu, Mengchu Zhou:
Hybrid Topology-Based Particle Swarm Optimizer for Multi-source Location Problem in Swarm Robots. 17-24 - Changjian Wang, Xiaoming Zhang, Yingbo Lei, Hang Wu, Hang Liu, Lele Xie:
Advances in Cooperative Target Searching by Multi-UAVs. 25-34 - Dengxiu Yu, Zhize Du, Zhen Wang:
Artificial Potential Field Method with Predicted State and Input Threshold for Multi-agent System. 35-44 - Kang Zhao, Benlian Xu, Mingli Lu, Jian Shi, Zhen Li:
An Efficient Scheduling and Navigation Approach for Warehouse Multi-Mobile Robots. 45-55 - Eugene V. Larkin, Tatiana A. Akimenko, Aleksey S. Bogomolov:
Self-organizing Mobile Robots Swarm Movement Control Simulation. 56-65 - Timothy Sellers, Tingjun Lei, Gene Eu Jan, Ying Wang, Chaomin Luo:
Multi-Objective Optimization Robot Navigation Through a Graph-Driven PSO Mechanism. 66-77
Deep Neural Networks
- Fu Peng, Shengcai Liu, Ning Lu, Ke Tang:
Training Quantized Deep Neural Networks via Cooperative Coevolution. 81-93 - Ziqi Zhao, Yuxin Geng, Qingjian Ni:
An Improved Convolutional LSTM Network with Directional Convolution Layer for Prediction of Water Quality with Spatial Information. 94-105 - Wanpeng Zhu, Xiujuan Lei:
COVID-19 Detection Method Based on Attentional Mechanism and LSTM. 106-117 - Ao Zhang, Xuting Duan, Jianshan Zhou, Haiying Xia, Long Zhang, He Liu, Wenjuan E:
Cooperative Positioning Enhancement for HDVs and CAVs Coexisting Environment Using Deep Neural Networks. 118-131 - Yongcai Li, Shengbing Xu, Jiqiang Feng:
Stability Analysis of Stochastic Neutral Hopfield Neural Networks with Multiple Time-Varying Delays. 132-142 - Xi Hu, Yang Huang, Yicheng Zhao, Chen Zhu, Zhibo Su, Rui Wang:
Task Offloading Decision Algorithm for Vehicular Edge Network Based on Multi-dimensional Information Deep Learning. 143-154 - Zheng Zhou, Ju Liu, Yanyang Han:
Adversarial Examples Are Closely Relevant to Neural Network Models - A Preliminary Experiment Explore. 155-166 - Zhengfei Yu, Hao Yang, Lin Wang, Lijian Sun, Yun Zhou:
Towards Robust Graph Convolution Network via Stochastic Activation. 167-174
Machine Learning
- Yuxiang Li, Weidong Zou, Can Wang, Yuanqing Xia:
Extreme Learning Machine Based on Adaptive Matrix Iteration. 177-188 - Can Wang, Yuxiang Li, Weidong Zou, Yuanqing Xia:
An Incremental Extreme Learning Machine Prediction Method Based on Attenuated Regularization Term. 189-200 - Hanli Qiao, Huazhou Chen, Jingyi Lyu, Quanxi Feng:
Kernel Discriminative Classifiers in Risk Prediction of Coronary Heart Disease. 201-208 - Tian Zhang, Lianbo Ma, Qunfeng Liu, Nan Li, Yang Liu:
Genetic Programming for Ensemble Learning in Face Recognition. 209-218 - Hua Chai, Long-Yi Guo, Minfan He, Zhongyue Zhang, Yuedong Yang:
A Multi-constraint Deep Semi-supervised Learning Method for Ovarian Cancer Prognosis Prediction. 219-229 - Hui Lv, Tao Sun, Qiang Zhang:
Modelling and Analysis of Cascade Digital Circuit System Based on DNA Strand Displacement. 230-241 - Faiza Amin, Jinlong Li:
Two-Replacements Policy Island Model on GPU. 242-253 - Zhikun Yang, Shumin Shi, Junyu Tian, En Li, Heyan Huang:
LACNNER: Lexicon-Aware Character Representation for Chinese Nested Named Entity Recognition. 254-264 - Ziyi Tian, Qun Liu, Maotao Liu, Wei Deng:
Simple Flow-Based Contrastive Learning for BERT Sentence Representations. 265-275
Data Mining
- Marina Murtazina, Tatiana V. Avdeenko:
Feature Selection for EEG Data Classification with Weka. 279-288 - Tatiana V. Avdeenko, Anastasiia Timofeeva, Marina Murtazina:
Modified Correlation-Based Feature Selection for Intelligence Estimation Based on Resting State EEG Data. 289-300 - Demison Rolins de Souza Alves, Otávio Noura Teixeira, Cleison Daniel Silva:
Feature Weighting on EEG Signal by Artificial Bee Colony for Classification of Motor Imaginary Tasks. 301-310 - Xianghang Shi, Jing Liu, Jingzhou Xu, Mingli Lu:
A Lung Segmentation Method Based on an Improved Convex Hull Algorithm Combined with Non-uniform Rational B-Sample. 311-319 - Xiao Jiang, Ju Liu, Yanyang Han, Lingchen Gu, Xiaoxi Liu:
Similar Feature Extraction Network for Occluded Person Re-identification. 320-330 - Shuang Yang, Zhipeng Xu, Chen Zou, Gemin Liang:
T-Distribution Based BFO for Life Classification Using DNA Codon Usage Frequencies. 331-342 - Hao Tong, Qingquan Zhang, Chengpeng Hu, Xudong Feng, Feng Wu, Jialin Liu:
Simpler is Sometimes Better: A Dynamic Aero-Engine Calibration Study. 343-352
Other Optimization Applications
- Yifan Jiang, Yuxuan Liu, Jiaze Li:
Research on the Optimal Management Plan of Forests. 355-366 - Wenqi Jiang, Xiaoxue Wang, Jiafeng Ding, Chenkai Fang:
Forest Management Based on Carbon Sequestration. 367-378 - Shoufu Wan, Haiyang Xia, Lijing Tan:
Effects of Reservation Profit Level on the Efficiency of Supply Chain Contracts. 379-388 - Pakin Phromphan, Jirachot Suvisuthikasame, Metas Kaewmongkol, Woravech Chanpichitwanich, Suwin Sleesongsom:
Optimal Synthesis of a Motion Generation Six-Bar Linkage. 389-398 - Suwapat Chanu, Alfan Wattanathorn, Moses Senpong, Suwin Sleesongsom:
Reliability-Based Design Optimization of a Goland Wing with a Two-Step Approach. 399-410
ICSI-OC'2022: Competition on Single Objective Bounded Optimization Problems
- Yifan Liu, Yifeng Li, Ying Tan:
Enhancing Fireworks Algorithm in Local Adaptation and Global Collaboration for Solving ICSI 2022 Benchmark Problems. 413-422 - Vladimir Stanovov, Shakhnaz Akhmedova:
Differential Evolution with Biased Parameter Adaptation for ICSI-OC 2022 Competition. 423-431 - Jakub Kudela, Tomas Nevoral, Tomas Holoubek:
Composite Evolutionary Strategy and Differential Evolution Method for the ICSI'2022 Competition. 432-439 - Jakub Kudela, Tomas Holoubek, Tomas Nevoral:
Surrogate-Assisted Differential Evolution-Based Method for the ICSI'2022 Competition. 440-449
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