dblp: ISICA 2021 (original) (raw)

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12th ISICA 2021: Guangzhou, China

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  • New Frontier of Multi-objective Evolutionary Algorithms
  • Intelligent Multi-media
  • Data Modeling and Application of Artificial Intelligence
  • Exploration of Novel Intelligent Optimization Algorithm
  • Intelligent Application of Industrial Production

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• > Home > Conferences and Workshops > ISICA

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    Kangshun Li, Yong Liu, Wenxiang Wang:
    Exploration of Novel Intelligent Optimization Algorithms - 12th International Symposium, ISICA 2021, Guangzhou, China, November 20-21, 2021, Revised Selected Papers. Communications in Computer and Information Science 1590, Springer 2022, ISBN 978-981-19-4108-5

New Frontier of Multi-objective Evolutionary Algorithms

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    Yi Wang, Jun Nie:
    Improved Particle Swarm Algorithm and Its Application in Sensor Network Optimization. 3-9
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    Hassan Jalil, Kangshun Li:
    Image Segmentation by Improved Conical Area Evolutionary Algorithm. 10-22
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    Lei Yang, Binjie Zhu, Xiong-Wen Luo, Shumin Liang:
    An Efficient Multi-objective Algorithm with High Abundant Elite Information and Evolutionary Phase Self-adjusting for Many Objective Optimization. 23-30
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    Weiqin Ying, Kaihao Yang, Yu Wu, Junhui Li, Zhekun Zhou, Banban Huang:
    Multi-objective Evolutionary Architecture Search of U-Net with Diamond Atrous Convolution. 31-40
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    Yu Wu, Jianle Wei, Weiqin Ying, Zhen Cui, Xuanda Pan, Zhenyu Wang:
    A Multi-objective Evolutionary Algorithm Based on Piecewise Parallel Decomposition for Portfolio Optimization. 41-51
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    Tian Fan, Zhixia Zhang, Yang Lan, Zhihua Cui:
    A Many-Objective Anomaly Detection Model for Vehicle Network Based on Federated Learning and Differential Privacy Protection. 52-61
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    Lei Yang, Shumin Liang, Binjie Zhu:
    An Adaptive Reference Vector Strategy with Shape Estimation for Many-Objective Optimization Problem. 62-70
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    Hui Wang, Tie Cai, Yinfeng Wang, Geng Yang, Junwei Liang:
    Manifold Learning Algorithm Based on Constrained Particle Swarm Multi-objective Optimization. 71-80

Intelligent Multi-media

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    Xinghao Wang, Kangshun Li, Lefeng He, Wangchao Mo, Hongling Zhang, Qiling He, Aoxiang Qi:
    The Use of Trusted Log Storage and Verification System Based on Blockchain for Manufacturing Execution System. 83-94
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    Fuyu Zhu, Yi Wang, Hao Tang:
    The Combination of GRU and Dense Block for Image Denoising Network. 95-102
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    Wen Meng, Chao Yu:
    Construction Methods of Dujiangyan Tourism Culture Image Based on Text Information Mining Technology. 103-111
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    Xingzhen Tao, Haiping Li, Lei Deng:
    Research on Self-driving Lane and Traffic Marker Recognition Based on Deep Learning. 112-123
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    Wentao Liu, Youcong Ni, Xin Du, Wangbiao Li, Li Chen, Zhigao Zeng, Ruliang Xiao:
    Measurement System for Energy Consumption of Runtime Software in Embedded System. 124-138
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    Hassan Jalil, Kangshun Li:
    Experiment Analysis on Fast Features Bag Approach for Pedestrian Re-recognition. 139-154
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    Bin Xie, Zihao Ding, Changqing Liao, Xian Li:
    Contrast Retention De-coloring Based on Cosine Similarity. 155-164
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    Lili Wang, Linxin Cai, Haoliang Wang, Huabei Nie:
    Design and Implementation of Intelligent Garbage Sorting System Based on TensorFlow. 165-172

Data Modeling and Application of Artificial Intelligence

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    Gui Yuan, Gang Liu, Xinyun Wu, Rifeng Jiang:
    An Improved YOLOv5 for Skull Fracture Detection. 175-188
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    Gang Liu, Jing Ming, Xinyun Wu, Rifeng Jiang:
    CCNet: Unpaired Keypoints for Skull Fracture Detection. 189-201
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    Rongrong Li:
    Simulate and Predict Short-Term Wind Speed with LSTM and ARIMA Model. 202-213
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    Yuming Sun, Xinxin Huang:
    Research on Fast Three-Dimensional Map Construction Technology Based on Object Model. 214-220
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    Jiancong Wang, Kangshun Li:
    Deep Learning Based Method for Identifying Passion Fruit Pests. 221-229
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    Jiahao Li, Weizhen Zhong, Dalin Zhu, Caida Zhu, Cheng Zhou, Jiebin Zhong, Jianwei Zhu, Dazhi Jiang:
    Natural Gas Consumption Forecasting Based on KNN-REFCV-MA-DNN Model. 230-241
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    Weilin Chen, Kangshun Li:
    Self-supervised Learning for Medical Image Classification Using Imbalanced Training Data. 242-252
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    Can Chen, Kangshun Li:
    Study of Weakly Supervised Learning: 3D DenseNet and 3D APN for Rectal Cancer T-staging. 253-258
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    Weichi Zhou, Kangshun Li:
    Investigation of Automatic T-staging of Rectal Cancer Patients Based on 3D Convolutional Neural Networks. 259-265
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    Shicheng Guo, Xueyu Wei, Yun Xu, Wei Xue, Xuangou Wu, Bo Wei:
    A Survey of Linear Value Function Approximation in Reinforcement Learning. 266-280

Exploration of Novel Intelligent Optimization Algorithm

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    Weiwei Yu, Li Zhang, Chengwang Xie:
    A New High-Dimensional Particle Swarm Evolution Algorithm Based on New Fitness Allocation and Multi-criteria Strategy. 283-301
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    Kangshun Li, Yishu Lei, Haixin Zhang, Mingkun Zheng, Wei Tang, Hang Wei, Guanru Qian:
    Chinese Text Clustering Algorithm Based on Multi-agent Optimization System. 302-312
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    Jianan Lu, Wei Li, Yue Zhao:
    Reconstruction-Based One-Class Classification Anomaly Detection for Tabular Data. 313-326
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    Song He, Wei Li:
    An Adaptive Search Algorithm with Scatter and Tabu Strategy for Multidimensional Knapsack Problem. 327-344
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    Bin Xie, Changqing Liao, Xian Li, Zihao Ding:
    Color Transfer Based on Frequency Tuning. 345-352
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    Bin Xie, Xian Li, Changqing Liao, Zihao Ding:
    Optimal L2 Color Transfer Based on Adaptive Morphological Reconstrution. 353-359
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    Qing Zhang, Hanhua Zou, Zhigao Zeng, Sanyou Zeng:
    An Uncertainty Estimation Method of Support Vector Machine Surrogate Model Assisting for Expensive Optimization. 360-368
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    Minyang Wan, Lei Yang, Chengxiang Deng, Shuyi Qiao, Juncheng Lin:
    A Classifier Based on Gene Expression Programming. 369-376
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    Yueguang Li, Menghui Yuan:
    Research on Improved Artificial Fish Swarm Algorithm of VR Panoramic Technology to Build Virtual Learning Space. 377-384
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    Houbiao Wei, Qiguang Zhang, Miao Li, Yueguang Li:
    The Effect Evaluation of Music Schedule Problem Based on the Improved Linear Programming Method. 385-389

Intelligent Application of Industrial Production

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    Wenxiang Wang, Kangshun Li, Hui Wang:
    QoE-Based Dynamic Resource Allocation Algorithm of 5G Network Slicing. 393-403
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    Yi Wang, Zhihui Li, Jun Nie:
    Research on Power Grid Synchronization Under Three Access Modes of Distributed Generation. 404-410
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    Kangshun Li, Wenxiang Wang, Hui Wang:
    Differential Evolution Algorithm for Medical Image Registration. 411-421
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    Kangshun Li, Shumin Xie, Wenxiang Wang:
    Improved Genetic Algorithm Based Beam Selection Scheme for Millimeter Wave Massive MIMO System. 422-431
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    Kangshun Li, Xuling Huang, Wenxiang Wang:
    Autonomous Platen Detection on ROS by YOLOv5. 432-441
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    Zhibin Weng, Yingyu Chen, Yunshan Wei, Shiyi Qi, Huafeng Li:
    An Accurate Collection Algorithm of Water Drinking Data in Complex Process with Multiple Actions. 442-454
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    Ping Wang:
    Research on Application of Computer-Aided Intelligent Manufacturing Technology in Garment Industry Production. 455-461
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    Yuanbing Wang:
    Research on the Construction Path Innovation of Computer-Aided College Students' Psychological Early Warning System Under the Background of Big Data Era. 462-467
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    Ding Li, Hongyuan Wang, Yueyue Zheng, Kangshun Li:
    Prospects for the Impact of Blockchain on the Innovation and Development of the Tourism Industry. 468-478
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    Hui Wang, Tie Cai, Yinfeng Wang, Geng Yang, Junwei Liang:
    Web Data Mining Algorithm in Cloud Service Architecture Based on New Popular Learning Algorithm and Adaptive Adjustment Mechanism. 479-484
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    Jianqiao Shen, Tianwei Zhu:
    Algorithm of Collaborative Filtering Recommendation and Its Application in Electronic Shopping Mall. 485-495
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    Xinjian Chen, Yueguang Li:
    The Nonlinear Simulation Research of Ferroelectric Materials Theoretical Model. 496-507

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