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ORCIDNCAA 2021: Guangzhou, China
- Haijun Zhang
, Zhi Yang, Zhao Zhang, Zhou Wu, Tianyong Hao:
Neural Computing for Advanced Applications - Second International Conference, NCAA 2021, Guangzhou, China, August 27-30, 2021, Proceedings. Communications in Computer and Information Science 1449, Springer 2021, ISBN 978-981-16-5187-8
Neural Network Theory, Cognitive Sciences, Neuro-System Hardware Implementations, and NN-Based Engineering Applications
- Bingchun Mu, Xi Zhang, Xuefei Mao, Zhen Li:
An Optimization Method to Boost the Resilience of Power Networks with High Penetration of Renewable Energies. 3-16 - Yuchen Luo, Zhenjie Huang, Kai Zheng, Tianyong Hao:
Systematic Analysis of Joint Entity and Relation Extraction Models in Identifying Overlapping Relations. 17-31 - Tongcai Liu, Qing Liu, Zhiwei Wan:
Abnormality Detection and Identification Algorithm for High-Speed Freight Train Body. 32-43 - Kaige Zhang, Yaqing Hou, Hua Yu, Wenxuan Zhu, Liang Feng, Qiang Zhang:
Pheromone Based Independent Reinforcement Learning for Multiagent Navigation. 44-58 - Zhenyao Hua, Dongyang Li, Weian Guo:
A Deep Q-Learning Network Based Reinforcement Strategy for Smart City Taxi Cruising. 59-70 - Xiang Li, Jing Zhu:
Weighted Average Consensus in Directed Networks of Multi-agents with Time-Varying Delay. 71-82 - Yuyang Sun, Ji Xu, Ruiqi Jiang, Zhou Wu:
An Improved Echo State Network Model for Spatial-Temporal Energy Consumption Prediction in Public Buildings. 83-95 - Kai Zhang, Xueyong Xu, Chenchen Fu, Xiumin Wang, Weiwei Wu:
Modeling Data Center Networks with Message Passing Neural Network and Multi-task Learning. 96-112
Machine Learning, Data Mining, Data Security and Privacy Protection, and Data-Driven Applications
- Xiumin Li, Jie Yu, Wenqiang Xu:
A Computational Model Based on Neural Network of Visual Cortex with Conceptors for Image Classification. 115-127 - Peng Chen, Liang Liu, Zhengrui Ma, Zhao Kang:
Smoothed Multi-view Subspace Clustering. 128-140 - Xiaohan Zheng, Li Zhang, Leilei Yan:
Sample Reduction Using ℓ 1-Norm Twin Bounded Support Vector Machine. 141-153 - Xingtang Wu, Mingkun Yang, Hongwei Wang, Hairong Dong, Jinhu Lü, Haifeng Song:
Spreading Dynamics Analysis for Railway Networks. 154-165 - Qiong Yu, Wenjian Xu, Yingji Wu, Haijun Zhang:
Learning to Collocate Fashion Items from Heterogeneous Network Using Structural and Textual Features. 166-180 - Thamsanqa Tsoka, Xianming Ye, YangQuan Chen, Dunwei Gong, Xiaohua Xia:
Building Energy Performance Certificate Labelling Classification Based on Explainable Artificial Intelligence. 181-196 - Xiangrui Liu, Junchi Bin, Huakang Li:
Cross Languages One-Versus-All Speech Emotion Classifier. 197-210 - Hiu Fai Lee, Ming Jiang:
A Hybrid Machine Learning Approach for Customer Loyalty Prediction. 211-226 - Xiaoyan Sun, Xinhao Wang:
LDA-Enhanced Federated Learning for Image Classification with Missing Modality. 227-241 - Shaojun Zhu, Fei Han:
A Data Enhancement Method for Gene Expression Profile Based on Improved WGAN-GP. 242-254 - Xin Zhang, Yueyuan Kang:
Examining and Predicting Teacher Professional Development by Machine Learning Methods. 255-269
Neural Computing-Based Fault Diagnosis, Fault Forecasting, Prognostic Management, and System Modeling
- Junzhong Bao, Zhijie Bian, Zixuan Yu, Thammawan Phanphichit, Guoyou Wang, Yuanzi Zhou:
A Hybrid Approach to Risk Analysis for Critical Failures of Machinery Spaces on Unmanned Ships by Fuzzy AHP. 273-287 - Huiming Jiang, Jinhai Luo, Yunfei Shao, Qianxi Ma, Honghai Pan:
A New Health Indicator Construction Approach and Its Application in Remaining Useful Life Prediction of Bearings. 288-302 - Zhongyi Zha, Bo Wang, Huijin Fan, Lei Liu:
An Improved Reinforcement Learning for Security-Constrained Economic Dispatch of Battery Energy Storage in Microgrids. 303-318 - Baoming Zhang, Yongfang Mao, Xin Chen, Yi Chai, Zhenli Yang:
Self-supervised Learning Advance Fault Diagnosis of Rotating Machinery. 319-332 - Xin Chen, Yongfang Mao, Baoming Zhang, Yi Chai, Zhenli Yang:
A Method for Imbalanced Fault Diagnosis Based on Self-attention Generative Adversarial Network. 333-346 - Yadong Wei, Xiaoman Cai, Jianyu Long, Zhe Yang, Chuan Li:
Self-supervised Contrastive Representation Learning for Machinery Fault Diagnosis. 347-359 - Jing Yuan, Shuwei Cao, Gangxing Ren, Huiming Jiang, Qian Zhao:
SGWnet: An Interpretable Convolutional Neural Network for Mechanical Fault Intelligent Diagnosis. 360-374 - Yanchao Zhang, Xiangdong Li, Jingbo Qiu, Xiangping Zhai, Mingqiang Wei:
GFU-Net: A Deep Learning Approach for Automatic Metal Crack Detection. 375-388
Computational Intelligence, Nature-Inspired Optimizers, and Their Engineering Applications
- Wei Fu, Xunhang Cui:
An Improved Cluster Load Balancing Scheduling Algorithm. 391-402 - Wei Li, Haonan Luo, Junqing Yuan, Zhou Lei, Lei Wang:
An Improved Cloud Particles Optimizer for Function Optimization. 403-416 - Hao Wang, Yanyan Shen, Shan Wu, Shuqiang Wang:
Resource Allocation and Trajectory Optimization for UAV Assisted Mobile Edge Computing Systems with Energy Harvesting. 417-431 - Xianghua Chu, Jiayun Wang, Shuxiang Li, Linya Huang, Qiu He, Guodan Bao, Wei Zhao:
Meta-feature Extraction for Multi-objective Optimization Problems. 432-445 - Xuecong Zhang, Haolang Shen, Zujian Wu:
Feed Formula Optimization Based on Improved Tabu Search Algorithm. 446-457 - Kun Bian, Yifei Sun, Shi Cheng, Zhuo Liu, Xin Sun:
Adaptive Methods of Differential Evolution Multi-objective Optimization Algorithm Based on Decomposition. 458-472 - Tao Zeng, Tingyu Ye, Luqi Zhang, Minyang Xu, Hui Wang, Min Hu:
Population Diversity Guided Dimension Perturbation for Artificial Bee Colony Algorithm. 473-485 - Tingyu Ye, Tao Zeng, Luqi Zhang, Minyang Xu, Hui Wang, Min Hu:
Artificial Bee Colony Algorithm with an Adaptive Search Manner. 486-497
Fuzzy Logic, Neuro-Fuzzy Systems, Decision Making, and Their Applications in Management Sciences
- Yifei Liu, Jiayi Guo, Shufan Li, Lidong Wang:
Active Learning Method Based on Axiomatic Fuzzy Sets and Cost-Sensitive Classification. 501-515 - Xueqin Liu, Junzhong Bao, Yanli Meng, Lidong Wang:
An Extended TODIM Method Based on Interval-Valued Pythagorean Hesitant Fuzzy Sets and Its Utilization in Green Shipping. 516-529
Control Systems, Network Synchronization, System Integration, and Industrial Artificial Intelligence
- Juntao Wei, Bing Zhu:
Linear Time-Varying Model Predictive Control for Trajectory-Tracking of a Wheeled Mobile Robot. 533-544 - Pengchun Wu, Bin Song, Xinhai Chen, Bingyi Liu:
A Traffic Light Control System Based on Reinforcement Learning and Adaptive Timing. 545-559
Computer Vision, Image Processing, and Their Industrial Applications
- Lang Ren, Haibin Zhou, Jiaqi Chen, Lujiao Shao, Yingji Wu, Haijun Zhang:
A Transformer-Based Decoupled Attention Network for Text Recognition in Shopping Receipt Images. 563-577 - Xianrui Li, Yu Rong, Mingbo Zhao, Jicong Fan:
Interactive Clothes Image Retrieval via Multi-modal Feature Fusion of Image Representation and Natural Language Feedback. 578-589 - Wangpeng He, Nannan Liao, Wei Liu, Jianglei Gong, Cheng Li, Baolong Guo:
An Ultra-High Speed Gesture Recognition Algorithm Based on MobileNetV2. 590-602 - Musen Chen, Hubert S. Tsang, Kang T. Tsang, Tianyong Hao:
An Hybrid Model CMR-Color of Automatic Color Matching Prediction for Textiles Dyeing and Printing. 603-618 - Yong Li, Yuzhe Liu:
Obstacle Avoidance Algorithm for Mobile Robot Based on ROS and Machine Vision. 619-632 - Donghao Lv, Weihua Cao, Wenkai Hu, Min Wu:
A New Total Variation Denoising Algorithm for Piecewise Constant Signals Based on Non-convex Penalty. 633-644 - Jianglei Gong, Nannan Liao, Cheng Li, Xiaojun Ma, Wangpeng He, Baolong Guo:
Superpixel Segmentation via Contour Optimized Non-Iterative Clustering. 645-658 - Jingjing Cao, Zhengfei Liao, Qiangwei Zhao:
Semantic Segmentation via Efficient Attention Augmented Convolutional Networks. 659-670 - Zhuo Chen, Shuqiang Wang, Yong Hu, Huiyu Zhou, Yanyan Shen, Xiang Li:
Cervical Spondylotic Myelopathy Segmentation Using Shape-Aware U-net. 671-681
Cloud/Edge/Fog Computing, The Internet of Things/Vehicles (IoT/IoV), and Their System Optimization
- Jialai Liu, Kai Liu, Feiyu Jin, Dong Wang, Guozhi Yan, Ke Xiao:
An Efficient CSI-Based Pedestrian Monitoring Approach via Single Pair of WiFi Transceivers. 685-700 - Hongchang Deng, Jing Zhu:
Optimal Path Planning for Unmanned Vehicles Using Improved Ant Colony Optimization Algorithm. 701-714
Spreading Dynamics, Forecasting, and Other Intelligent Techniques Against Coronavirus Disease (COVID-19)
- Choujun Zhan, Wei Jiang, Qiaoling Zhen, Haoran Hu, Wei Yuan:
Daily PM2.5 Forecasting Using Graph Convolutional Networks Based on Human Migration. 717-727 - Tao Liu, Yuanzi Zhou, Junzhong Bao, Xizhao Wang, Pengfei Zhang:
A Novel Approach to Ship Operational Risk Analysis Based on D-S Evidence Theory. 728-741 - Zhaohui Dan, Bo Wang, Huijin Fan, Lei Liu:
Short-Term Building Load Forecast Based on Patch Learning with Long Short-Term Memory Network and Support Vector Regression. 742-756 - Wei Jiang, Yuxia Fu, Fabing Lin, Jing Liu, Choujun Zhan:
Empirical Mode Decomposition Based Deep Neural Networks for AQI Forecasting. 757-769
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