Neural Computing for Advanced Applications: First International Conference, NCAA 2020, Shenzhen, China, July 3–5, 2020, Proceedings

Front Matter ....Pages i-xiv
 Adaptive Multiple-View Label Propagation for Semi-supervised Classification  (Lei Jia, Huan Zhang, Zhao Zhang)....Pages 1-11
 Container Damage Identification Based on Fmask-RCNN  (Xueqi Li, Qing Liu, Jinbo Wang, Jiwei Wu)....Pages 12-22
 Multiagent Reinforcement Learning for Combinatorial Optimization  (Yifan Gu, Qi Sun, Xinye Cai)....Pages 23-34
 Extended Kalman Filter-Based Adaptively Sliding Mode Control with Dead-Zone Compensator for an Anchor-Hole Driller  (Zhen Zhang, Yi-Nan Guo, Xi-Wang Lu, Dun-Wei Gong, Yang Zhang)....Pages 35-46
 Exploring Multi-scale Deep Encoder-Decoder and PatchGAN for Perceptual Ultrasound Image Super-Resolution  (Jianyong Liu, Heng Liu, Xiaoyu Zheng, Jungong Han)....Pages 47-59
 Reliable Neighbors-Based Collaborative Filtering for Recommendation Systems  (Li Zhang, Xiaohan Sun, Jiangfei Cheng, Zepeng Li)....Pages 60-71
 Downhole Condition Identification for Geological Drilling Processes Based on Qualitative Trend Analysis and Expert Rules  (Yupeng Li, Weihua Cao, Wenkai Hu, Min Wu)....Pages 72-82
 Adaptive Neural Network Control for Double-Pendulum Tower Crane Systems  (Menghua Zhang, Xingjian Jing)....Pages 83-96
 Generalized Locally-Linear Embedding: A Neural Network Implementation  (Xiao Lu, Zhao Kang, Jiachun Tang, Shuang Xie, Yuanzhang Su)....Pages 97-106
 Semi-supervised Feature Selection Using Sparse Laplacian Support Vector Machine  (Li Zhang, Xiaohan Zheng, Zhiqiang Xu)....Pages 107-118
 Tailored Pruning via Rollback Learning  (Xin Xia, Wenrui Ding, Li’an Zhuo, Baochang Zhang)....Pages 119-131
 Coordinative Hyper-heuristic Resource Scheduling in Mobile Cellular Networks  (Bei Dong, Yuping Su, Yun Zhou, Xiaojun Wu)....Pages 132-143
 Latent Sparse Discriminative Learning for Face Image Set Classification  (Yuan Sun, Zhenwen Ren, Chao Yang, Haoyun Lei)....Pages 144-156
 Sparse Multi-task Least-Squares Support Vector Machine  (Xiaoou Zhang, Zexuan Zhu)....Pages 157-167
 Discriminative Subspace Learning for Cross-view Classification with Simultaneous Local and Global Alignment  (Ao Li, Yu Ding, Deyun Chen, Guanglu Sun, Hailong Jiang)....Pages 168-179
 A Recognition Method of Hand Gesture Based on Dual-SDAE  (Miao Ma, Qingqing Zhu, Xiaoxiao Huang, Jie Wu)....Pages 180-192
 Image Generation from Layout via Pair-Wise RaGAN  (Ting Xu, Kai Liu, Yi Ji, Chunping Liu)....Pages 193-206
 Learning Unsupervised Video Summarization with Semantic-Consistent Network  (Ye Zhao, Xiaobin Hu, Xueliang Liu, Chunxiao Fan)....Pages 207-219
 Sustainable Competitiveness Evaluation for Container Liners Using a Novel Hybrid Method with Intuitionistic Fuzzy Linguistic Variables  (Junzhong Bao, Yuanzi Zhou, Peixin Shi, Xizhao Wang)....Pages 220-233
 2-Dimensional Interval Neutrosophic Linguistic Numbers and Their Utilization in Group Decision Making  (Jiani Wu, Lidong Wang, Lanlan Li)....Pages 234-246
 Cross-Modal N-Pair Network for Generalized Zero-Shot Learning  (Biying Cui, Zhong Ji, Hai Wang)....Pages 247-258
 A Bi-directional Relation Aware Network for Link Prediction in Knowledge Graph  (Kairong Hu, Hai Liu, Choujun Zhan, Yong Tang, Tianyong Hao)....Pages 259-271
 Deep K-Means: A Simple and Effective Method for Data Clustering  (Shudong Huang, Zhao Kang, Zenglin Xu)....Pages 272-283
 Brain Storm Optimization Algorithms: A Brief Review  (Sicheng Hou, Mingming Zhang, Shi Cheng, Zhile Yang)....Pages 284-295
 A Binary Superior Tracking Artificial Bee Colony for Feature Selection  (Xianghua Chu, Shuxiang Li, Wenjia Mao, Wei Zhao, Linya Huang)....Pages 296-305
 A Hybrid Neural Network RBERT-C Based on Pre-trained RoBERTa and CNN for User Intent Classification  (Yuanxia Liu, Hai Liu, Leung-Pun Wong, Lap-Kei Lee, Haijun Zhang, Tianyong Hao)....Pages 306-319
 Image Registration Algorithm Based on Manifold Regularization with Thin-Plate Spline Model  (Anna Dai, Huabing Zhou, Yulu Tian, Yanduo Zhang, Tao Lu)....Pages 320-331
 Optimal Control of Nonlinear Time-Delay Systems with Input Constraints Using Reinforcement Learning  (Jing Zhu, Peng Zhang, Yijing Hou)....Pages 332-344
 Disaggregated Power System Signal Recognition Using Capsule Network  (Liston Matindife, Yanxia Sun, Zenghui Wang)....Pages 345-356
 Design of Echo State Network with Coordinate Descent Method and \(l_1\) Regularization  (Cuili Yang, Zhanhong Wu, Junfei Qiao)....Pages 357-367
 An Advanced Actor-Critic Algorithm for Training Video Game AI  (ZhongYi Zha, XueSong Tang, Bo Wang)....Pages 368-380
 Neural Network-Based Adaptive Control for EMS Type Maglev Vehicle Systems with Time-Varying Mass  (Yougang Sun, Junqi Xu, Wenyue Zhang, Guobin Lin, Ning Sun)....Pages 381-394
 A Novel Collision-Avoidance TDMA MAC Protocol for Fog-Assisted VCNs  (Bingyi Liu, Jing Qin, Dongxiao Deng, Ze Wang, Shengwu Xiong, Luyao Ye)....Pages 395-407
 Design Optimization of Plate-Fin Heat Exchanger Using Sine Cosine Algorithm  (Tianyu Hu, Lidong Zhang, Zhile Yang, Yuanjun Guo, Haiping Ma)....Pages 408-419
 Mr-ResNeXt: A Multi-resolution Network Architecture for Detection of Obstructive Sleep Apnea  (Qiren Chen, Huijun Yue, Xiongwen Pang, Wenbin Lei, Gansen Zhao, Enhong Liao et al.)....Pages 420-432
 Scalable Multi-agent Reinforcement Learning Architecture for Semi-MDP Real-Time Strategy Games  (Zhentao Wang, Weiwei Wu, Ziyao Huang)....Pages 433-446
 Stacked Deep Learning Structure with Bidirectional Long-Short Term Memory for Stock Market Prediction  (Ying Xu, Lymeng Chhim, Bingxin Zheng, Yusuke Nojima)....Pages 447-460
 Multi-period Distributed Delay-Sensitive Tasks Offloading in a Two-Layer Vehicular Fog Computing Architecture  (Yi Zhou, Kai Liu, Xincao Xu, Chunhui Liu, Liang Feng, Chao Chen)....Pages 461-474
 Template-Enhanced Aspect Term Extraction with Bi-Contextual Convolutional Neural Networks  (Chenhui Liu, Zhiyue Liu, Jiahai Wang, Yalan Zhou)....Pages 475-487
 Privacy Sensitive Large-Margin Model for Face De-Identification  (Zhiqiang Guo, Huigui Liu, Zhenzhong Kuang, Yuta Nakashima, Noboru Babaguchi)....Pages 488-501
 Balancing of Bike-Sharing System via Constrained Model Predictive Control  (Yuguang Chen, Yan Zeng, Junjun Wu, Qian Li, Zhou Wu)....Pages 502-512
 A Tree-Structure Convolutional Neural Network for Temporal Features Exaction on Sensor-Based Multi-resident Activity Recognition  (Jingjing Cao, Fukang Guo, Xin Lai, Qiang Zhou, Jinshan Dai)....Pages 513-525
Back Matter ....Pages 527-528