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17th ICIC 2021: Shenzhen, China - Part II
- De-Shuang Huang, Kang-Hyun Jo, Jianqiang Li, Valeriya V. Gribova, Abir Hussain:
Intelligent Computing Theories and Application - 17th International Conference, ICIC 2021, Shenzhen, China, August 12-15, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12837, Springer 2021, ISBN 978-3-030-84528-5
Intelligent Computing in Computer Vision
- Yina Zhou, Caiwang Zhang, Xiaoyong Ji:
BIDGAN: Blind Image Deblurring with Improved CycleGAN and Frequency Filtering. 3-17 - Yi-yi Wang, Fanliang Bu:
Emotional Interaction Computing of Actors in the Mass Incidents. 18-30 - Yan Wu
, Feilin Liu, Wei Jiang, Xinneng Yang:
Multi Spatial Convolution Block for Lane Lines Semantic Segmentation. 31-41 - Weidong Tian, Xiao-Yu Cheng, Bin He, Zhong-Qiu Zhao:
VISFF: An Approach for Video Summarization Based on Feature Fusion. 42-53 - Felipe Moreno Vera
Understanding Safety Based on Urban Perception. 54-64 - Javier E. Sánchez-Galán
Recognition of Multiple Panamanian Watermelon Varieties Based on Feature Extraction Analysis. 65-75 - Tao Hong, Yajun Zou, Jinwen Ma:
STDA-inf: Style Transfer for Data Augmentation Through In-data Training and Fusion Inference. 76-90 - Zihao Ye, Qize Wu, Xinxin Zhao, Jiajun Zhang, Wei Yu, Chao Fan
Abnormal Driving Detection Based on Human Pose Estimation and Facial Key Points Detection. 91-102 - Yingjie Bai, Xiaoming Liu, Bo Li, Kejie Zhou:
Uncertainty-Guided Pixel-Level Contrastive Learning for Biomarker Segmentation in OCT Images. 103-111 - Yajing Wang, Liang Song:
Virtual Piano System Based on Monocular Camera. 112-121 - Peipei Wu, Menglin Fang, Zuohua Ding:
Wall-Following Navigation for Mobile Robot Based on Random Forest and Genetic Algorithm. 122-131 - Shenglan Wu, Wenjing Hu, Fang Zhang:
A Study of Algorithms for Controlling the Precision of Bandwidth in EMI Pre-testing. 132-141
Intelligent Control and Automation
- Zinan Su, Aihua Zhang, Shaoshao Wang:
Flight Control for 6-DOF Quadrotor via Sliding Mode Integral Filter. 145-160 - Van-Tien Le, Huu-Cong Vu
An Enhanced Finite-Control-Set Model Predictive Control Strategy for PWM Rectifiers with Filter Inductance Mismatch. 161-171 - Cheng Xuwei, Zhang Zaitian, Haoyu Ren, Fengqi Qiu, Chen Jianzhou:
Deep Integration Navigation Technique Based on Strong Tracking UKF Algorithm. 172-182 - Cheng Xuwei, Li Yuan, Zhou Min, Yan Zitong, Can Xie:
The Application of Theoretical Variance#1 Method and Lifting Wavelet for Optic Gyroscopes. 183-193 - Anh Tuan Vo
Proposing a Novel Fixed-Time Non-singular Terminal Sliding Mode Surface for Motion Tracking Control of Robot Manipulators. 194-206 - Thanh Nguyen Truong
A Neural Terminal Sliding Mode Control for Tracking Control of Robotic Manipulators in Uncertain Dynamical Environments. 207-221 - Duy-Long Nguyen
Fuzzy PID Controller for Accurate Power Sharing and Voltage Restoration in DC Microgrids. 222-232 - Quang Dan Le, Hee-Jun Kang:
Sensor-Less Contact Force Estimation in Physical Human-Robot Interaction. 233-244 - Van-Cuong Nguyen
Model-Free Continuous Fuzzy Terminal Sliding Mode Control for Second-Order Nonlinear Systems. 245-258 - Yichuan Zhang
Deep Q-learning with Explainable and Transferable Domain Rules. 259-273 - Huy Q. Tran
Influence of Interference and Noise on Indoor Localization Systems. 274-283 - Sijia Wang, Yizhang Jiang:
Exploration of Smart Medical Technology Based on Intelligent Computing Methods. 284-293 - Yiming Guo, Xi Chen, Shuang Tian, Le Yang, Xiao Liang, Jie Lian, Dianwei Jin, Aleksei Balabontsev, Zhihong Zhang:
Blockchain Based Trusted Identity Authentication in Ubiquitous Power Internet of Things. 294-302
Intelligent Modeling Technologies for Smart Cities
- Zhichao Dai, Zhaoliang Zheng:
A YOLOv3-Based Learning Strategy for Vehicle-Thrown-Waste Identification. 305-315 - Chao Fan
Research on Chinese Word Segmentation Based on Conditional Random Fields. 316-326
Knowledge Discovery and Data Mining
- Xiaoqing Zhu, Fangfang Liu, Zhihua Niu:
Financial Distress Detection and Interpretation with Semi-supervised System. 329-339 - Xing Wang, Ling Wang
Solving Online Food Delivery Problem via an Effective Hybrid Algorithm with Intelligent Batching Strategy. 340-354 - Hanchen Wang
Graph Semantics Based Neighboring Attentional Entity Alignment for Knowledge Graphs. 355-367 - Qian Liu, Xiyu Liu:
An Improved CF Tree Clustering Based on Tissue-Like P System. 368-381 - Yuhang Qiu
Classification Method of Power Consumption Periods Based on Typical Daily Load Curve. 382-394 - Feng Xiao
A Data Processing Method for Load Data of Electric Boiler with Heat Reservoir. 395-405 - Yuhang Qiu
Aggregate Model for Power Load Forecasting Based on Conditional Autoencoder. 406-416 - Miao Yu, Zhanquan Wang, Yajie Pang, Yesheng Xu:
Geographical Entity Community Discovery Based on Semantic Similarity. 417-429 - Yijia Liu, Shasha Li, Jie Yu, Yusong Tan, Jun Ma, Qingbo Wu:
Many-To-Many Chinese ICD-9 Terminology Standardization Based on Neural Networks. 430-441 - Chao Fan
Chinese Word Sense Disambiguation Based on Classification. 442-453 - Chao Fan
Research on the Authorship of Dream of the Red Chamber Based on Link Prediction. 454-464 - Yongtao Tang, Jie Yu, Shasha Li, Bin Ji, Yusong Tan, Qingbo Wu:
Span Representation Generation Method in Entity-Relation Joint Extraction. 465-476
Machine Learning
- Danni Liu
Prediction of Railway Freight Customer Churn Based on Deep Forest. 479-489 - Qinhua Huang, Weimin Ouyang:
Multi-view of Data for Auto Judge Model in Online Dispute Resolution. 490-498 - Tian Cai, Liang Song, Guilin Li, Minghong Liao:
Multi-task Learning with Riemannian Optimization. 499-509 - Shuaiyang Cheng, Liang Song, Jingjing Tang, Shihui Guo:
Audio-Visual Salient Object Detection. 510-521 - Cong Wei, Zhiyong Lu, Zhiyong Lin, Chong Zhong:
Research on Deep Neural Network Model Compression Based on Quantification Pruning and Huffmann Encoding. 522-531 - Zhen-Xin Niu, Liang-Rui Ren, Rong Zhu, Xiang-Zhen Kong, Ying-Lian Gao, Jin-Xing Liu:
Extreme Learning Machine Based on Double Kernel Risk-Sensitive Loss for Cancer Samples Classification. 532-539 - Yang Yu, Qingte Zhou, Shenglin Yi, Huan-yu Zheng, Shengyao Wang, Jinghua Hao, Renqing He, Zhizhao Sun:
Delay to Group in Food Delivery System: A Prediction Approach. 540-551 - Xiangyang Guo, Xiaoyan Li, Jinwen Ma:
Variational EM Algorithm for Student-${\varvec{t}} $ Mixtures of Gaussian Processes. 552-563 - Firuz Kamalov
Ensemble Learning with Resampling for Imbalanced Data. 564-578 - Tingting Niu, Xiaolong Zhang, Chunhua Deng, Ruoqin Chen:
Dual-Channel Recalibration and Feature Fusion Method for Liver Image Classification. 579-591 - Junwei Liu, Aihua Zhang, Yang Zhang:
Research on Path Planning Algorithm for Mobile Robot Based on Improved Reinforcement Learning. 592-604 - Xue Han, Qing Wang, Zhan-Heng Chen
OnSum: Extractive Single Document Summarization Using Ordered Neuron LSTM. 605-615 - Rita Zgheib
Diagnosing COVID-19 on Limited Data: A Comparative Study of Machine Learning Methods. 616-627 - Kouki Tanaka, Jianshen Zhu
An Inverse QSAR Method Based on Decision Tree and Integer Programming. 628-644 - Xinguo Lu, Yan Gao, Daoxu Tang, Yue Yuan:
A Link-Based Ensemble Cluster Approach for Identification of Cell Types. 645-654 - Wenjing Kong
A Defect Detection Method for Diverse Texture Fabric Based on CenterNet. 655-664 - Tao Tang
Accelerating Deep Reinforcement Learning via Hierarchical State Encoding with ELMs. 665-680 - Tong Meng, Yuehui Chen, Wenzheng Bao, Yi Cao:
Mal_PCASVM: Malonylation Residues Classification with Principal Component Analysis Support Vector Machine. 681-695
Theoretical Computational Intelligence and Applications
- Wenzhen Fu, Yixin Zhong, Wenzheng Bao, Yi Cao:
The Influence of Sliding Windows Based on MM-6mAPred to Identify DNA N6-Methyladenine. 699-708 - Qingyu Cui, Wenzheng Bao, Yi Cao, Bin Yang, Yuehui Chen:
RF_Bert: A Classification Model of Golgi Apparatus Based on TAPE_BERT Extraction Features. 709-717 - Yanzhao Shi
PointPAVGG: An Incremental Algorithm for Extraction of Points' Positional Feature Using VGG on Point Clouds. 718-731 - Ming Liu, Zhuohui Li, Runyuan Sun, Na Zhang:
Predicting Course Score for Undergrade Students Using Neural Networks. 732-744 - Kai Wang, Kang Chen:
Classification of Heart Sounds Using MFCC and CNN. 745-756
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