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18th ICIC 2022: Xi'an, China - Part III
- De-Shuang Huang, Kang-Hyun Jo, Junfeng Jing, Prashan Premaratne, Vitoantonio Bevilacqua, Abir Hussain:
Intelligent Computing Methodologies - 18th International Conference, ICIC 2022, Xi'an, China, August 7-11, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13395, Springer 2022, ISBN 978-3-031-13831-7
Fuzzy Theory and Algorithms
- Wei Fan, Chunlin He, Anping Zeng, Ke Lin:
An Incremental Approach Based on Hierarchical Classification in Multikernel Fuzzy Rough Sets Under the Variation of Object Set. 3-17 - Ying Guan, Yaru Li, Bin Li, Yonggang Lu:
A Clustering Method Based on Improved Density Estimation and Shared Nearest Neighbors. 18-31 - Guangdong Xue
, Bingjie Zhang, Xiaoling Gong, Jian Wang
Bagging-AdaTSK: An Ensemble Fuzzy Classifier for High-Dimensional Data. 32-43 - Lizhu Zhang
Some Results on the Dominance Relation Between Conjunctions and Disjunctions. 44-54 - Alexey N. Zhirabok
Robust Virtual Sensors Design for Linear Systems. 55-66 - Grisel Miranda-Piña
Clustering Analysis in the Student Academic Activities on COVID-19 Pandemic in Mexico. 67-79 - Duc-Vinh Le
Application of Stewart Platform as a Haptic Device for Teleoperation of a Mobile Robot. 80-92 - Anton S. Gubankov
Geometric Parameters Calibration Method for Multilink Manipulators. 93-105 - Wang Lu, Zhang Zaitian, Cheng Xuwei, Haoyu Ren, Chen Jianzhou, Fengqi Qiu, Yan Zitong, Zhang Xin, Zhang Li:
A Kind of PWM DC Motor Speed Regulation System Based on STM32 with Fuzzy-PID Dual Closed-Loop Control. 106-113
Machine Learning and Data Mining
- Yangming Yu, Zhiyong Zha, Bo Jin, Geng Wu, Chenxi Dong:
Research on Exchange and Management Platform of Enterprise Power Data Uniftcation Summit. 117-128 - Abbas Saad Alatrany, Abir Hussain, Saad S. J. Alatrany, Dhiya Al-Jumaily:
Application of Deep Learning Autoencoders as Features Extractor of Diabetic Foot Ulcer Images. 129-140 - Xiaozeng Zhang, Ailian Fang:
MPCNN with Knowledge Augmentation: A Model for Chinese Text Classification. 141-149 - Zhiyu Cheng, Jun Liu, Jinfeng Zhang:
An Improved Mobilenetv2 for Rust Detection of Angle Steel Tower Bolts Based on Small Sample Transfer Learning. 150-161 - Qinhua Huang, Weimin Ouyang:
Generate Judge-View of Online Dispute Resolution Based on Pretrained-Model Method. 162-169 - Yupei Zhang
An Effective Chinese Text Classification Method with Contextualized Weak Supervision for Review Autograding. 170-182 - Matthew Harper, Fawaz Ghali, Wasiq Khan
Comparison of Subjective and Physiological Stress Levels in Home and Office Work Environments. 183-197 - Qiangkui Leng, Erjie Jiao, Yuqing Liu, Jiamei Guo, Ying Chen:
Cross Distance Minimization for Solving the Nearest Point Problem Based on Scaled Convex Hull. 198-208 - Jinfeng Zhang, TianZhong Zhang, Jun Liu, Zhiwen Gong, Lei Sun:
Nut Recognition and Positioning Based on YOLOv5 and RealSense. 209-219 - Luke K. Topham
Gait Identification Using Hip Joint Movement and Deep Machine Learning. 220-233 - Zhongtian Hu, Jun Yan, Yuli Wang, Changsong Yang, Qiming Fu, Weizhong Lu, Hongjie Wu:
Study on Path Planning of Multi-storey Parking Lot Based on Combined Loss Function. 234-241 - Francesco Berloco
A Systematic Review of Distributed Deep Learning Frameworks for Big Data. 242-256 - Rafal Kozik, Marek Pawlicki, Mateusz Szczepanski, Rafal Renk, Michal Choras:
Efficient Post Event Analysis and Cyber Incident Response in IoT and E-commerce Through Innovative Graphs and Cyberthreat Intelligence Employment. 257-266 - Xiangyang Guo, Daqing Wu, Jinwen Ma:
Federated Sparse Gaussian Processes. 267-276 - Zaid Al-Jumaili
Classification of Spoken English Accents Using Deep Learning and Speech Analysis. 277-287 - Xiangtao Chen, Meijie Zhao:
A Stable Community Detection Approach for Large-Scale Complex Networks Based on Improved Label Propagation Algorithm. 288-303 - Hamdan Taleb
An Effective Method for Yemeni License Plate Recognition Based on Deep Neural Networks. 304-314 - Ji Li, Yujun Liang:
Topic Analysis of Public Welfare Microblogs in the Early Period of the COVID-19 Epidemic Based on LDA Model. 315-328
Intelligent Computing in Computer Vision
- Yixiong Wei, Hongqi Zhang, Hongqiao Zhou, Qianhao Wu, Zihan Niu:
Object Detection Networks and Mixed Reality for Cable Harnesses Identification in Assembly Environment. 331-340 - Tian-Yu Zhang, Jun Li, Jie Chai, Zhong-Qiu Zhao, Weidong Tian:
Improved YOLOv5 Network with Attention and Context for Small Object Detection. 341-352 - Jian-Xun Mi, Yun Gao, Renjie Li:
Inverse Sparse Object Tracking via Adaptive Representation. 353-366 - Wei-Dong Tian, Jun-jun Zhu, Shuang Wu, Zhong-Qiu Zhao, Yu-Zheng Zhang, Tian-Yu Zhang:
A Sub-captions Semantic-Guided Network for Image Captioning. 367-379 - Juan Li, Yahui Dong, Hui Xu, Hui Sun, Miao Qi:
A Novel Gaze Detection Method Based on Local Feature Fusion. 380-393 - Prashan Premaratne, Rhys Blacklidge, Mark Lee:
Vehicle Detection, Classification and Counting on Highways - Accuracy Enhancements. 394-408 - Qiang Li, Zhihua Xie, Sha Zong, Guodong Liu:
Image Dehazing Based on Deep Multiscale Fusion Network and Continuous Memory Mechanism. 409-422 - Xingmin Lu, Wei Song:
Improved YOLOv5s Model for Vehicle Detection and Recognition. 423-434 - Xiao-Feng Wang, Jian-Tao Wang, Li-Xiang Xu, Ming Tan, Jing Yang
Garbage Classification Detection Model Based on YOLOv4 with Lightweight Neural Network Feature Fusion. 435-447 - Zhiyang Liu, Thomas Weise, Zhize Wu:
Detection of Personal Protective Equipment in Factories: A Survey and Benchmark Dataset. 448-459
Intelligent Control and Automation
- Peng Jiang
A Novel IoMT System for Pathological Diagnosis Based on Intelligent Mobile Scanner and Whole Slide Image Stitching Method. 463-472 - Yuanyuan Yang, Bin Qian, Rong Hu, Dacheng Zhang:
Deep Reinforcement Learning Algorithm for Permutation Flow Shop Scheduling Problem. 473-483 - Duy-Long Nguyen, Huu-Cong Vu, Quoc-Hoan Tran
Model Predictive Control for Voltage Regulation in Bidirectional Boost Converter. 484-491 - Fangze Lin
Fed-MT-ISAC: Federated Multi-task Inverse Soft Actor-Critic for Human-Like NPCs in the Metaverse Games. 492-503 - Vladimir F. Filaretov, Dmitry A. Yukhimets
Development of AUV Two-Loop Sliding Control System with Considering of Thruster Dynamic. 504-517 - Anh Tuan Vo
An Advanced Terminal Sliding Mode Controller for Robot Manipulators in Position Tracking Problem. 518-528 - Thanh Nguyen Truong
An Observer-Based Fixed Time Sliding Mode Controller for a Class of Second-Order Nonlinear Systems and Its Application to Robot Manipulators. 529-543 - Tan Van Nguyen, Cheolkeun Ha, Huy Q. Tran
A Robust Position Tracking Strategy for Robot Manipulators Using Adaptive Second Order Sliding Mode Algorithm and Nonsingular Sliding Mode Control. 544-554
Intelligent Data Analysis and Prediction
- Xing Zhang, Wensong Zhang:
A Hybrid Daily Carbon Emission Prediction Model Combining CEEMD, WD and LSTM. 557-571 - Xing Zhang, Wensong Zhang:
A Hybrid Carbon Price Prediction Model Based on VMD and ELM Optimized by WOA. 572-588 - Firuz Kamalov, Ikhlaas Gurrib
A Comparative Study of Autoregressive and Neural Network Models: Forecasting the GARCH Process. 589-603 - Si Liu, Yunxia Liu, Cong Feng, Hongguo Zhao:
A Novel DCT-Based Video Steganography Algorithm for HEVC. 604-614 - Qilin Liu, Xiaobo Zhu, Changgan Yuan, Hongje Wu, Xinming Zhao:
Dynamic Recurrent Embedding for Temporal Interaction Networks. 615-625 - Xin-Lu Li, Peng Gao, Yuan-Yuan Lei, Le-Xuan Zhang, Liang-Kuan Fang:
Deep Spatio-Temporal Attention Network for Click-Through Rate Prediction. 626-638 - Cunmei Ji
A Unified Graph Attention Network Based Framework for Inferring circRNA-Disease Associations. 639-653 - Xianhong Xu, Fengyang Sun, Yuqing Zheng:
Research on the Application of Blockchain Technology in the Evaluation of the "Five Simultaneous Development" Education System. 654-661 - Cong Feng, Si Liu:
Blockchain Adoption in University Archives Data Management. 662-671 - Hongguo Zhao, Yunxia Liu, Yonghao Wang:
A Novel Two-Dimensional Histogram Shifting Video Steganography Algorithm for Video Protection in H.265/HEVC. 672-683 - Zhaobin Pei, Ying Wang:
Problems and Countermeasures in the Construction of Intelligent Government Under the Background of Big Data. 684-697 - Yunyi Bai, Mang Xu, Pengjiang Qian:
Application of Auto-encoder and Attention Mechanism in Raman Spectroscopy. 698-708 - Mang Xu, Yunyi Bai, Pengjiang Qian:
Remaining Useful Life Prediction Based on Improved LSTM Hybrid Attention Neural Network. 709-718 - Xuqing Wang, Yanan Su, Ruoyu Liu, Qianhui Qu, Hao Liu, Yi Gu:
Medical Image Registration Method Based on Simulated CT. 719-728 - Ying Chen, Youjun Huang, Lichao Gao:
Research on Quantitative Optimization Method Based on Incremental Optimization. 729-740 - Fan Hu, Pengjiang Qian, Yizhang Jiang, Jian Yao:
An Improved Waste Detection and Classification Model Based on YOLOV5. 741-754 - Long Cheng, Yi Gu:
An Image Compression Method Based on Compressive Sensing and Convolution Neural Network for Massive Imaging Flow Cytometry Data. 755-766
Intelligent Computing and Optimization
- Lvyang Ye, Huajuan Huang, Xiuxi Wei:
Optimization Improvement and Clustering Application Based on Moth-Flame Algorithm. 769-784 - Dao Tao, Xiuxi Wei, Huajuan Huang:
Application of Improved Fruit Fly Optimization Algorithm in Three Bar Truss. 785-801 - Yuanyuan Chen, Lina Ge, Guifen Zhang, Yongquan Zhou:
Adaptive Clustering by Fast Search and Find of Density Peaks. 802-813 - Mengxia Xu
A "Push-Pull" Workshop Logistics Distribution Under Single Piece and Small-Lot Production Mode. 814-829 - Chenghao Shi, Zhonghua Tang, Yongquan Zhou, Qifang Luo:
Greedy Squirrel Search Algorithm for Large-Scale Traveling Salesman Problems. 830-845 - Zhiwei Liang
Multiple Populations-Based Whale Optimization Algorithm for Solving Multicarrier NOMA Power Allocation Strategy Problem. 846-859 - Yan Shi, Yongquan Zhou, Qifang Luo, Huajuan Huang:
Complex-Valued Crow Search Algorithm for 0-1 KP Problem. 860-875 - Yixuan Yu, Yongquan Zhou, Qifang Luo, Xiuxi Wei:
Discrete Artificial Electric Field Optimization Algorithm for Graph Coloring Problem. 876-890 - Yuanfei Wei, Ying Ling, Qifang Luo, Yongquan Zhou:
Automatic Shape Matching Using Improved Whale Optimization Algorithm with Atomic Potential Function. 891-906
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