Salem, Abdel-Badeeh Mohamed (Hrsg.)

CAIBDA 2022

2nd International Conference on Artificial Intelligence, Big Data and Algorithms, June 17-19, 2022 in Nanjing, China

2023, XVI, 1091 Seiten, 140 x 124 mm, Slimlinebox, CD-Rom
ISBN 978-3-8007-6025-1, E-Book: ISBN 978-3-8007-6026-8
Für Fach- und Hochschulbereich
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Inhaltsverzeichnis Vorwort

The 2022 2nd International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA 2022) was held in Nanjing, China from 17th to 19th June 2022. The 1st was successfully held in Xi'an, China, and the conference proceedings have been successfully published in IEEE Xplore. CAIBDA is an international forum for scientists, engineers, and practitioners to present their latest research and development results in all areas of Artificial Intelligence, Big Data, and Algorithms.
Prof. Dr. Abdel-Badeh M. Salem is a professor emeritus of Computer Science since
September 2007 till now. He was a former Vice Dean of the Faculty of Computer and Information Sciences at Ain Shams University, Cairo-Egypt (1996-2007). He was a full professor Dr.of Computer Science at Faculty of Science, Ain Shams University from 1989 to 1996. He was a Director of Scientific Computing Center at Ain Shams University (1984-1990).In 1996 he was moved to the Faculty of Computer and Information Sciences at the same university. His research includes Knowledge engineering and computing, expert systems, intelligent medical and health informatics, and intelligent e-learning technologies. He has published around 600 papers in refereed journals and conference proceedings in these areas, 110 of them are in Scopus. He has been involved in more than 600 conferences and workshops as a Keynote speaker, member of Int. Program Committees, organizer and Session Chair. He is author and co-author of 25 Books in English and Arabic Languages.
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Population projections in 2030 based on the optimal forecast combination model

Autoren: Huang, Zongxiang; Zhang, Jun; Wang, Wen

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A Novel Patient Similarity Prediction Model Based on Semisupervised Learning

Autoren: Zhang, Linlin; Li, Xinyao; Bi, Xuehua; Zhang, Ying; Yu, Guanglei; Zhao, Kai

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An Overview of Deep Neural Network Model Compression

Autoren: Zhang, Xue; Ding, Rui; Mi, Lingchao

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Comparison of Neural Network Models for Facial Recognition with Wearing Masks

Autoren: Cao, Dekang; Qiao, Zhuoran; Yang, Muhan

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Online COVID-19 Computer-aided Diagnostic System with Convolution Neural Network

Autoren: Fu, Qiqi; Liu, Andi; Wu, Zhuolin; Zhou, Yunpeng

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Interpretability Analysis of Pre-trained Convolutional Neural Networks for Medical Diagnosis

Autoren: Hu, Qingyuan; Liu, Wentao; Liu, Yanxin; Liu, Zhanhong

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An Unsupervised Heterograph Model for Identifying Operational Risk Events in Financial Services

Autoren: Tan, Jinghua; Gan, Qinyu; Yu, Guanyuan; Chen, Junxiao; Zhang, Chuanhui

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Analysis of impacts of nature reserves on ecology, economy and Industry Based on WEPS model

Autoren: Zhang, Le; Yin, Gang; Yang, Hong; Jiang, Jiaqi

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Short-term County-Level Power Load Forecasting Model Based on Improved Deep Belief Network

Autoren: Han, Yiming; Zhang, Bin; Jin, Panlong; Tian, Xing

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Simulation of pollution accumulation characteristics of insulators and prediction of pollution impact rate based on improved neural network

Autoren: Song, Zhen; Cheng, Xuezhen; Ren, Zheng; Zhang, Xudong; Wang, Changan; Niu, Huihui

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Research on Chinese Name Recognition Using BERT-BiLSTM-CRF Model Incorporating Coreference Resolution

Autoren: Jing, Guanjun; Chen, Yu; Dong, Zhiming; Wang, Zhaohui; Long, Xianjun; Zheng, Ran; Zhang, Chaoying

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Infectious Disease Analysis by Dynamics Models

Autoren: Wang, Yanbo; Huang, Le

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Research on social media tweet classification of rainstorm disaster based on XGBoost model

Autoren: Zhang, Ziying; Zhang, Jianlin; Sun, Haohao; Huang, Kexin

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Customer churn prediction: balanced random forest with feature under-sampling

Autoren: Ma, Wenbin; Xia, Guoen; Chen, Shuofeng; Li, Guoxiang

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Application and Exploration of Artificial Intelligence Technology in the Field of Measurement

Autoren: Zhang, Xiujian; Ding, Yijia; Zhang, Tieli; Sun, Jing

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Semantic Recognition of Aerospace Mode Software Demand Based on Bi-LSTM

Autoren: Peng, Jun; Yao, Peng; Zhang, Zhi; Zhang, Ben; Han, Jun

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Research on autonomous inspection technology of UAV in distribution network line

Autoren: Qian, Jiang; Ma, Lin; Hu, Weizhong; Zhang, Zheng

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Road Traffic Signs Recognition in Automatic Driving under Extreme Environments

Autoren: Chi, Juntian; Feng, Zhuangzhou; Zhang, Weipeng

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To explore the efficiency of Cluster-GCN on Cybersecurity

Autoren: Zhang, Qingwei; Xu, Hongkui; Kang, Zhiwen; Liu, Jia; Wang, Yue; Gao, Zongbao; Fang, Peng; Zhou, Bo

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Hybrid Recommendation System

Autoren: Feng, Sanyu; Zhao, Tianyi

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Analysis on the determination of trainees based on an emerging machine learning LightGBM

Autoren: Guo, Weilan; Wang, Xin; Zhang, Jieqiang; Lu, Fengyun

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Movie Recommendation System based on DeepFM

Autoren: Chen, Xudong; Su, Wen

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Weather Forecasting and Analysis Based on Machine Learning

Autoren: Chen, Boyang; Chen, Erqian; Lang, Heran

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Conditional Relativistic GAN for Fast Part Segmentation of Surgical Instruments

Autoren: Guo, Yue; Ye, Changjian; Zhang, Yongchang; He, Wenhao

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Travel Intention Prediction Method Based on User Needs

Autoren: Zhang, Lingyu; Bian, Wenjie; Li, Jianxing; Zhang, Ying; Liang, Jian; Wu, Guobin; Zhang, Liang

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Design scheme selection method of new rescue robot based on FAHP-FTOPSIS

Autoren: Wang, Shipeng; Pan, Dewei; Zhou, Zhaoxin; Ma, Xushi; Jia, Jianwei; Qin, Qi; Han, Yang

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Survey on kNN

Autoren: Peng, Heping; Xu, Zhong; Mo, Wenxiong; Wang, Yong; Huang, Qingdan

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Visual analysis of cardiovascular disease risk assessment based on Citespace

Autoren: Huang, Min; Lang, Xufeng; Zhou, Zuojian; Li, Hongyan; Li, Can; Wang, Rui; Cheng, Jun

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Research on Path Planning of Hexapod Robot Based on an Variable Efficiency A* Algorithm

Autoren: Li, Yuhang; Chen, Chuan; Yin, Shengyang; Yu, Xinyang

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Research on Intelligent Recognition Method for Electrical Equipment and Meter

Autoren: Lv, Jianhua; Li, Haibo; Chen, Wei; Chen, Ruijun

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Design of Xinjiang Disaster Early Warning Cloud Platform Based on Big Data Technology

Autoren: Zhang, Yunfei; Guo, Junjie; Wang, Bin; Xu, Linlin

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Study of A Streamlining Method Based on Big Data

Autoren: Pan, Yihui; Peng, Yuankun; Liu, Peng; He, Xiaoqiu

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Research on Intelligent cigarette sales forecasting model based on big data technology

Autoren: Wei, Taicheng; Chen, Hao; Liu, Yanbing; Zhu, Haoran

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Research on fault diagnosis method of data-driven launch vehicle control system

Autoren: Yang, Linyu; Cheng, Long; Han, Wenjing; Han, Wenting

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Skin Cancer Data Augementation Method Based on Color Transfer

Autoren: Chen, Zhe; Guo, Xiaoyan; Liu, Jianheng; Yu, Pengyuan

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Analysis and Prediction of Marine Plastic Pollution

Autoren: Gao, Sanpu; Li, Ruoshui; Yi, Xingcan

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Urban rail big data point cloud slicing and line adjustment and slope adjustment technology

Autoren: Wang, Hongjie; Liu, Jing; Zhang, Ruihang; Li, Wei; Li, Yuting

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Design of secondary index scheme for large-scale crowd behavior analysis data based on Elasticsearch and HBase

Autoren: Kang, Zhiwen; Fang, Peng; Xu, Hongkui; Zhou, Bo; Li, Fangcun; Zhou, Sheng; Zheng, Mingzhao; Li, Yao

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Distributed Electricity Transaction Mechanism Based on Block-chain and Distributed Congestion Management

Autoren: Zhao, Yue; Liu, Sijie; Bai, Yang; Wu, Guobing; Cai, Qiuna; Gao, Haixiang; Gong, Chao

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Analysis of Key Technologies of Demand Side Smart Energy System Based on Blockchain

Autoren: Zhang, Xudong; Li, Fei; Wang, Hongxi; Li, Chunhai

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Stock trend prediction based on fusion of alternative text and multiple features

Autoren: Ding, Hao; Feng, Jiaying; Wang, Yongyi; Toe, Teoh Teik

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Research on the Dissemination Path of Police-related Public Opinion Based on SIR

Autoren: Shi, Hongli; Gu, Ruijun; Jin, Yiyan; Liu, Hao; Xie, Weiqi; Li, Juan

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Research on data imbalance classification based on oversampling method

Autoren: Bai, Yuzhu; Yu, Wei; Feng, Haiwen

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Data collection and analysis of urban rail transit information based on web crawler technology

Autoren: Luo, Ruiqi; Zhu, Xiaodong; Hao, Dongxu; Meng, Weiwei

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Construction of user Portrait System Based on information warehouse under big data

Autoren: Fang, Yaxin; Liu, Zhonglin; Li, Changbao; Pan, Shuang

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Simulation analysis of cluster echelon open-circuit military combat method based on K-Means algorithm

Autoren: Wang, Shuangyu; Luo, Jinliang; Huang, Xiangxuan; Li, Pengcheng; Xiao, Dongsheng

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Research on Extraction Algorithm of Central Point in Femoral Backbone

Autoren: Geng, Shuai; He, Wei; Li, Yanfang; Jiang, Zhengang; Feng, Guanyuan

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Application of Improved Particle Swarm Optimization Algorithm in Reservoir Optimal Scheduling

Autoren: Zhang, Zhongbo; Geng, Simin; He, Xiaoyan; Zhang, Shuanghu; Tian, Yu; Li, Hui

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An Improved Clustering Algorithm via Salp Swarm Algorithm

Autoren: Qian, Chen; Tao, Zhenghang; Jiang, Xin; Gao, Yuchao; Zhou, Hu; Yang, Yang

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Deep Learning Methods for Stock Price Prediction

Autoren: Lin, Ruicheng; Pan, Tongxin; Xie, Xi

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Deep Learning on Spam Detection

Autoren: Fu, Youran; Zhang, Yu

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Special Lane Detection Based on YOLOv3-SPP

Autoren: Fang, Zezheng; Yin, Dejun; Xiao, Junyao; Guo, Ruiming

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Research and Implementation of Improved Faster R-CNN Target Detection Algorithm

Autoren: Tang, Yihang; Tian, Lu; Ma, Jiangkai; Liu, Yichen; Zhang, Peijing; Ruan, Ying; Zhu, Bingyan

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Research on Hunger Marketing Strategy Based on Numerical analysis algorithm

Autoren: Xu, Qian; Si, Huimin; Song, Huaming

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Infrared dim and small target extraction algorithm based on improved U-Net

Autoren: Li, Guanting; Wang, Ping; Zhang, Tong

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Study of Broadcast Algorithms in Ad Hoc Networks

Autoren: Li, Nan; Chen, Xiaoxu

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Distributed Dynamic Economic Optimal Scheduling Method for Microgrid Based on Deep Learning

Autoren: Wang, Jiaying; Li, Chen; Liu, Gongjun; Lv, Jifan; Shi, Wenjia; Huang, Xiaoqiong

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Fatigue Driving Recognition Based on Deep Learning

Autoren: Chen, Hongming; Zhan, Xingxing; Han, Xuefeng

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77GHz Millimeter-Wave Radar Vital Signs Detection Based on GA-VMD Algorithm

Autoren: Du, Yang; Yang, Ankang; Li, Beibei; Zhang, Fangzuo

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Integral Distinguisher Search of SLIM Algorithm Based on Bit-Based Division Property

Autoren: He, Shuiyu; Wei, Yuechuan; Chang, Lipeng; Pan, Feng

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Research of Machine Learning Algorithm in Early Warning Analysis of Bank Customer Churn

Autoren: Gong, Xueyan; Fang, Li; Liu, Yuan; Xu, Song

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Evaluation algorithm of false index of social text for opinion leaders

Autoren: Yang, Tao; He, Lingling; Liu, Ziyu; Chen, Jiangchuan; Deng, Hongli

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Research on Gesar event detection method based on attention mechanism

Autoren: Lu, Ziling; Wang, Tiejun; Wang, Hongyang; Guo, Xiaoran

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Individual cow identification study based on DTW and K nearest Neighbor classification algorithm

Autoren: Su, Chenjie; Cheng, Xiaodong; Xi, Shiqi; Li, Bomeng

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News Topic Classification Algorithm Based on Feature Retention

Autoren: Deng, Hongli; Chen, Qingqing; He, Lingling; He, Baolin; Yang, Tao

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Research on offset compensation of OFDM system based on Synchronization Algorithm

Autoren: Guo, Haibo; Zeng, Wei; Yu, Zhen; Fan, Tianfeng

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Design of DC-DC converter based on improved PID algorithm

Autoren: Yang, Xiaoting; Jing, Shuai; Hao, Fuqing; Feng, Yeji; Liu, Xiaodong; Yang, Ziheng

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Network Security Situation Cognition Ability Assessment Based on Commonsense Reasoning Calculation model

Autoren: Sun, Jing; Liu, Yifei; Zhang, Xiujian; Cheng, Zhonghao

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High Performance Single-Site Finite DMRG on GPUs

Autoren: Hong, Hao; Tong, Weiqin; Liu, Xiaoping; Zhang, Tao; Liu, Xiao-Yang

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Research on the method of suppressing speckle noise in SAR image

Autoren: He, Shun; Liu, Xiangxi; Li, Danyang; He, Xiaoyan; Xie, Yongni

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Multi-Pyramid Dehazing Network with Residue Channel Enhancement

Autoren: Hang, Ruishan; Gu, Shenming; Tang, Zhibo; Tan, Xiaoqiu

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Bus Alighting Stop Estimation Using Trip-chain and Bayesian Methodology

Autoren: Wang, Yibing; Xu, Sheng; Bian, Pengyuan

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Case Segmentation of Nematode Microscopic Image Based on Improved Mask R-CNN

Autoren: Liu, Tong; Liu, Yunqing; Long, Rui; Song, Yutian

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Emotional Computation of Unfamiliar Word based on Emotional Orientation of Related Words

Autoren: Yang, Tao; Liu, Ziyu; Chen, Qingqing; Ma, Xiaoyu; Deng, Hongli

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Research on Map Matching and Location Technology Based on Fuzzy Judgment

Autoren: Long, Rui; Liu, Yunqing; Liu, Tong; Song, Yutian

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Effects of inclined sea bottom on acoustic propagation characteristics in shallow ocean fronts

Autoren: Zhang, Xiaorou; Wang, Qile; Wang, Wenjie; Zhang, Ying; Yan, Huang; Zhu, Hanhao

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Research on a primary synchronization signal detection algorithm for LEO-5G system

Autoren: Zhang, Peng; Zeng, Wei; Xia, Huan; Li, Yaxin; Tan, Lei; Yu, Zhen

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