No. 3, 2020 - Official site of Journal of Application Research of Computers

Mar. 2020

Volume 37, Issue 3, Total Issue 341

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Survey

Survey of optimization on K-means algorithm in Spark

Xing Yanni Qian Yurong Nan Fangzhe Zhao Jingxia

K-means distributed memory computing framework algorithm optimization

doi: 10.19734/j.issn.1001-3695.2018.10.0609

Overview on theory and applications of ambients calculus

Lin Rongde Jiang Hua Huang Jianxin

ambient calculus bisimulation congruences context barb congruences

doi: 10.19734/j.issn.1001-3695.2018.10.0722

Algorithm Research & Explore

WPOS-GRU patent classification method based on two-channel feature fusion

Yu Bengong Zhang Peihang

patent classification part of speech tagging feature fusion

doi: 10.19734/j.issn.1001-3695.2018.08.0628

Structural network embedding based on recurrent projection

Meng Yawen Fu Luoyi Wang Xinbing

network embedding structural identity feature learning

doi: 10.19734/j.issn.1001-3695.2018.09.0639

Research of stock price prediction based on DMD-LSTM model

Shi Jiannan Zou Junzhong Zhang Jian Wang Chunmei Wei Zuochen

dynamic mode decomposition long short-term memory neural network mode feature

doi: 10.19734/j.issn.1001-3695.2018.08.0657

Improved density peak clustering algorithm based on weighted K-nearest neighbor

Yang Zhen Wang Hongjun

data mining weighted K-nearest neighbor density peaks

doi: 10.19734/j.issn.1001-3695.2018.08.0656

Hybrid recommendation algorithm for drug repositioning based on association of drug and disease characteristics

Liu Jie Jin Liuqi Jing Bo

drug repositioning data sparsity disease characteristics

doi: 10.19734/j.issn.1001-3695.2018.09.0634

Collaborative filtering recommendation algorithm combined with item popularity weighting

Wei Tiantian Chen Li Fan Tingting Wu Xiaohua

collaborative filtering similarity measure popularity bias

doi: 10.19734/j.issn.1001-3695.2018.08.0618

Collaborative filtering algorithm combined with score scale factor and item attribute

Li Shuzhi Li Zhijun Deng Xiaohong

collaborative filtering sparse matrix scoring scale factor

doi: 10.19734/j.issn.1001-3695.2018.08.0627

Research on hybrid recommendation algorithm of restricted Boltzmann machine and weighted Slope One

Shen Xueli He Chenhao Meng Xiangfu

restricted Boltzmann machine weighted Slope One adjusted cosine similarity

doi: 10.19734/j.issn.1001-3695.2018.08.0619

Analysis of crowd aggregation and movement on campus based on density clustering algorithm

Guo Yubin Wu Yuhang Zhou Zhefan Li Ximing

wireless network log data R-tree

doi: 10.19734/j.issn.1001-3695.2018.09.0638

Monte-Carlo simulation based water quality prediction and eutrophication risk assessment method of lakes

Wang Xiaoyi Zhou Yuqin Zhao Zhiyao Wang Li Xu Jiping Yu Jiabin

water quality kinetic model Monte-Carlo simulation water quality prediction

doi: 10.19734/j.issn.1001-3695.2018.08.0655

Relation extraction based on recurrent convolutional neural network

Wan Jing Li Haoming Yan Huanchun Zhang Xuechao

GRU recurrent convolutional neural networks attention

doi: 10.19734/j.issn.1001-3695.2018.09.0635

Smoothing method based on time-fractional nonlinear diffusion model

Li Yuanlu Zhao Weijing Jiang Min

diffusion filtering fractional derivative nonlinear diffusion

doi: 10.19734/j.issn.1001-3695.2018.12.0880

New words discovery method based on CRF and information entropy in specific domain

Fu Yao Wan Jing Xing Lidong

concept recognition new concept discovery conditional random field

doi: 10.19734/j.issn.1001-3695.2018.08.0623

Recommendation system of big data based on multi-weight projection of bipartite network

Gao Wei He Keqi

recommendation system big data technique bipartite network

doi: 10.19734/j.issn.1001-3695.2018.07.0612

Research on context-aware IoT services recommendation

Liu Zhizhong Guo Sihui Zhang Zhenxing

Internet of Things(IOT) IoT service context-aware

doi: 10.19734/j.issn.1001-3695.2018.09.0637

Multi-time scale prediction method and application on tourism fastigium traffic flow

Li Lingyan Zhao Xin Weng Gangmin

tourism fastigium traffic flow forecasting predictability

doi: 10.19734/j.issn.1001-3695.2018.09.0633

Bilingual relatedness optimization model for Chinese-Uyghur machine translation

Pan Yirong Li Xiao Yang Yating Dong Rui

Uyghur neural network machine translation attention mechanism

doi: 10.19734/j.issn.1001-3695.2018.08.0625

Research of Kazakh parsing based on span

Chai Wei Gulila Altenbek

Bi-LSTM span dynamic oracle

doi: 10.19734/j.issn.1001-3695.2018.08.0632

Sequence generation model for answer acquisition to machine reading comprehension

Huo Huan Zou Yiting Jin Xuancheng Huang Junyang Xue Yaohuan

answer acquisition sequence generation model OOV(out-of-vocabulary)

doi: 10.19734/j.issn.1001-3695.2018.08.0616

Extraction of diplomatic international cooperation elements based on neural network and domain knowledge

Zhang Zijing Wan Changxuan Liu Dexi Liu Yu Liu Xiping Jiang Tengjiao

international cooperation elements neural network sequence labeling

doi: 10.19734/j.issn.1001-3695.2018.08.0626

Research on autonomous navigation system of warehousing mobile robot based on improved artificial potential field method in dynamic environment

Luo Qiang Wang Haibao Cui Xiaojing Xu Hongze

dynamic environment autonomous navigation artificial potential field

doi: 10.19734/j.issn.1001-3695.2018.09.0640

Research on 3D printing path planning for material cost saving

Jiang Zhiwei Li Yaotang

3D printing path planning sparse printing

doi: 10.19734/j.issn.1001-3695.2018.08.0621

Task scheduling for geo-distributed data analytics in cloud-edge system

Xu Chao Wu Bo Jiang Lili Jin Yibo Zhang Sheng

geo-distributed data analytics cloud-edge system task scheduling

doi: 10.19734/j.issn.1001-3695.2018.08.0629

Optimization of en-route network delay based on improved Hungarian algorithm

Wang Lili Wang Hangchen

air transportation delay optimization Hungarian algorithm

doi: 10.19734/j.issn.1001-3695.2018.09.0636

On-line prediction of application runtime using schedule historical data

Xu Lunfan Xiong Min Xiao Yonghao

application runtimes prediction job scheduling genetic algorithm

doi: 10.19734/j.issn.1001-3695.2018.08.0624

Solution of uncertain operation scheduling model based on hybrid cuckoo algorithm

Yang Feng Ye Chunming Wang Dingyu

gray operation scheduling uncertainty condition cuckoo algorithm

doi: 10.19734/j.issn.1001-3695.2018.08.0622

Robust optimization model of multi-period closed-loop logistics network for perishable products

Guo Jianquan Yang Xiaohua

multi-period perishable products closed-loop logistics network design

doi: 10.19734/j.issn.1001-3695.2018.08.0615

Research of binary neural network acceleration method based on ARM+FPGA platform

Sun Xiaohui Song Qingzeng Jin Guanghao Jiang Wenchao

BNN FPGA XNOR

doi: 10.19734/j.issn.1001-3695.2018.08.0614

Housing prices evaluation using random forest algorithm combing with simulated annealing

Ding Yangjuntian Cao Huaihu

random forest simulated annealing parameter optimization

doi: 10.19734/j.issn.1001-3695.2018.07.0613

Impact of fairness concern on store brand strategy of powerful retailer

Huang Zongsheng Feng Ting

store brand fairness concern powerful retailer

doi: 10.19734/j.issn.1001-3695.2018.08.0631

Feature selection algorithm for 3D visual guidance multi-channel motor imagery

Hu Min Wang Zhiqiang Huang Hongcheng Li Chong

brain-computer interface(BCI) motor imagery(MI) electroencephalogram(EEG)

doi: 10.19734/j.issn.1001-3695.2018.08.0630

Improved monarch butterfly optimization algorithm based on cross migration and sharing adjustment

Sun Lin Chen Suisui Xu Jiucheng Wang Zhenhua

MBO cross migration sharing adjustment

doi: 10.19734/j.issn.1001-3695.2018.07.0611

User identification across social network based on user interests

Deng Shiqi Li Lei Shi Huaji

user identification across social network blocking user interests

doi: 10.19734/j.issn.1001-3695.2018.08.0617

Sine-cosine algorithm with learning mechanism

Fang Xuyang Wu Xiangjun You Datao

sine-cosine algorithm elite opposition-based learning swarm intelligence

doi: 10.19734/j.issn.1001-3695.2018.08.0620

Technology of Information Security

Research on abnormal user detection technology in social network based on XGBoost method

Yuan Lixin Gu Yijun Zhao Dapeng

XGBoost social networks abnormal users' detection

doi: 10.19734/j.issn.1001-3695.2018.08.0651

Singular spectrum analysis audio hidden algorithm implemented in wavelet domain

Lu Shiyi Gao Yong

wavelet transform singular spectrum analysis hidden capacity

doi: 10.19734/j.issn.1001-3695.2018.09.0660

Password cracking algorithm using conditional variational auto-encoders

Duan Dagao Zhao Zhendong Liang Shaohu Han Zhongming

conditional variational auto-encoders password guessing algorithm passwords cracking

doi: 10.19734/j.issn.1001-3695.2018.08.0649

Research on fine-grained access control method based on HBase

Huang Liangqiang Zhu Yan Tao Xiao

HBase access control fine-grained permissions

doi: 10.19734/j.issn.1001-3695.2018.08.0648

Intrusion detection algorithm based on depth sequence weighted kernel extreme learning

Wang Yang Wu Zhongdong Zhu Jing

deep belief network sequence learning kernel extreme learning

doi: 10.19734/j.issn.1001-3695.2018.08.0653

Research on data security protection method for enterprise private cloud

Chen Zhuang Qi Feng

private cloud domestic cryptographic algorithm data liner scrambling hybrid encryption

doi: 10.19734/j.issn.1001-3695.2018.08.0652

New analysis of low degree algebraic relation between input and output of 4 bit S-box

Cheng Yuedan Wei Yongzhuang Ye Tao

4 bit S-box lightweight encryption algorithms algebraic relationship

doi: 10.19734/j.issn.1001-3695.2018.08.0658

Real-time DDoS security system of software definition network based on kernel functions

Liu Min Teng Hua He Xianbo

software definition network network security denial-of-service attack

doi: 10.19734/j.issn.1001-3695.2018.09.0659

Virus propagation model for wireless sensor network driven by attack-defense game

Zhou Haiping Shen Shigen Huang Longjun Liu Ni

wireless sensor network propagation of virus attack-defense game

doi: 10.19734/j.issn.1001-3695.2018.08.0650

Differential privacy matrix factorization recommendation algorithm fusing tag similarity

Zheng Jian Wang Xiaoqian

recommendation system matrix factorization tag similarity

doi: 10.19734/j.issn.1001-3695.2018.08.0654

Technology of Network & Communication

Load balancing oriented scheduling scheme in edge computing network

Dong Qian Ma Yuxiang Li Jun

edge computing centralized control load balancing

doi: 10.19734/j.issn.1001-3695.2018.10.0673

Large file transfer based on improved slow start algorithm

Deng Bin Cheng Weiqing

transport protocol congestion control large file transfer

doi: 10.19734/j.issn.1001-3695.2018.09.0645

Efficient LFA implementation method based on incremental shortest path first algorithm

Geng Haijun Guo Xiaoying Yin Xia

i-SPF loop free alternates network failures

doi: 10.19734/j.issn.1001-3695.2018.09.0646

Assignment mechanism for spatial tasks in mobile crowd sensing

Xing Qian Sun Xuemei Yuan Chunmiao

mobile crowd sensing spatial tasks task allocation

doi: 10.19734/j.issn.1001-3695.2018.09.0644

High resolution range profile recognition based on deep belief network

Wang Honglin Li Wei Xu Qiang Xu Jianye Zhang Jun

deep belief network high resolution range profile reconstruction error

doi: 10.19734/j.issn.1001-3695.2018.09.0647

RFID tag group multiple bit-slot parallel identification protocol for EPC Gen2 standard

Yang Xin'ai Duan Fu

EPC Gen2 standard bit-slot FSA passive tags

doi: 10.19734/j.issn.1001-3695.2018.10.0642

Pilot allocation scheme for joint user location and spatial distance in massive MIMO

Zhou Xiaohai Huang Junwei

massive MIMO user classification angle of arrival

doi: 10.19734/j.issn.1001-3695.2018.07.0643

Digital self-interference cancellation method for frequency agility full duplex system

Huangfu Yafan Yang Chun Qiu Yongtao Liu Youjiang

DSIC frequency agility FD

doi: 10.19734/j.issn.1001-3695.2018.08.0641

Technology of Graphic & Image

Video hash algorithm based on 3D convolutional neural network

Liu Yuying Liu Hongzhe Yuan Jiazheng Li Bing

deep learning hashing method video retrieval

doi: 10.19734/j.issn.1001-3695.2018.07.0664

Abnormal crowd behavior detection and localization based on deep spatial-temporal convolutional neural network

Hu Xuemin Chen Qin Yang Li Yu Jin Tong Xiuchi

crowd abnormal behavior detection deep spatial-temporal convolutional neural network transfer learning

doi: 10.19734/j.issn.1001-3695.2018.09.0671

Document image binarization algorithm based on background estimation and U-Net

Xiong Wei Wang Xinrui Wang Juan Liu Min Zeng Chunyan

document image binarization contrast enhancement morphological closing operation

doi: 10.19734/j.issn.1001-3695.2018.07.0666

Safety helmet wearing detection study based on improved Faster RCNN

Xu Shoukun Wang Yaru Gu Yuwan Li Ning Zhuang Lihua Shi Lin

safety helmet wearing detection Faster RCNN multi-scale training

doi: 10.19734/j.issn.1001-3695.2018.07.0667

Crowd density estimation using hybrid convolution structure in static images

Fan Lyuyuan Tong Minglei Li Min Nan Hao

densely crowded scenes dilated convolution fractionally stride convolution

doi: 10.19734/j.issn.1001-3695.2018.06.0661

Occlusion information stereo matching approach based on adaptive weight

Zhang Yani Diao Qinqing Zhu Lingyun

stereo correspondence adaptive weight occlusion detection

doi: 10.19734/j.issn.1001-3695.2018.08.0669

Region-based expression invariant 3D face recognition

Sang Gaoli Zheng Zengguo Yan Chao

expression variations 3D face recognition region segment

doi: 10.19734/j.issn.1001-3695.2018.07.0665

Object recognition method based on lightweight depth network

Li Yahui Liu Jun

deep learning object detection lightweight

doi: 10.19734/j.issn.1001-3695.2018.07.0663

Off-line signature verification system based on novel contour features

Huang Wei Zhan Enqi Zheng Jianbin Wang Yang

off-line signature verification contour feature local binary pattern(LBP)

doi: 10.19734/j.issn.1001-3695.2018.07.0662

Hyperspectral image classification based on dimensionality reduction Gabor feature and decision fusion

Yang Xiujie Gao Li

hyperspectral image classification Gabor features

doi: 10.19734/j.issn.1001-3695.2018.09.0670

Image classification algorithm based on feature recalibration GAN

Jiang Daihong Zhang Sanyou Liu Qikai

generative adversarial network(GAN) image classification feature recalibration

doi: 10.19734/j.issn.1001-3695.2018.08.0668

Coding algorithm of multi-scaled adaptive threshold local ternary pattern

Zhang Yu Wang Qiang Li Bailin Gao Pan

local ternary pattern adaptive threshold multi-scale

doi: 10.19734/j.issn.1001-3695.2018.05.0569

Study on classification algorithm of arrhythmia signals based on machine learning

Liu Teng Tang Hong Zhang Shibing

arrhythmia signal classification and identification wavelet transform

doi: 10.19734/j.issn.1001-3695.2018.07.0545

Automatic segmentation of thyroid ultrasound images based on adaptive filtering combined with T-snake model

Zhou Chunyu Cheng Xianyi

thyroid ultrasonic image image segmentation T-snake

doi: 10.19734/j.issn.1001-3695.2018.09.0787

Research on image super-resolution algorithm based on improved convolutional neural network

Hu Xiaohui Zhang Jianguo

low resolution(LR) super-resolution(SR) convolution neural network

doi: 10.19734/j.issn.1001-3695.2018.10.0785

Fusion of multi-level image features for image-text matching

Hao Zhifeng Li Junfeng Cai Ruichu Wen Wen Wang Lijuan Li Yiting

image-text matching multi-level image features pre-trained features

doi: 10.19734/j.issn.1001-3695.2018.10.0780

Voxel template construction for skeletal damage type discrimination

Lu Fengwei He Kunjin Chen Yiren

skeleton template voxel model mapping

doi: 10.19734/j.issn.1001-3695.2018.10.0782

Survey2 Algorithm Research & Explore34 Technology of Information Security10 Technology of Network & Communication8 Technology of Graphic & Image17

About the Journal

Application Research of Computers Monthly Journal
Journal ID ISSN 1001-3695
CN 51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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the Core Journal of China (Peking University 2023 Edition)
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Journal of China Computer Federation
2020-2022 The World Journal Clout Index (WJCI) Report of Scientific and Technological Periodicals
Full-text Source Journal of China Science and Technology Periodicals Database
Source Journal of China Academic Journals Comprehensive Evaluation Database
Source Journals of China Academic Journals (CD-ROM Version), China Journal Network
2017-2019 China Outstanding Academic Journals with International Influence (Natural Science and Engineering Technology)
Source Journal of Top Academic Papers (F5000) Program of China's Excellent Science and Technology Journals
Source Journal of China Engineering Technology Electronic Information Network and Electronic Technology Literature Database
Source Journal of British Science Digest (INSPEC)
Japan Science and Technology Agency (JST) Source Journal
Russian Journal of Abstracts (AJ, VINITI) Source Journals
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