No. 10, 2019 - Official site of Journal of Application Research of Computers

Oct. 2019

Volume 36, Issue 10, Total Issue 336

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Survey

Evolution process of blockchain P2P network protocol

Wu Yue Li Junxiang

blockchain P2P network Bitcoin

doi: 10.19734/j.issn.1001-3695.2018.07.0365

Review on application of bi-level programming in post-disaster emergency supplies scheduling

Wang Fuyu Li Yan

sudden disaster bi-level programming emergency supplies scheduling

doi: 10.19734/j.issn.1001-3695.2018.06.0366

Survey on material perception based on computer vision

Zou Lingyun Wu Shiqian Fang Hongping Huang Zhikai

material perception computer vision vision perception

doi: 10.19734/j.issn.1001-3695.2018.07.0364

Algorithm Research & Explore

Matrix factorization recommendation model based on side information

Jiang Wei Qin Zhiguang

recommender system hybrid collaborative filtering matrix factorization

doi: 10.19734/j.issn.1001-3695.2018.03.0206

Method for tag recommendation of tensor decomposition based on multiple relationships

Zeng Hui Hu Qiang Gan Xiuxiu

tag recommendation tensor factorization weight

doi: 10.19734/j.issn.1001-3695.2018.04.0215

Research on labeled bilingual topic model for cross-lingual text classification and label recommendation

Tian Mingjie Cui Rongyi

topic model label cross-lingual text classification

doi: 10.19734/j.issn.1001-3695.2018.04.0216

Text similarity calculation based on WMF_LDA topic model

Zhang Lu Lu Tianliang Du Yanhui

word semantics word merging POS(part-of-speech) filtering

doi: 10.19734/j.issn.1001-3695.2018.04.0219

Joint learning method based on BLSTM for Chinese word segmentation

Zhang Dengyi Hu Si Xu Aiping

Chinese word segmentation large-scale corpora joint learning

doi: 10.19734/j.issn.1001-3695.2018.03.0239

Multidimensional feature extraction and integrated diagnosis of COPD

Fang Youli Wang Hong Di Ruitong Wang Lutong Song Yongqiang

COPD(chronic obstructive pulmonary disease) multidimensional features integration method

doi: 10.19734/j.issn.1001-3695.2018.03.0204

Distant supervision relationship extraction based on GRU and attention mechanism

Huang Zhaowei Chang Liang Bin Chenzhong Sun Yanpeng Sun Lei

deep learning distant supervision GRU

doi: 10.19734/j.issn.1001-3695.2018.03.0197

Research on timetabling optimization algorithm based on inter curriculum association rules

Pang Shujie Liu Qicheng Mu Chunxiao

students′ elective courses college scheduling association rules

doi: 10.19734/j.issn.1001-3695.2018.04.0249

Parallel collaborative filtering recommendation algorithm based on social networks and key users

Xiao Chenglong Wang Ning Wang Yonggui

social networking parallelization key users

doi: 10.19734/j.issn.1001-3695.2018.04.0245

Clustering ensemble algorithm based on multi-granulation rough set

Yu Peiqiu Li Jinjin Lin Guoping

multi-granulation rough set clustering ensemble Otsu's method

doi: 10.19734/j.issn.1001-3695.2018.04.0217

Robust fuzzy clustering algorithm based on cross entropy

Yao Lan Yan Hanbing Wei Zefeng

fuzzy clustering cross entropy FCM

doi: 10.19734/j.issn.1001-3695.2018.03.0198

Fuzzy information extraction based on improved chaotic partition algorithm

Wan Fucheng

large data chaos partition algorithm

doi: 10.19734/j.issn.1001-3695.2018.03.0209

Application of feature combination method of denoising autoencoder and BPSO in TCM

Huang Canyi Du Jianqiang Nie Bin Zeng Qingxia Zhu Zhipeng Yu Fang

denoising autoencoder(DA) BPSO nonlinear

doi: 10.19734/j.issn.1001-3695.2018.03.0207

Feature extraction and prediction of QAR data based on CNN-LSTM

Zhang Peng Yang Tao Liu Yanan Fan Zhiyong Duan Zhaobin

deep learning CNN(convolutional neural network) LSTM(long short-term memory)

doi: 10.19734/j.issn.1001-3695.2018.04.0214

Feature selection method combining improved CHI and weighted ECE

Cai Zhen Gao Jian Qin Xiaojun

chi-square statistics expected cross-entropy feature selection

doi: 10.19734/j.issn.1001-3695.2018.03.0240

Dynamic interactive network over matrix-space for recognizing textual entailment

Huo Huan Liu Liang

textual entailment recognition interactive network matrix space

doi: 10.19734/j.issn.1001-3695.2018.03.0196

Anti-interference method based on Frank coding

Hu Haitao Zhang Jianyun Zhou Qingsong

anti-mainlobe interference phase encoding matched filtering

doi: 10.19734/j.issn.1001-3695.2018.04.0251

Signal denoising method based on bee colony algorithm and new threshold function

Deng Gaofeng Ye Jincai Wang Guofu Zhang Faquan

wavelet analysis artificial bee colony algorithm adjustment parameters

doi: 10.19734/j.issn.1001-3695.2018.04.0254

Solving method for decision-makers configuration problem based on global update rule of ant colony algorithm

Chen Guanyu Sun Peng Liao Mengchen Zhang Jieyong Wu Junsheng

decision-makers configuration combat-task-oriented root mean square(RMS)

doi: 10.19734/j.issn.1001-3695.2018.03.0205

Application of improved genetic algorithm in function optimization

Yan Chun Li Meixuan Zhou Xiao

function optimization genetic algorithm global optimization

doi: 10.19734/j.issn.1001-3695.2018.03.0242

Gene expression data classification method based on FCBF feature selection and ensemble optimized learning

Ma Chao

feature selection ensemble learning microarray gene expression data

doi: 10.19734/j.issn.1001-3695.2018.04.0248

Blind separation of speech mixtures based on improved glowworm swarm optimization

Li Zhucheng Huang Xianglin

glowworm swarm optimization(GSO) blind source separation blind speech separation

doi: 10.19734/j.issn.1001-3695.2018.03.0202

Heuristic algorithm for unequal area facility layout problem with multiple objectives

Liu Jingfa Liu Jun

facility layout problem heuristic algorithm multi-objective optimization

doi: 10.19734/j.issn.1001-3695.2018.03.0203

Research on methods of robot accuracy compensation based on PSO-ELM

Feng Yuming Dong Xiucheng Jin Tao

robot accuracy compensation extreme learning machine

doi: 10.19734/j.issn.1001-3695.2018.03.0210

Inverse method to determine wall boundary convective heat fluxes in indoor environments

Lei Lei Xue Yu

inverse modeling thermal boundary condition Tikhonov regularization

doi: 10.19734/j.issn.1001-3695.2018.04.0247

Research on robust battery swap stations location model of electric vehicles

Liu Hui Zhang Di Yang Chao

electric vehicles battery swap stations location uncertain demand

doi: 10.19734/j.issn.1001-3695.2018.04.0246

Multi-agent cooperation rescue algorithm based on influence degree and state prediction

Zheng Yanbin Ma Guangfu Wang Linlin Xi Pengxue

multi-agent information filtering state prediction

doi: 10.19734/j.issn.1001-3695.2018.03.0208

Terminal sliding-mode synchronization of uncertain fractal Sprott-C chaotic system with unknown parameters

Yan Lihong

fractional-order chaotic system sliding-mode control synchronization

doi: 10.19734/j.issn.1001-3695.2018.04.0344

Cloud computing task scheduling algorithm based on IFWA-ABC

Chen Xuan Wang Dawei Wang Changliang Long Dan

fireworks algorithm artificial bee colony algorithm cloud computing

doi: 10.19734/j.issn.1001-3695.2018.04.0213

Memory density research in traffic signal control system based on NS-BML model

Li Xinghua Huo Yanfeng Jin Congcong Song Bo Li Chunhua

cellular automata management and control of traffic signals memory density

doi: 10.19734/j.issn.1001-3695.2018.05.0257

Research on flexible Job-Shop scheduling problem with AGV constraints and behavioral effects

Xu Yunqin Ye Chunming Cao Lei

AGV FJSP learning effects

doi: 10.19734/j.issn.1001-3695.2018.03.0243

Technology of Information Security

Improved McEliece variant scheme based on parity-check codes

Li Mengdong Sun Yuqing Wei Yi'er Cheng Sipei

QC-LDPC(quasi-cyclic low density parity check) QC-MDPC(quasi-cyclic medium density parity check) McEliece PKC

doi: 10.19734/j.issn.1001-3695.2018.04.0349

MACSec security association scheme for trusted computing environment

Xiao Yuelei Wu Junsheng Zhu Zhixiang

media access control security association trusted computing

doi: 10.19734/j.issn.1001-3695.2018.04.0856

Anonymous algorithm based on local partition

Wang Fang Yu Dunhui Zhang Wanshan

privacy-preserving data publishing <i>k</i>-anonymity <i>l</i>-diversity

doi: 10.19734/j.issn.1001-3695.2018.05.0352

Hardware Trojan detection method based on IFCM weighted SVDD

Wei Yanhai Li Xiongwei Zhang Yang Hu Xiaoyang Zhang Kunpeng

hardware Trojan side-channel signals improved fuzzy C-means method(IFCM)

doi: 10.19734/j.issn.1001-3695.2018.05.0315

Android malware detection method based on meta-information

Li Jianghua Qiu Chen

Android malware detection meta information application description

doi: 10.19734/j.issn.1001-3695.2018.04.0312

Parallel network intrusion detection method based on ReliefF and improved crow search optimization

Ma Chao

crow search algorithm intrusion detection parallel computing

doi: 10.19734/j.issn.1001-3695.2018.06.0309

Technology of Network & Communication

Optimization scheme for SDN controllers’ placement based on IBPSO

Wang Xiao Yang Jinmin

software defined network controllers' placement load balancing

doi: 10.19734/j.issn.1001-3695.2018.03.0225

Street environment V2V communication channel modeling and capacity analysis

He Yigang Xu Yue Li Bing Ning Shuguang Zhang Chaoqun

V2V communication channel model related functions

doi: 10.19734/j.issn.1001-3695.2018.04.0253

Spectrum allocation of cognitive radio network based on binary fireworks optimization algorithm

Yang Jun Zhang Damin He Qing Pan Zhiyuan

cognitive radio network spectrum allocation binary fireworks optimization algorithm

doi: 10.19734/j.issn.1001-3695.2018.04.0252

Trajectory tracking method based on channel status information

Hao Zhanjun Li Beibei Dang Xiaochao

CSI signal trajectory tracking trilateral positioning

doi: 10.19734/j.issn.1001-3695.2018.07.0367

Coding aware opportunistic routing scheme for software-defined airborne backbone networks

Ding Ran Liang Jun Xiao Nan Sun Weichao

software defined network airborne backbone networks network coding

doi: 10.19734/j.issn.1001-3695.2018.03.0227

Dynamic deployment mechanism for service chain oriented software-defined networking

Liu Yicen Lu Yu Wang Shan Chen Xingkai Qiao Wenxin

software-defined networking(SDN) service function chain(SFC) optimal deployment

doi: 10.19734/j.issn.1001-3695.2018.03.0226

Rumor spreading based on network structural supportiveness model in social network

Wang Lubang Li Shouwei

social network network structure structural supportiveness

doi: 10.19734/j.issn.1001-3695.2018.04.0229

Study on throughput in slotted 802.15.4 network based on hidden terminal

Cheng Hongbin Wang Xiaonan Le Deguang Sun Xia

hidden terminal throughput channel access

doi: 10.19734/j.issn.1001-3695.2018.03.0224

Research and application of multi-feature sets based ensemble clustering method for mobile App traffic

Wu Zhimin Liu Zhen Wang Ruoyu Chen Jietong

mobile App traffic traffic statistics features ensemble clustering

doi: 10.19734/j.issn.1001-3695.2018.04.0250

Technology of Graphic & Image

Improved deep convolutional neural network for human action recognition

He Bingqian Wei Wei Zhang Bin Gao Lianxin Song Yanbei

action recognition deep learning spatio-temporal pyramid

doi: 10.19734/j.issn.1001-3695.2018.06.0361

Occluded facial expression recognition based on generative adversarial networks

Wang Suqin Gao Yudou Zhang Jiaqi

facial expression recognition partial occlusion face completion

doi: 10.19734/j.issn.1001-3695.2018.06.0360

Intelligent face recognition algorithm based on spectral feature extraction and linear regression classification

Chen Wenbin Zeng Lulin

face recognition linear regression fast Fourier transform

doi: 10.19734/j.issn.1001-3695.2018.04.0336

Improved least-squares and Kalman filtering real-time image stabilization

Gu Le Chen Zhiyun

electronic image stabilization feature points matching least squares method

doi: 10.19734/j.issn.1001-3695.2018.05.0355

Real-time occupancy grid mapping using ORB-SLAM2

Lu Jianwei Wang Yaoli

ORB-SLAM2 inverse sensor model grid map

doi: 10.19734/j.issn.1001-3695.2018.05.0338

Stereo vision multi-object tracking for intelligent vehicle using joint probabilistic data association in Lie group

Zhang Qi Hu Guangdi Zhu Xiaoyuan Chen Yadong

smart driving system stereo vision moving objects tracking

doi: 10.19734/j.issn.1001-3695.2018.06.0362

Research on multivariate filtering method based on vector similarity

He Xiaojun Xu Aigong Li Yu

vector similarity similarity measure vector filtering

doi: 10.19734/j.issn.1001-3695.2018.05.0342

Image target classification algorithm based on adaptive false nearest neighbors method for convolution nerve network optimization

Huang Zhen Li Zhihao Yuan Yi Ruan Wenhui

convolutional neural network false nearest neighbors target classification

doi: 10.19734/j.issn.1001-3695.2018.05.0339

Novel generalized entropy image segmentation based on improved wolf pack algorithm

Jiao Ruifang Fan Jiulun

wolf pack algorithm(WPA) periodic random disturbance strategy chaotic global search

doi: 10.19734/j.issn.1001-3695.2018.05.0357

Improved activation function based on power linear unit

Luo Xunhao Li Peihua

power linear unit parametric activation function convolutional neural network(CNN)

doi: 10.19734/j.issn.1001-3695.2018.04.0331

Color image quality assessment and optimization based on K-means clustering

Wu Mingming Chen Yong Fang Hao

image quality assessment(IQA) K-means clustering principal component analysis(PCA)

doi: 10.19734/j.issn.1001-3695.2018.04.0334

Item recognition based on Faster R-CNN in service robot

Shi Jie Zhou Yali Zhang Qizhi

service robot deep learning Faster R-CNN

doi: 10.19734/j.issn.1001-3695.2018.03.0311

Chinese finger language recognition using CapsNet

Hao Ziyu Alifu·Kuerban Li Xiaohong Yisa·Watbek

sign language finger language recognition neural network

doi: 10.19734/j.issn.1001-3695.2018.05.0341

Research on deep learning based on improved minimal classification error criterion algorithm：take typhoon satellite image as example

Zheng Zongsheng Hou Qian Zou Guoliang Lu Qi

deep learning convolutional neural network cross entropy

doi: 10.19734/j.issn.1001-3695.2018.04.0335

Chinese fonts style transfer based on generative adversarial networks

Teng Shaohua Kong Lengrui

style transfer generative adversarial networks(GAN) convolutional neural networks

doi: 10.19734/j.issn.1001-3695.2018.04.0330

Field scene road guidance technology based on graph reasoning model and intelligent optimization

Hua Xia Wang Xinqing Ma Zhaoye Wang Dong Shao Faming

Markov random field Laplace support vector machine differential immune clone evolution

doi: 10.19734/j.issn.1001-3695.2018.04.0332

Dark channel prior image dehazing method based on optimization transmission and semi-inverse algorithm

Peng Liting Li Bo

dark channel prior transmission wavelet transform

doi: 10.19734/j.issn.1001-3695.2018.03.0329

Image distortion judgement based on Gabor wavelet and CNN

Li Pengcheng Wu Tao Zhang Shanqing

convolutional neural network Gabor wavelet image distortion type

doi: 10.19734/j.issn.1001-3695.2018.03.0231

Key frame extraction algorithm based on feature of moving target

Tian Lihua Zhang Mi Li Chen

key frame extraction Gaussian mixed model detection SIFT(scale invariant feature transform)

doi: 10.19734/j.issn.1001-3695.2018.06.0363

Moving object detection and tracking based on composite dynamic model and evidential fusion framework

Cheng Wei Wu Haibin Zheng Hongqing

detection and tracking of moving object multiple-sensor system classification algorithms

doi: 10.19734/j.issn.1001-3695.2018.04.0281

Behavior recognition algorithm based on DRN and Faster R-CNN fusion model

Yang Nan Yang Shen Du Neng

behavior recognition DRN(dilated residual networks) Faster R-CNN

doi: 10.19734/j.issn.1001-3695.2018.05.0354

Feature point processing and position recovery optimization algorithm in 3D reconstruction system

Xu Jianpeng Bu Fanliang

three-dimensional reconstruction feature points artificial neural networks

doi: 10.19734/j.issn.1001-3695.2018.05.0359

Survey3 Algorithm Research & Explore31 Technology of Information Security6 Technology of Network & Communication9 Technology of Graphic & Image22

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 Second National Periodical Award 100 Key Journals
Double Effect Journal of China Journal Formation
the Core Journal of China (Peking University 2023 Edition)
the Core Journal for Science
Chinese Science Citation Database (CSCD) Source Journals
RCCSE Chinese Core Academic Journals
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
Full-text Journal of EBSCO, USA
Cambridge Scientific Abstracts (Natural Sciences) (CSA(NS)) core journals
Poland Copernicus Index (IC)
Ulrichsweb (USA)