No. 3, 2019 - Official site of Journal of Application Research of Computers

Mar. 2019

Volume 36, Issue 3, Total Issue 329

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Survey

Survey on performance modeling of database systems

Zhang Jinwen Niu Baoning

database system performance model database system performance management query interaction

doi: 10.19734/j.issn.1001-3695.2018.01.0060

Survey of neural network model compression methods

Cao Wenlong Rui Jianwu Li Min

neural network model compression matrix decompression

doi: 10.19734/j.issn.1001-3695.2018.01.0061

Algorithm Research & Explore

Novel algorithm of overlapping subspace clustering under sparse condition

Qiu Yunfei Fei Bowen Liu Daqian Liu Xing

overlapping subspace clustering mixed norm overlapping probability model

doi: 10.19734/j.issn.1001-3695.2017.08.0904

Hybrid CNN-ELM model for short text classification

Han Zhonghe Xia Zhanguo Yang Ting

text classification convolutional neural network extreme learning machine

doi: 10.19734/j.issn.1001-3695.2017.09.0930

Online learning algorithm based on multi-task and multi-kernel for stream data

Pei Le Liu Qun

multi-task and multi-kernel learning online learning streaming data

doi: 10.19734/j.issn.1001-3695.2017.09.0921

Hybrid teaching-learning-based optimization algorithm for optimizing tardiness and energy cost on parallel machine scheduling

Wang Yongqi Wu Fei Jiang Xiaoxiao Wang Chunyuan

parallel machine scheduling tardiness energy

doi: 10.19734/j.issn.1001-3695.2017.09.0929

Parameter learning optimization of intelligent controller based on CARLA-PSO composite model

Gu Xuejing Zhang Mingru Wang Zhiliang Guo Yucheng

continuous action reinforcement learning automata particle swarm optimization intelligent PID controller

doi: 10.19734/j.issn.1001-3695.2017.09.0927

Adaptive adjustment of command and control structure based on artificial bee colony algorithm

Sun Peng Wu Junsheng Chen Guanyu Zhang Jieyong

command and control organization organizational structure adaptive adjustment

doi: 10.19734/j.issn.1001-3695.2017.09.0919

Study of distributional representation of Chinese words

Cao Xuefei Li Jihong Wang Ruibo

distributional representation semantic similarity pointwise mutual information

doi: 10.19734/j.issn.1001-3695.2017.09.0917

Identification algorithm of high breaching risk member for Internet financial platform

Yang Xiaohui Guo Binghui Mi Zhilong Zheng Zhiming

risk propagation complex network Internet banking

doi: 10.19734/j.issn.1001-3695.2017.09.0928

Short-term traffic flow forecasting based on kernel learning methods

Wang Qiuli Li Jun

kernel learning methods short-term traffic flow forecasting

doi: 10.19734/j.issn.1001-3695.2017.09.0916

Research on life cycle prediction model of micro-blog based on opinion leaders

Huang Xianying Yang Linfeng Liu Xiaoyang Gao Mindong

communication model opinion leader influence

doi: 10.19734/j.issn.1001-3695.2017.09.0945

Detection of anomalies in GPS data before and after earthquakes

Li Nan Kong Xiangzeng Lin Ling

earthquake Martingale theory anomaly detection

doi: 10.19734/j.issn.1001-3695.2017.09.0931

Research on causal reasoning method of domain ontology based on Bayesian network

Wang Hong Guo Xiaodan Zhu Han

civil aviation emergencies domain ontology Bayesian networks(BN)

doi: 10.19734/j.issn.1001-3695.2017.09.0926

Recommendation algorithm for bipartite graph network structure based on differential path weight

Gao Changyuan Duan Wenbin Zhang Shuchen

bipartite network structure differential path weight recommendation algorithm

doi: 10.19734/j.issn.1001-3695.2017.09.0905

Research on de-noising of AE signals of coal-gas outbursts by improved PF algorithm

Fu Hua Qi Xiaojuan

coal-gas outbursts acoustic emission signal de-noising

doi: 10.19734/j.issn.1001-3695.2017.09.0924

Shilling-attack-tolerant recommendation algorithm based on attribute facilitated matrix completion

Zhou Yuxuan Chen Lei Zhang Hanfeng

recommender system shilling attack L2,1-norm regularization

doi: 10.19734/j.issn.1001-3695.2017.09.0906

Parameter tuning of fractional order PI^λ controller based on artificial fish school algorithm

Zhang Xuedian Wang Fuyan Qin Xiaofei

artificial fish school algorithm image method fractional-order PIλcontroller

doi: 10.19734/j.issn.1001-3695.2017.09.0915

Occupancy detection based on extreme gradient boosting decision model

Xu Xinwei Ding Jing'an Liu Zhicai Wang Duomei Teng Xiang Shao Ruirui

big data of green buildings occupancy detection MCMR

doi: 10.19734/j.issn.1001-3695.2017.09.0907

Policy lineage network construction and evolution mechanism of communication

Liu Gang Li Tao Lu Caixia Cui Yidong

policy system policy lineage network machine learning

doi: 10.19734/j.issn.1001-3695.2017.09.0918

Traffic assignment model and algorithm based on straight line inverse λ fundamental diagram

He Shengxue

transportation planning traffic assignment congestion

doi: 10.19734/j.issn.1001-3695.2017.09.0923

Research on text classification method of multi-class classifier fusion

Li Huifu Lu Guang

text classification classifier fusion principal component analysis

doi: 10.19734/j.issn.1001-3695.2017.09.0908

Prediction method of supply and demand for online car based on recurrent neural networks

An Lei Zhao Shuliang Wu Yongliang Chen Runzi Li Jiaxing

long short-term memory recurrent neural networks online car traffic optimization

doi: 10.19734/j.issn.1001-3695.2017.10.0979

Grid-based taxi dispatching method based on reinforcement learning

He Shengxue

urban transportation taxi dispatching reinforcement learning

doi: 10.19734/j.issn.1001-3695.2017.11.0995

Application of multi-grain temporal features in churn prediction

Shi Hongbin Yan Jianfeng Bai Ruirui Xu Caixu Xu Guanggen

churn prediction time series data multi-granularity

doi: 10.19734/j.issn.1001-3695.2017.10.0987

Application of improved deep belief network in traffic flow forecasting

Zhao Shuxu Cui Fang

traffic flow forecast deep belief network continuous restricted Boltzmann machine

doi: 10.19734/j.issn.1001-3695.2017.10.0988

Research on wood quality for musical instrument recognition using convolutional neural network

Huang Yinglai Li Xiaoshuang Zhao Peng

convolutional neural network grid search spectrogram

doi: 10.19734/j.issn.1001-3695.2017.10.0990

Hesitant multi-attribute association decision making method based on IVHFWHM operator

Zhang Ying Yan Yichun

interval-valued hesitant fuzzy numbers Heronian mean operator interval-valued fesitant fuzzy weighted Heronian mean operator

doi: 10.19734/j.issn.1001-3695.2017.10.0975

Real-coded quantum SOS algorithm and its application in cloud task scheduling

Li Kunlun Guan Liwei

genetic quantum algorithm symbiotic organisms search difference degree

doi: 10.19734/j.issn.1001-3695.2017.10.0977

Bidirectional time-efficient A^* algorithm for robot path planning

Gao Mindong Zhang Yani Zhu Lingyun

path planning heuristic algorithm time-efficient A* algorithm

doi: 10.19734/j.issn.1001-3695.2017.10.0982

Particle filter multi-speakers tracking algorithm based on GPU and its application

Cao Jie Huang Kaijie Wang Jinhua

GPU particle filter K-means

doi: 10.19734/j.issn.1001-3695.2017.10.0981

Classifying emotional EEG using sparse representation method

Deng Xin Gao Fengxing Mi Jianxun Li Danni Wang Jin Tang Yun

EEG sparse representation emotion

doi: 10.19734/j.issn.1001-3695.2017.11.0992

KFDA-Boosting algorithm oriented to imbalanced data classification

Wang Lai Fan Chongjun Yang Yunpeng Yuan Guanghui

kernel Fisher discriminant analysis ensemble learning imbalanced data

doi: 10.19734/j.issn.1001-3695.2017.10.0978

Wholesale pricing in dual-channel supply chain with suggested retail price

Liu Hao Wang Zhiping Li Taoying

suggested retail price dual-channel wholesale price

doi: 10.19734/j.issn.1001-3695.2017.11.0994

System Development & Application

Using Pareto dominance relationship to realize efficient tripe-objective differential evolution algorithm

Xu Yulong Pan Xu Wang Zhongyi Sheng Mengyuan Wang Linjing

tripe-objective Pareto non-dominated solution sorted

doi: 10.19734/j.issn.1001-3695.2017.09.0909

Research on construction of composite grid map for mobile robot in greenhouse

Shi Bing Duan Suolin Li Ju Wang Peng Zhu Yifei

greenhouse mobile robot grid map

doi: 10.19734/j.issn.1001-3695.2017.09.0963

Research on railway scattered freight customer churn prediction based on parallel C4.5 decision tree algorithm

Zhang Bin Peng Qiyuan Liu Fanxiao

railway transportation scattered freight customer churn

doi: 10.19734/j.issn.1001-3695.2017.09.0912

Research on object storage and retrieval system for space application data

Gong Pijin Lyu Congmin Gong Yongsheng

object storage attribute management HBase database

doi: 10.19734/j.issn.1001-3695.2018.03.0129

Efficient relational database keyword search method based on schema graph

Fei Yunfeng Ding Guohui Teng Yiping Li Jing Sun Shasha

relational database keyword query information retrieval

doi: 10.19734/j.issn.1001-3695.2018.02.0130

Similarity measure method of multiple typhoon time series

Huang Dongmei Zheng Xia Zhao Danfeng Wang Lilin

similarity measure multiple time series integrity

doi: 10.19734/j.issn.1001-3695.2017.09.0910

Simulation of prediction for free parking spaces in large parking lots

She Fei Qiu Jiandong Tang Min'an

unoccupied parking space grey neural network prediction

doi: 10.19734/j.issn.1001-3695.2017.09.0922

New improvement and implementation of hybrid collaborative filtering algorithm based on Spark platform

Wang Yuanlong Sun Weizhen Xiang Yong

integrated learning collaborative filtering sparsity

doi: 10.19734/j.issn.1001-3695.2017.10.0933

Design of Atrous filter to strengthen small object detection capability of SSD

Wen Jiewen Zhan Yinwei Li Chuhong Lu Jianbiao

SSD object detection Atrous

doi: 10.19734/j.issn.1001-3695.2017.09.0967

Using lexical statistical features in extracting sentimental words and classifying product reviews

Han Tonghui Yang Dongqiang Ma Hongwei

statistical features extracting sentimental words classifying product reviews

doi: 10.19734/j.issn.1001-3695.2017.09.0913

Technology of Network & Communication

One access authentication architecture and method for software defined space-ground integration network

Hu Zhiyan Du Xuehui Cao Lifeng

space-ground integration network software defined network(SDN) access authentication architecture

doi: 10.19734/j.issn.1001-3695.2017.09.0944

Task dividing of network emulation for fusion of virtualization and digital simulation

Wu Wenyan Jiang Xin Wang Xiaofeng Liu Yuan

virtualization digital simulation fusion emulation

doi: 10.19734/j.issn.1001-3695.2017.09.0943

Improved model based on MCM for simulation of multiple uncorrelated wireless channel model

Yin Lisheng Ren Shuai Liu Dongmei He Yigang

channel simulation Rayleigh fading channels multipath

doi: 10.19734/j.issn.1001-3695.2017.09.0950

Adaptive bandwidth allocation algorithm based on two stage controller and linear model

Zhao Haijun Zhang Lei He Xianbo Cui Mengtian

controller linear model virtual network(VN)

doi: 10.19734/j.issn.1001-3695.2017.09.0946

Research on algorithm of VNF allocation and scheduling problems in security service chain

Huang Rui Zhang Hongqi

security service chain virtual network function(VNF) software defined network(SADN)

doi: 10.19734/j.issn.1001-3695.2017.09.0949

Network big data knowledge extension algorithm based on variable granularity and opportunistic scheduling

Huang Jinguo Liu Tao Zhou Xianchun Yan Xijun

network big data knowledge engineering knowledge extension

doi: 10.19734/j.issn.1001-3695.2017.09.0947

Research on channel access mechanism of anti packet loss for IEEE 802.15.4 network based on Markov chain

Cheng Hongbin Le Deguang Wang Xiaonan Wang Haijun Sun Xia

IEEE 802.15.4 MAC Markov chain collision probability

doi: 10.19734/j.issn.1001-3695.2017.10.0954

Resource allocation scheme for D2D communication in mmWave 5G network

Wen Kai Chen Yongli Zheng Wenqian Yan Biao

millimeter wave D2D resource allocation

doi: 10.19734/j.issn.1001-3695.2017.10.0953

Technology of Information Security

Certificateless signcryption scheme of verifiable security without pairing

Chen Hong Zhao Yue Xiao Chenglong Xiao Zhenjiu Song Hao

certificateless signcryption confidentiality unforgeability

doi: 10.19734/j.issn.1001-3695.2017.10.0938

Design and realization of SDN trusted connection

Li Zhaobin Liu Mengtian Wei Zhanzhen Wang Shourong

software-defined networking trusted connection integrated authentication

doi: 10.19734/j.issn.1001-3695.2017.09.0937

Steganalysis method for have message in BitTorrent protocol

Xu Xinyi Zhai Jiangtao Dai Yuewei

BitTorrent network network steganalysis information security

doi: 10.19734/j.issn.1001-3695.2017.10.0939

Research on intra-domain routing protection scheme based on software defined network

Zhang Ju Geng Haijun

software defined network open shortest path first backup next hop

doi: 10.19734/j.issn.1001-3695.2017.10.0951

Text filtering method based on term selection and Rocchio classifier in Uyghur forum

Ruxianguli·Abudurexiti Yasen·Aizezi Aishan·Wumaier Alimujiang·Aisha

Uyghur forum text filtering N-gram statistical model

doi: 10.19734/j.issn.1001-3695.2017.10.0940

Personalized location privacy protection algorithm in crowd sensing networks

Hu Min Zhang Yan Huang Hongcheng

location privacy protection personalization sensitive level

doi: 10.19734/j.issn.1001-3695.2017.10.0941

Technology of Graphic & Image

Face recognition based on limit distance optimization

Zhou Shengyang Zou Hua Xiao Chunxia

face recognition feature extraction local binary pattern

doi: 10.19734/j.issn.1001-3695.2017.10.1016

Face gender recognition based on multi-layer feature fusion convolution neural network with adjustable supervisory function

Shi Xuechao Zhou Yatong Chi Yue

face gender recognition multi-layer feature fusion convolution neural network(CNN)

doi: 10.19734/j.issn.1001-3695.2017.10.0976

Action recognition based on improved deep convolutional neural network

Chen Shengdi Wei Wei He Bingqian Chen Siyu Liu Jiyuan

action recognition batch normalization deep learning

doi: 10.19734/j.issn.1001-3695.2017.10.1017

Efficient range Doppler imaging algorithm for multi-array synthetic aperture sonar based on OpenMP

Zhong Heping Huang Pan Tang Jinsong

synthetic aperture sonar range Doppler imaging algorithm parallel computing

doi: 10.19734/j.issn.1001-3695.2017.10.1015

Similarity calculation of 3D CAD model based on particle swarm algorithm

Gao Xueyao Chen Yunan Zhang Chunxiang

shape difference model similarity particle swarm algorithm

doi: 10.19734/j.issn.1001-3695.2017.09.0961

Efficient and robust video retrieval for human activity with fuzzy weight

Zhang Han Han Yi Li Yuexin

video retrieval behavior recognition fuzzy clustering

doi: 10.19734/j.issn.1001-3695.2017.08.0956

Survey2 Algorithm Research & Explore32 System Development & Application10 Technology of Network & Communication8 Technology of Information Security6 Technology of Graphic & Image6

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.

Indexed & Evaluation

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)