No. 8, 2020 - Official site of Journal of Application Research of Computers

Aug. 2020

Volume 37, Issue 8, Total Issue 346

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Survey

Survey of few-shot learning based on deep neural network

Li Xinye Long Shenpeng Zhu Jing

few-shot learning data enhancement migration learning

doi: 10.19734/j.issn.1001-3695.2019.03.0036

Research status and prospect of vision SLAM

Wu Fan Zong Yantao Tang Xiaqing

simultaneous localization and mapping(SLAM) inter-frame estimation deep learning

doi: 10.19734/j.issn.1001-3695.2019.02.0035

Algorithm Research & Explore

Parallelized community detection algorithm based on Spark

Liu Dongjiang Li Jianhui

community detection Spark parallelized algorithm

doi: 10.19734/j.issn.1001-3695.2019.03.0053

Joint optimization method for multi-workflow task scheduling in mobile cloud computing environment

Song Zuyao Dai Yueming

mobile cloud computing task integration multitask concurrency

doi: 10.19734/j.issn.1001-3695.2019.02.0058

Representation for implicit feedback recommender

Mei Lanxiang Yu Xue

recommender system representation learning bipartite network

doi: 10.19734/j.issn.1001-3695.2019.02.0063

Topic clustering of academic literature abstracts based on WBLDA

Pan Xiaoying Wu Zhe Chen Liu Yang Fang

topic clustering ITF-IDF WBLDA

doi: 10.19734/j.issn.1001-3695.2019.02.0040

Path planning method of multimodal transportation for long and bulky cargo based on interference degree

Zhang Yinggui Luo Yan Lei Dingyou Zhao Tianwei

long and bulky cargo path planning of multimodal transportation interference degree function

doi: 10.19734/j.issn.1001-3695.2019.02.0085

Hashing image retrieval based on bilinear iterative quantization

Cui Wencheng Xu Panpan Shao Hong

hashing image retrieval bilinear

doi: 10.19734/j.issn.1001-3695.2019.02.0066

Collaborative filtering recommendation algorithm based on biased metric factorization and implicit feedback

Chen Yiran Zheng Jun

recommendation system matrix factorization metric learning

doi: 10.19734/j.issn.1001-3695.2019.02.0038

Target level sentiment classification based on deep memory network

Zuo Mei Jing Xiaoyuan

target level sentiment classification deep memory network(DMN) sentiment polarity

doi: 10.19734/j.issn.1001-3695.2019.02.0049

ICAMF-CC：improved context aware matrix factorization algorithm

Luo Guoqian Liu Zhiyong Zhang Mingyan Zhang Jiaxin Liu Yapeng

context-aware matrix factorization item bias context weights

doi: 10.19734/j.issn.1001-3695.2019.03.0054

Consensus protocol of Hegselmann-Krause opinion dynamics based on common neighbors and its stability analysis

Xie Guangqiang Cai Songjie Li Yang Huang Chi

consensus multi-agent system switching network

doi: 10.19734/j.issn.1001-3695.2019.03.0057

Peer grading algorithm against malicious evaluation for collaborative learning

Zhao Mingming Wang Cong Li Min

peer grading collaborative learning malicious evaluation

doi: 10.19734/j.issn.1001-3695.2019.03.0055

Research on novelty problems in recommendation systems

Xu Yuanping Chen Xiang

recommendation algorithm accuracy novelty

doi: 10.19734/j.issn.1001-3695.2019.03.0046

Hybrid control for enhancing consensus of multiagent systems

Xie Guangqiang Huang Chi Li Yang Cai Songjie

multiagent systems(MAS) consensus protocol switching topology

doi: 10.19734/j.issn.1001-3695.2019.04.0084

Application of multi-objective optimization in feature selection subset evaluation

Wan Hong Li Mengmeng Wang Haofeng Yue Caitong Wang Li Shang Zhigang

feature selection(FS) multi-objective optimization particle swarm optimization(PSO)

doi: 10.19734/j.issn.1001-3695.2019.03.0043

Improved wolf pack algorithm for multi-constrained sparse array Synthesis

Wang Ting Xia Kewen Tang Lijun Zhou Wei

sparse array constrained optimization problems side-lobe level

doi: 10.19734/j.issn.1001-3695.2019.01.0059

Body area network data fusion method based on deep neural decision forests

Zhang Hui Wang Yang Li Chang Zhang Xin Zhao Chuanxin

body area network data fusion convolutional neural network(CNN)

doi: 10.19734/j.issn.1001-3695.2019.04.0045

Mining of video character relationship based on positive and negative association rules under MapReduce frame

Zhu Jin Huai Libo Cui Rongyi Wang Qi

video character relationship positive and negative association rules refinement of person relation

doi: 10.19734/j.issn.1001-3695.2019.02.0041

Pythagorean hesitant fuzzy aggregation operators and their applications in decision making

He Xia Liu Weifeng Du Yingxue

Pythagorean hesitant fuzzy set Pythagorean hesitant fuzzy number aggregation operator

doi: 10.19734/j.issn.1001-3695.2019.02.0044

Particle swarm optimization for dynamic spatial variability of superior quality individuals

Sun Hui Deng Zhicheng Zhao Jia Wang Hui

particle swarm optimization superior quality individuals dynamic spatial variability

doi: 10.19734/j.issn.1001-3695.2019.03.0056

Ant lion optimization algorithm integrating with Lévy flight and golden sine

Yu Jianfang Liu Sheng Wang Junjie Lu Xiaoyi

ant lion optimization algorithm gold sine Lévy flight

doi: 10.19734/j.issn.1001-3695.2018.11.0959

Combination low-speed car-following model based on IDM and RBFNN

Luo Ying Qin Wenhu

low-speed car-following NGSIM IDM(intelligent driver model)

doi: 10.19734/j.issn.1001-3695.2019.03.0052

Cascade subspace clustering based on local structure preservation

Xiong Liyan Zhu Ning

high-dimensional data clustering AutoEncoder clustering loss

doi: 10.19734/j.issn.1001-3695.2019.02.0062

Dynamic group command transfer algorithm for collaborative manufacturing

Yan Xiaolian Zhang Gang Qiu Xiaohong

industrial Internet of Things group command transfer collaborative manufacturing

doi: 10.19734/j.issn.1001-3695.2019.03.0050

Improved method for ripple effect calculation in ontology evolution

Chen Jing Liu Zhao Gu Jinguang Liu Yu

ontology evolution ripple effect SPFA

doi: 10.19734/j.issn.1001-3695.2019.03.0047

Unsupervised domain adaptive algorithm with intra-class maximum mean discrepancy

Cai Ruichu Li Jiahao Hao Zhifeng

domain adaptation unsupervised learning neural network

doi: 10.19734/j.issn.1001-3695.2019.03.0042

Adaptive SSLBoost classification algorithm based on triple set constraints

Yuan Xin Wang Zhenyou

Boosting algorithm space stability point triple set constraints

doi: 10.19734/j.issn.1001-3695.2019.03.0037

Text categorization algorithm based on weighted locally linear KNN

Qi Bin Zou Hongxia Wang Yu

sparse representation weighted locally linear K nearest neighbor

doi: 10.19734/j.issn.1001-3695.2019.02.0051

Algorithm research of solving multiprocessor scheduling problem based on pruning algorithm

Li Bo Zhang Xiao Yan Jingyi

multiprocessor scheduling problem pruning algorithm fool algorithm

doi: 10.19734/j.issn.1001-3695.2019.02.0064

Large-scale resource scheduling method using improved genetic algorithm combined with secondary coding in cloud computing environment

Gu Nannan Yao Peiyang Jiao Zhiqiang

improved genetic algorithm cloud computing resource scheduling

doi: 10.19734/j.issn.1001-3695.2019.02.0060

Chinese automatic summarization model of combining copying mechanism and input-feeding approach

Nong Ding'an Ouyang Chunping Yang Xiaohua

automatic summarization copying mechanism input-feeding approach

doi: 10.19734/j.issn.1001-3695.2019.03.0065

Resource allocation in statistical recommendation model

Cheng Yingchao Hao Zhifeng Cai Ruichu

statistical recommendation model heterogeneous data source resource configuration

doi: 10.19734/j.issn.1001-3695.2019.02.0061

Method based on decomposition strategy for handling multi-class imbalance problems

Xu Zuoning Luo Xinggang Zhang Zhongliang

multi-class problems imbalanced datasets decomposition strategy

doi: 10.19734/j.issn.1001-3695.2018.12.0960

System Development & Application

Quantitative vulnerability assessment method for industrial control system based on fuzzy attack-defense tree and entropy weight method

Gong Tianyu Shang Wenli Hou Jing Chen Chunyu Zeng Peng

fuzzy attack-defense tree fuzzy aggregation entropy weight method

doi: 10.19734/j.issn.1001-3695.2019.03.0088

Sliding mode control of lower extremity exoskeleton based on nonlinear disturbance observer

Yu Zhenzhong Yao Jintao

lower limb exoskeleton kinetic model nonlinear disturbance observer

doi: 10.19734/j.issn.1001-3695.2019.04.0087

Camera calibration and vehicle speed measurement in traffic monitoring scene

Wu Feifan Song Huansheng Dai Zhe Wang Wei

camera calibration vehicle speed vanishing point

doi: 10.19734/j.issn.1001-3695.2019.03.0089

Research on value ratio model of software crowdsourcing developers’ capability

Liu Anzhan Guo Jifeng

crowdsourcing software crowdsourcing crowdsourcing quality evaluation

doi: 10.19734/j.issn.1001-3695.2019.03.0048

Dual-frequency predistortion structure with adaptive sparse reconstruction

Gao Mingming Wu Yue Fang Shaojun Nan Jingchang

compressed sensing subspace tracking predistortion

doi: 10.19734/j.issn.1001-3695.2019.03.0103

Research on compression sensing acquisition of road roughness based on improved SA-SP algorithm

Cheng Zhun Lu Zhixiong

compressed sensing road roughness greedy algorithm

doi: 10.19734/j.issn.1001-3695.2019.04.0086

Technology of Information Security

Two-level cache location privacy protection scheme based on user grid

Li Shuquan Li Rui Zhu Dayong Xiong Chao Liu Lei

LBS(location-based service) location privacy-preserving grid

doi: 10.19734/j.issn.1001-3695.2019.02.0074

Efficient privacy blockchain cognitive IoT framework

Yang Juying Jiang Bing Luo Jia

Internet of Things blockchain technology cognitive system

doi: 10.19734/j.issn.1001-3695.2019.03.0039

PSO clustering shift based geographic location indistinguishable scheme

Xue Jiamei Li Meishan Xuan Ziyu

differential privacy geographic location indistinguishable particle swarm optimization clustering

doi: 10.19734/j.issn.1001-3695.2019.02.0073

Research on classification system of capability evaluation of facial network attack

Gao Jian Wang An

network attack attack tools evaluation system

doi: 10.19734/j.issn.1001-3695.2019.01.0075

Second-order threshold implementation of GIFT cryptographic algorithm and security evaluation

Jiang Hongran Wei Yongzhuang Shi Jiali Liu Zhenghong

GIFT algorithm power attack threshold implementation

doi: 10.19734/j.issn.1001-3695.2019.01.0068

Research on incremental nearest neighbor query privacy protection based on location semantics

Zhang Runlian Zhao Xinhong Wu Xiaonian

location-based services semantic security anonymous zone anchor point

doi: 10.19734/j.issn.1001-3695.2019.03.0072

New efficient certificateless broadcast multi-signature scheme

Niu Shufen Li Wenting Wang Caifen

certificateless broadcast multi-signatures bilinear pair random oracle model

doi: 10.19734/j.issn.1001-3695.2019.02.0070

Double-image correlation encryption algorithm based on hyper-chaotic system

Xian Yongju Xie Shijie

hyper-chaotic system double graph association encryption clear text association

doi: 10.19734/j.issn.1001-3695.2019.02.0071

Improved efficient dynamic searchable encryption

Sun Xiaoling Yang Qiuge Shen Yanping Chen Fuming

cloud storage searchable symmetric encryption inverted index

doi: 10.19734/j.issn.1001-3695.2019.02.0069

Technology of Network & Communication

Reliability guaranteed service function chain deployment method with latency constraint

Sun Shiqing Peng Jianhua You Wei

network function virtualization service function chain shared backup

doi: 10.19734/j.issn.1001-3695.2019.03.0076

Network-aware shuffle scheduling for MapReduce jobs

Liu Wenlong Guo Dan Fan Yuqi

MapReduce network-aware shuffle

doi: 10.19734/j.issn.1001-3695.2019.02.0081

Closed-loop-based boundary node detection in wireless sensor network

Zhang Jiuya Wei Linna

wireless sensor network boundary node detection without location

doi: 10.19734/j.issn.1001-3695.2019.03.0077

Attack-defense game models for multi-attack oriented wireless sensor network

Liu Ni Zhou Haiping Wang Bo

wireless sensor network malicious attack intrusion detection system

doi: 10.19734/j.issn.1001-3695.2018.11.0944

Resource allocation strategy of relay system based on MABC

Wang Zhenni Dong Zengshou Li Lijun Wang Hao

network coding two-way relay power allocation

doi: 10.19734/j.issn.1001-3695.2019.03.0082

Joint channel selection and power control based on multi-user Q-learning in CRN

Jiang Taotao Zhu Jiang

cognitive wireless network Q-learning channel selection

doi: 10.19734/j.issn.1001-3695.2019.01.0078

Finite time control of networked control systems with bilateral random delay and packet loss

Gan Shanshan Ji Xiaofu Wang Kai

networked control systems finite time stability stochastic time-delay

doi: 10.19734/j.issn.1001-3695.2019.04.0080

Efficient and fast UAV Ad hoc network gateway switching algorithm

Yao Yukun Song Weiwei Li Qichao Zhang Yunxia

UAV Ad hoc network gateway backup gateway

doi: 10.19734/j.issn.1001-3695.2019.03.0079

High time slot utilization cross PAN data transmission protocol for terahertz wireless personal area network

Ren Zhi Kang Jian Xu Zhaokun Chen Minhua

terahertz cross-PAN bridge nodes

doi: 10.19734/j.issn.1001-3695.2019.01.0083

Technology of Graphic & Image

Research of small-sample-size based on hyperbolic cosine matrix discriminant analysis

Ran Ruisheng Zhang Shougui Ren Yinshan Fang Bin

hyperbolic cosine function matrix function linear discriminant analysis

doi: 10.19734/j.issn.1001-3695.2019.01.0099

Research on stereo matching of mobile robot based on segment tree

Chen Chang Zhu Hua

stereo matching mobile robot segment tree

doi: 10.19734/j.issn.1001-3695.2019.03.0101

RGB-D SLAM system based on plane constraint

Huang Ningsheng Chen Jing Miao Yuandong

RGB-D SLAM planar feature constraint planar structure model

doi: 10.19734/j.issn.1001-3695.2019.03.0100

Multi-loss ensemble and spectral normalization for image super-resolution

Xu Ningning Zheng Kai

multi-loss ensemble spectral normalization image super-resolution

doi: 10.19734/j.issn.1001-3695.2019.02.0095

Adaptive coarse and fine combined termination mechanism for iterative deblurring algorithm

Li Chongxi Xu Shaoping Lin Zhenyu Zhang Wei Liu Tingyun

deblurring adaptive termination mechanism coarse and fine combined strategy

doi: 10.19734/j.issn.1001-3695.2019.02.0090

Depth image super-resolution reconstruction with two-channel pyramid convolutional neural network

Yu Shuxia Hu Liangmei Zhang Jun Zhang Xudong

depth image super-resolution two-channel convolutional neural network

doi: 10.19734/j.issn.1001-3695.2019.02.0096

Lightweight human action recognition model based on deep learning

He Bingqian Wei Wei Zhang Bin

deep learning image processing convolutional neural network

doi: 10.19734/j.issn.1001-3695.2019.02.0094

Unsupervised image style transfer based on image mask

Kong Lengrui Teng Shaohua

image style transfer generative adversarial networks unsupervised learning

doi: 10.19734/j.issn.1001-3695.2019.03.0093

Small vehicle target detection algorithm based on residual network

She Xiangyang Han Yina

deep learning object detection residual network

doi: 10.19734/j.issn.1001-3695.2019.03.0102

Survey2 Algorithm Research & Explore32 System Development & Application6 Technology of Information Security9 Technology of Network & Communication9 Technology of Graphic & Image9

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)