No. 12, 2019 - Official site of Journal of Application Research of Computers

Dec. 2019

Volume 36, Issue 12, Total Issue 338

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Survey

Review of deep learning and its application in computer vision

Li Guohe Qiao Yinghan Wu Weijiang Zheng Yifeng Hong Yunfeng Zhou Xiaoming

deep learning artificial neural network convolutional neural network

doi: 10.19734/j.issn.1001-3695.2018.08.0604

Overview of visual inertial SLAM

Sun Yongquan Tian Hongli

visual SLAM visual inertial SLAM robot vision

doi: 10.19734/j.issn.1001-3695.2018.08.0589

Algorithm Research & Explore

Research on English author name disambiguation based on sparse distributed representation

Zhai Xiaorui Han Hongqi Zhang Yunliang Li Zhong

name disambiguation sparse distributed representation semantic fingerprint

doi: 10.19734/j.issn.1001-3695.2018.07.0380

Automatic generation of Chinese poem based on sequence-to-sequence neural network model

Huang Wenming Wei Wancheng Deng Zhenrong

keywords expansion attention mechanism sequence to sequence

doi: 10.19734/j.issn.1001-3695.2018.03.0371

Off-topic essay detection based on LDA coupling space

Meng Chaoying Song Wen'ai Fu Lizhen

off-topic essay detection coupling space extraction of subject words

doi: 10.19734/j.issn.1001-3695.2018.08.0590

Research on feature construction of Uyghur text sentiment classification

Raxida Turhuntay Wushour Slamu

sentiment classification feature construction combined features

doi: 10.19734/j.issn.1001-3695.2018.04.0378

Semantic distribution similarity based topic model

Ju Yaya Yang Lu Yan Jianfeng

latent Dirichlet allocation semantic distribution similarity topic model

doi: 10.19734/j.issn.1001-3695.2018.07.0385

Text sentiment classification model based on BiGRU-attention neural network

Wang Wei Sun Yuxia Qi Qingjie Meng Xiangfu

text sentiment classification attention mechanism bidirectional gated recurrent unity(BiGRU)

doi: 10.19734/j.issn.1001-3695.2018.07.0413

Research on topic detection and expression method for Weibo hot events

Zhou Weixiang Zhang Yangsen Zhang Liang

text clustering IDLDA-ITextRank model topic extraction

doi: 10.19734/j.issn.1001-3695.2018.08.0601

Neighborhood rough set attribute reduction algorithm based on matrix reservation strategy

Gao Yang Liu Zunren Ji Jun

neighborhood rough set positive region attribute reduction

doi: 10.19734/j.issn.1001-3695.2018.05.0390

Successive point-of-interest recommendation with spatial-temporal influence in LBSN

Li Danxia Ma Lerong He Jing

point-of-interest recommender system location-based social networks

doi: 10.19734/j.issn.1001-3695.2018.07.0434

Research on recommendation algorithm based on user preference optimization model

Qiu Ningjia He Zhuang Wang Peng Li Yanfang

recommendation algorithm Slope One user preferences

doi: 10.19734/j.issn.1001-3695.2018.07.0433

Sentiment classification depth model based on word2vec and bi-directional LSTM

Huang Xianying Liu Guangfeng Liu Xiaoyang Yang Anzhi

text classification sentiment analysis Bi-LSTM

doi: 10.19734/j.issn.1001-3695.2018.08.0599

Analysis method of multi-granularity decision rough set based on possible degree tolerance relation

Luo Gongzhi Xu Xinxin

incomplete interval-valued decision information system tolerance relation rough set

doi: 10.19734/j.issn.1001-3695.2018.07.0381

User interest model construction and update for news recommendation

Yuan Renjin Chen Gang Li Feng

personalized recommendation vector space model(VSM) user interest model

doi: 10.19734/j.issn.1001-3695.2018.05.0388

Naive Bayes classification algorithm based on improved feature weighting

Ding Yue Wang Xueming

text classification naive Bayes Jensen-Shannon divergence

doi: 10.19734/j.issn.1001-3695.2018.07.0426

Collaborative filtering group recommendation based on information entropy and user behavior consistency

Su Mengke Yang Yupu

information entropy noise description difference of data quality

doi: 10.19734/j.issn.1001-3695.2018.05.0391

Improvement of Slope One algorithm based on association rule policy weighting

Xue Yutong Chen Hailong Ge Miaomiao

recommendation system collaborative filtering recommendation algorithm data mining

doi: 10.19734/j.issn.1001-3695.2018.09.0605

Social hybrid recommendation algorithm based on comprehensive trust

Yang Fengrui Wu Xiaohao Wan Chengfeng

recommendation system trust network trust assessment

doi: 10.19734/j.issn.1001-3695.2018.03.0372

Analysis on implicit characteristics of regional energy security exogenous source based on multi-dimensional association rule

Hu Jian Pu Dong Sun Jinhua

regional energy security exogenous source multi-dimensional association rule

doi: 10.19734/j.issn.1001-3695.2018.05.0379

Quantitative data mining algorithm based on improved multi-level fuzzy association rules

Zhang Dingxiang Zhang Yuejin

fuzzy set user-defined multi-level structure

doi: 10.19734/j.issn.1001-3695.2018.06.0405

Fast mining algorithm for frequent and high utility itemsets with multiple minimum utility thresholds

Wang Bin Lyu Ruirui Fang Xinxiu Ma Junjie

frequent itemsets high utility itemsets support

doi: 10.19734/j.issn.1001-3695.2018.06.0403

Optimized loop closure detection algorithm based on Faster-RCNN

Xu Jianpeng Bu Fanliang

three-dimensional reconstruction simultaneous localization and mapping loop closure detection

doi: 10.19734/j.issn.1001-3695.2018.08.0602

Particle filter based on firefly algorithm with adaptive attraction radius

Wang Hangxing Pan Wei

adaptive attracting radius iterative optimization target tracking

doi: 10.19734/j.issn.1001-3695.2018.06.0397

Grasshopper optimization algorithm based on curve adaptive and simulated annealing

Li Yangzhou Gu Lei

grasshopper optimization algorithm simulated annealing algorithm hybrid algorithm

doi: 10.19734/j.issn.1001-3695.2018.07.0580

Improved wolf group algorithm for solving traveling salesman problem

Huang Haisong Ren Zhupeng Wei Jian'an

IWPA discrete domain second search

doi: 10.19734/j.issn.1001-3695.2018.07.0370

Mixed strategy based improved whale optimization algorithm

He Qing Wei Kangyuan Xu Qinshuai

whale optimization algorithm nonlinear convergence factor adaptive weighted coefficient

doi: 10.19734/j.issn.1001-3695.2018.07.0382

Audio region of interest extraction algorithm based on information entropy and time trend

Liu Yu Zhang Cong Hang Bo Wang Song Zhao Hanjie Zhu Huadong

audio area of interest attention computational model

doi: 10.19734/j.issn.1001-3695.2018.08.0585

Resource allocation algorithm based on case reasoning and heuristically accelerated Q-learning

Xu Lin Zhao Zhijin

channel and power allocation improved heuristically accelerated Q-learning case reasoning

doi: 10.19734/j.issn.1001-3695.2018.07.0416

Improved algorithm for deep Q net

Xia Zongtao Qin Jin

deep Q net overestimation problem correction function

doi: 10.19734/j.issn.1001-3695.2018.07.0417

New algorithm for input weight of single hidden layer neural network

Liu Jinpeng Tian Dagang

extreme learning machine(ELM) single-hidden layer neural networks optimization

doi: 10.19734/j.issn.1001-3695.2018.07.0418

Improved genetic algorithm using semi-initialization and probabilistic disturbance strategy

Guo Xiaojin Guo Caixing Bai Linjiang

genetic algorithm adaptive half-initialization

doi: 10.19734/j.issn.1001-3695.2018.09.0608

Time series link prediction method based on motif evolution and community consistency

Liu Shuxin Liu Qun Du Fan

dynamic directed networks motif evolution Holter-Winter-Additive

doi: 10.19734/j.issn.1001-3695.2018.08.0594

Hybrid algorithm based on harmony search and teaching-learning-based optimization using dynamic selection strategies

Li Yanhai Tuo Shouheng Yong Longquan

harmony search(HS) teaching-learning-based optimization(TLBO) dynamic selection strategies

doi: 10.19734/j.issn.1001-3695.2018.06.0399

Application of technology of OSM/Gaode road network’s matching and fusion in road spatialization

Wang Kang Zhu Xinyan Guo Wei Sheng Guangxiao

road network matching LCSS algorithm road network fusion

doi: 10.19734/j.issn.1001-3695.2018.05.0392

Parameter optimization of fuzzy controller for electric vehicle based on improved QPSO algorithm

Yuan Xiaoping Jin Peng Zhou Guopeng

electric vehicle brushless direct current motor(BLDCM) fuzzy controller

doi: 10.19734/j.issn.1001-3695.2018.06.0395

Traffic congestion prediction and assessment based on multi-index fuzzy comprehensive evaluation

Yan Yuchan Bai Lin Wu Qisheng Ye Zhen

traffic congestion multi-index fuzzy comprehensive evaluation factor index

doi: 10.19734/j.issn.1001-3695.2018.07.0425

Accurate distributed fuzzy KNN classification algorithm for big data

Zou Jinsong Li Fang

big data distributed Spark framework class membership degree

doi: 10.19734/j.issn.1001-3695.2018.04.0373

Text classification of big data using distributed NBC under Spark framework

Zang Yanhui Zhao Xuezhang Xi Yunjiang

text classification MapReduce Spark framework

doi: 10.19734/j.issn.1001-3695.2018.07.0407

Critical road sections identification of urban traffic road network based on weighted and directed complex networks

Yin Xiaoqing Mo Yudi Lin Yun Hu Panfeng Wang Hao

urban traffic road network critical road sections weighted and directed complex network

doi: 10.19734/j.issn.1001-3695.2018.04.0374

Manufacturing resource optimization allocation model based on bi-level programming in cloud manufacturing

Chen Youling Duan Kehua Liu Jian Wang Long

cloud manufacturing resource optimization configuration model bi-level programming

doi: 10.19734/j.issn.1001-3695.2018.09.0607

Traffic flow forecasting using least squares support vector machine optimized by modified gravitational search algorithm

Xu Qinshuai He Qing Wei Kangyuan

gravitational search algorithm chaos optimization algorithm adaptive weighted coefficient

doi: 10.19734/j.issn.1001-3695.2018.07.0383

Cloud workflow scheduling strategy in DAG partition model

Xue Fan

cloud computing scientific workflow scheduling optimization

doi: 10.19734/j.issn.1001-3695.2018.04.0375

Automatic detection of epileptic EEG based on minimum Bayesian risk and rotation forest

Wei Zuochen Zou Junzhong Zhang Jian Chen Lanlan

epilepsy time-domain feature random projection

doi: 10.19734/j.issn.1001-3695.2018.07.0415

Research on entity recognition and knowledge graph construction based on electronic medical records

Huang Mengxing Li Menglong Han Huirui

entity recognition entity relation BiLSTM

doi: 10.19734/j.issn.1001-3695.2018.07.0414

Analysis of TCM data with PLS method fusing softmax

Li Huan Nie Bin Du Jianqiang Yu Riyue Zhou Li Huang Qiang

partial least squares softmax regression nonlinear

doi: 10.19734/j.issn.1001-3695.2018.08.0592

TCM text relationship extraction model based on bidirectional LSTM and GBDT

Luo Jigen Du Jianqiang Nie Bin Xiong Wangping Liu Lei He Jia

relationship extraction LSTM GBDT

doi: 10.19734/j.issn.1001-3695.2018.07.0420

Clinical text named entity recognition based on E-CNN and BLSTM-CRF

Cao Chunping Guan Pengju

named entity recognition clinical text E-CNN

doi: 10.19734/j.issn.1001-3695.2018.09.0606

Optimal computation offloading for vehicular cloud computing using Stackelberg game

Guo Jianlan Chen Yuqiang

vehicular cloud computing computation offloading Stackelberg game

doi: 10.19734/j.issn.1001-3695.2018.07.0583

Integrated scheduling of automated container terminal based on swarm intelligence algorithm

Zhong Meisu Yang Yongsheng Zhou Yamin Ma Zeyu

integrated scheduling automated container terminal loading and unloading operation

doi: 10.19734/j.issn.1001-3695.2018.08.0593

Research on multi-objective optimization of micro-grid based on improved NSGA-Ⅱ algorithm

Zhang Jun Ren Hao Liu Tingzhang

micro-grid multi-objective optimization information entropy

doi: 10.19734/j.issn.1001-3695.2018.07.0435

Novel teaching and peer-learning-based particle swarm optimization for Job-Shop scheduling problem

Dong Jun Ye Chunming

teaching and peer-learning-based particle swarm optimization Job-Shop scheduling multi-neighbor search

doi: 10.19734/j.issn.1001-3695.2018.08.0598

Selective ensemble prediction model for gas disaster based on correlation analysis

Jia Pengtao Lyu Qiaolin

gas disaster correlation analysis selective ensemble regression learning

doi: 10.19734/j.issn.1001-3695.2018.08.0591

System Development & Application

Situation assessment method of runway incursion based on combination of ontology and BN

Wang Jiening Yu Rui

runway incursion domain ontology ontology mapping

doi: 10.19734/j.issn.1001-3695.2018.06.0398

Application of dynamic weighted SVDD based on difference in multi-modal process

Xie Yanhong Liu Wenjing Li Yuan

multi-modality nearest neighbor difference(NND) dynamic weighting

doi: 10.19734/j.issn.1001-3695.2018.06.0402

Optimal design of wet clutch based on I-PSO algorithm and Simulink

Qian Yu Cheng Zhun Chen Bingbing Lu Zhixiong

simulated annealing algorithm improved particle swarm optimization MATLAB/Simulink

doi: 10.19734/j.issn.1001-3695.2018.08.0595

Design of teleoperation control system based on ABB robot

He Wenren Liu Xia

teleoperation remote network industrial robot

doi: 10.19734/j.issn.1001-3695.2018.08.0588

Sensorless control of PMSM based on improved sliding-mode model reference adaptive system method

Chen Wei Dong Xiucheng Zhou Dan Feng Yuming

permanent magnet synchronous motor(PMSM) sliding mode soft switch sliding-mode MRAS(model reference adaptive system)

doi: 10.19734/j.issn.1001-3695.2018.07.0421

Fault-tolerant control for networked LPV systems with time-varying delays

Huang Kewang Chen Dongjie Pan Feng

fault-tolerant control linear parameter-varying(LPV) systems time-varying delays

doi: 10.19734/j.issn.1001-3695.2018.07.0369

Software Technology Research

Fast software implementation of ZUC-256 algorithm

Li Jianpeng Zhang Yanshuo Dong Xiuze Shi Guozhen

ZUC-256 algorithm software programming

doi: 10.19734/j.issn.1001-3695.2018.07.0581

MC-OLA：multi-table join online aggregation based on Markov chain

Shi Yingjie Du Fang

online aggregation Markov chain stratified sampling

doi: 10.19734/j.issn.1001-3695.2018.07.0384

Research on storage transformation and fast retrieval of big data files in HBase based on row-key

Sheng Wenshun Xu Aiping

big data file storage row key

doi: 10.19734/j.issn.1001-3695.2018.08.0586

Technology of Network & Communication

Individual identification method of frequency hopping radio based on CMFS-MIC feature selection

Yang Yinsong Guo Ying Li Hongguang Sui Ping Yu Xinyong

feature selection frequency hopping radio associated information entropy

doi: 10.19734/j.issn.1001-3695.2018.04.0387

Recognition algorithm of emitter signal based on DAE+CNN

Ye Wenqiang Yu Zhifu Zhang Kui

radar emitter short time Fourier transform(STFT) denoising auto-encoder(DAE)

doi: 10.19734/j.issn.1001-3695.2018.07.0409

Research on QoS flow equilibrium strategy of wireless Mesh network

Zhou Chuangming Yu Mingqiu Xing Ruikang

wireless Mesh network QoS(quality of service) traffic equilibrium

doi: 10.19734/j.issn.1001-3695.2018.04.0386

Tradeoff performance analysis and system optimization of opportunistic relay cooperative communication system under Nakagami-m fading channel

Peng Lei Zang Guozhen Gao Yuanyuan Sha Nan Jiang Xuanyou

cooperative communication Nakagami-m fading channel relay selection

doi: 10.19734/j.issn.1001-3695.2018.06.0400

Improved iterative clipping and filtering method for TDCS PAPR reduction

Li Xiazhao Ren Qinghua Meng Qingwei

transform domain communication system peak-to-average power ratio improved iterative clipping and filtering

doi: 10.19734/j.issn.1001-3695.2018.07.0412

Method for virtual network function backup based on backup-cost importance

Wang Chen Tang Hongbo You Wei Niu Ben

network function virtualization virtual network function service function chaining

doi: 10.19734/j.issn.1001-3695.2018.05.0389

Efficient network traffic prediction method based on PF-LSTM network

Li Xiaolin Wu Teng

network traffic prediction long short-term memory particle filter algorithm

doi: 10.19734/j.issn.1001-3695.2018.06.0394

Flow scheduling of elephant flows in SDN data center network based on ant colony algorithm

Li Honghui Yang Guang Lu Hailiang Fu Xueliang Shen Zhijun

data center network SDN elephant flow scheduling

doi: 10.19734/j.issn.1001-3695.2018.07.0430

Technology of Graphic & Image

Proposal adaptive detection method for small sample reticular structures

Mou Lei Chen Li

small sample reticular structure sample labeling

doi: 10.19734/j.issn.1001-3695.2018.07.0427

Dynamic gesture recognition based on wide residual networks and long short-term memory networks

Liang Zhijie Liao Shengbin

gesture recognition 3D convolutional neural networks long short-term memory networks

doi: 10.19734/j.issn.1001-3695.2018.07.0429

User-specific method for aesthetic images recommendation

Xu Yongbo Su Shimei Fan Longqing

deep convolution neural network aesthetic rules user preferences

doi: 10.19734/j.issn.1001-3695.2018.07.0436

Research on human fall behavior using CNN and LSTM-based hybrid model

She Xiangyang Su Xuewei

falling behavior recognition CNN LSTM

doi: 10.19734/j.issn.1001-3695.2018.06.0424

Target correlation filter tracking method for fusion of video brightness optimization

Li Yuanjiang Xie Juan Huang Zhenhua Ye Weiyang

correlation filter target tracking brightness

doi: 10.19734/j.issn.1001-3695.2018.08.0600

Self-adaptive scale feature fusion and model update tracking algorithm

Wang Rihong Li Yongjun Zhang Lifeng

multi-feature fusion scale kernel correlation filter multi-peak detection

doi: 10.19734/j.issn.1001-3695.2018.07.0419

Wild animal occlusion detection method based on entropy and motion offset

Wang Yue Chen Jiancu Zhu Xiaofei He Yuan

YOLOv3 occlusion detection information entropy

doi: 10.19734/j.issn.1001-3695.2018.08.0587

Map-building algorithm for non-echo region of LiDAR

Zhang Guoqiang Han Jun Chen Fangjie Wang Zuwu Cheng Jianlian

LiDAR mobile robot clustering

doi: 10.19734/j.issn.1001-3695.2018.08.0603

Research on handwritten Chinese character recognition based on deep learning with different noise

Ren Xiaowen Wang Tao Li Jianyu Zhao Xiangning Guo Yina

deep learning noise removal convolutional neural network

doi: 10.19734/j.issn.1001-3695.2018.06.0579

Algorithm of crack skeleton extraction based on template matching and high adaptation deburring

Qu Zhong Xu Fanglin An Shiquan

template matching refinement high adaptability

doi: 10.19734/j.issn.1001-3695.2018.08.0596

Feature matching-point purification algorithm based on maximum likelihood

Shi Suxia Yang Huijun Yang Qian Zhang Jianfeng

image feature matching maximum likelihood estimation EM algorithm

doi: 10.19734/j.issn.1001-3695.2018.08.0584

Research on defects and textures recognition of solid wood lumbers based on deep belief network

Hu Zhongkang Liu Ying Zhou Xiaolin Zhao Qian Shen Luxiang

defect recognition texture recognition deep belief network

doi: 10.19734/j.issn.1001-3695.2018.07.0438

Survey2 Algorithm Research & Explore51 System Development & Application6 Software Technology Research3 Technology of Network & Communication8 Technology of Graphic & Image12

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)