No. 5, 2025 - Official site of Journal of Application Research of Computers

May 2025

Volume 42, Issue 5, Total Issue 403

Support Open Access

Research progress in retinal vessel segmentation based on deep learning

Zhang Wenhao Qu Shaojun Yan Meili

deep learning retinal vessel segmentation convolutional neural network

doi: 10.19734/j.issn.1001-3695.2024.07.0342

Review of metaheuristic algorithms for vehicle routing problem with time windows

Zhang Yuxi Lei Bingbing Wang Xiaofeng Zhu Xuanjun Song Jiahuan

vehicle routing problem time windows metaheuristic algorithm

doi: 10.19734/j.issn.1001-3695.2024.08.0343

Heterogeneous clustering algorithm of potential game underwater sensor networks based on ocean current model

Li Hua Tang Minli Wei Liansuo Tan Yongqian

uwsn ocean current model competition radius function

doi: 10.19734/j.issn.1001-3695.2024.08.0344

Puf-based lightweight authentication protocol

For Power Iot Devices

abstract:with the popularization and continuous expansion of the application scope of power IoT devices,the demand for security and authentication mechanisms of these devices is increasing day by day.traditional authentication methods suffer from complex key management and high computational costs,thus there is AN urgent need for a lightweight and efficient authentication protocol to meet the security requirements of power IoT devices.this article proposes a new lightweight authentication protocol based on physically unclonable function(puf)to address this issue.the protocol improves the traditional puf authentication mechanism and designs AN extended challenge response(crp)structure to achieve high security authentication of power IoT devices AT low cost.on the basis of introducing the security challenges of power IoT devices and the principles of puf technology,this article elaborates in detail on the design ideas and key steps of the authentication protocol proposed in this paper,and analyzes and evaluates its security and performance in applications.the research results indicate that the proposed lightweight authentication protocol based on puf has good performance in both security and efficiency,and can effectively address the security threats faced by power IoT devices,with certain practical and promotional value.

doi: 10.19734/j.issn.1001-3695.2024.06.0345

Secure and adaptive federated learning framework for Heterogeneous data

Li Gongli Liu Fangfang Lei Hongzhi Wang Mengtao

federated learning privacy-preservation poisoning attack detection

doi: 10.19734/j.issn.1001-3695.2024.07.0346

Scalable hierarchical attribute-based encryption resistant to collusion attacks

Han Zhixiang Tian Ye Zhang Hong

attribute-based encryption hierarchical access control access policies are extensible

doi: 10.19734/j.issn.1001-3695.2024.08.0347

Hierarchical knowledge distillation decoupling network for low-resolution face recognition algorithm

Zhong Rui Song Yafeng Zhou Xiaokang

low-resolution face recognition hierarchical knowledge distillation decoupling network hierarchical feature distillation

doi: 10.19734/j.issn.1001-3695.2024.07.0348

Dynamic SLAM joint optimization algorithm based on motion segmentation

Zhang Yutong Fan Xinyue Zhou Zhiyuan Xie Yuanyuan

dynamic SLAM graph optimization motion segmentation

doi: 10.19734/j.issn.1001-3695.2024.07.0349

Fast coding algorithm based on predictive partition convolutional neural network for 360-degree video

Xiang Hai Chen Fen Qin Yiqing Li Xu Peng Zongju

erp 360-degree video latitude cu partition

doi: 10.19734/j.issn.1001-3695.2024.07.0350

Research on multimodal image registration method combining multi-scale features and local sampling description

Jia Zhiyou Wang Guogang

multimodal images registration nonlinear scale space phase coherence

doi: 10.19734/j.issn.1001-3695.2024.08.0351

Sp-cpgcn: causality-perception graph convolutional network on superpixel prior for pneumoconiosis staging

Wang Yueying Ji Guohua Feng Weiyi Zhao Juanjuan Qiang Yan Ma Jianfen Shi Yiwei Yang Fan

graph convolutional network causal inference superpixel

doi: 10.19734/j.issn.1001-3695.2024.08.0352

3d object detection based on iterative pseudo point cloud generation

Sun Lihui Wang Chuyao

autonomous driving driver assistance systems 3d object detection

doi: 10.19734/j.issn.1001-3695.2024.08.0353

Automatic classification of leukemia subtypes based on multi- scale multi-feature hybrid model

Gao Mingyang Geng Yan Yu Xiao Pei Bo Zhao Juanjuan Qiang Yan

leukemia medical image processing multi-scale feature Fusion

doi: 10.19734/j.issn.1001-3695.2024.08.0354

Survey on trust evaluation technologies in mobile edge computing

Zhu Yurun Ren Shuang

mobile edge computing trust evaluation blockchain

doi: 10.19734/j.issn.1001-3695.2024.09.0355

Constrained multi-objective task offloading optimization method based on weight networks

Zhao Wenzhuo Tang Hong Feng Chen Dai Jiayu

edge computing task offloading multi-objective optimization

doi: 10.19734/j.issn.1001-3695.2024.09.0356

Deterministic model-based offline reinforcement learning

Ruihang Tang Chuhua Huang Jin Qin

offline reinforcement learning model-base reinforcement learning uncertainty estimation

doi: 10.19734/j.issn.1001-3695.2024.10.0357

Solving aed location problem for fixed-mobile-uav collaborative distribution using novel multi-objective deep reinforcement learning model

Jie Huixin Liu Yong Ma Liang

deep reinforcement learning dual-aspect collaborative graph attention fixed-mobile-uav collaboration

doi: 10.19734/j.issn.1001-3695.2024.10.0358

Automated warehouse AGV collision avoidance path planning considering correlation between vehicle and task matching

Sun Zhuo Qi Ziyang

collision avoidance path planning improved branch cutting and branch pricing algorithms automated warehouse AGV

doi: 10.19734/j.issn.1001-3695.2024.10.0359

Artificial hummingbird algorithm with mixed multiple strategies

Liu Wenyuan Zhou Ruyi Li Binbin

artificial hummingbird algorithm swarm intelligence optimize

doi: 10.19734/j.issn.1001-3695.2024.09.0360

Debiased causal recommendation based on graph neural networks

Xun Yaling Li Xinyi Han Shuo Li Yanfeng Wang Xing

recommendation system causal inference graph neural networks

doi: 10.19734/j.issn.1001-3695.2024.10.0362

Graph neural recommendation algorithm with implicit relationship enhancement

Xiong Zhongmin Zhang Jun

graph neural network social recommendation knowledge graph

doi: 10.19734/j.issn.1001-3695.2024.09.0363

Solving generalized nash equilibrium problem based on enhanced differential evolutionary algorithm

Wang Kai Jia Wensheng

generalized nash equilibrium nikaido-isoda function bimodal variants

doi: 10.19734/j.issn.1001-3695.2024.09.0364

Adaptive and blind spectrum sensing algorithm for dynamic sparse order estimation

Liang Yan Wang Jing Shao Kai

wideband spectrum sensing compressed sensing adaptive spectrum sensing

doi: 10.19734/j.issn.1001-3695.2024.09.0366

Joint optimization of energy consumption and load balancing in service function Chain deployment

Wang Changda Li Rou Zhang Zhiping

service function Chain network functions virtualization energy consumption

doi: 10.19734/j.issn.1001-3695.2024.09.0367

Communication-efficient decentralized hierarchical federated learning architecture

Wu Zhao Song Lintao Li Xiaoli

federated learning decentralization blockchain

doi: 10.19734/j.issn.1001-3695.2024.09.0414

Redactable blockchain with one-time subordinate trapdoor

Wang Jiechang Liu Yuling Zhao Xinhui Zhang Ping Liu Muhua

chameleon hash trapdoor update a one-time subordinate trapdoor

doi: 10.19734/j.issn.1001-3695.2024.10.0415

Cooperative optimization of multi-farm machine based on K-means ++ algorithm and ydse algorithm

Peng Wangyinan Lai Huicheng Yu Yiran Zhang Guo

agricultural machinery K-means+algorithm young's double slit experiment algorithm

doi: 10.19734/j.issn.1001-3695.2024.10.0416

Perception sharing scheme of vehicle-road cooperation based on cybertwin

Xia Chunxing Liu Jianhang Di Yongkun Huan Tinpei Yang Lele

cooperative perception message cybertwin quality of service

doi: 10.19734/j.issn.1001-3695.2024.10.0417

Cnn multidimensional Fusion data reuse method for reconfigurable arrays

Zhang Xiaofan Jiang Lin Li Yuancheng Sheng Mingwei

convolutional neural network reconfigure structure data reuse

doi: 10.19734/j.issn.1001-3695.2024.10.0418

Neighborhood variant chimp multipeak optimization algorithm and its application

Qi Mingjun Wang Zhbao

vector disturbance variation factor directional guidance

doi: 10.19734/j.issn.1001-3695.2024.10.0419

Sequential recommendation based on multi-gated network attribute information fusion

Li Xinyi Zhang Bin Song Wenwen

sequential recommendation attribute information fusion gating mechanism

doi: 10.19734/j.issn.1001-3695.2024.10.0420

Feature alignment based Heterogeneous cooperative perception architecture and algorithm

Fan Hao Li Yong

cooperative perception Heterogeneous features framework

doi: 10.19734/j.issn.1001-3695.2024.10.0421

Preferential Fusion with modality-wise attention mechanisms for fake news detection

Zhang Ting Yuan Hu Zhao Xiaobing

fake news detection multi-modal feature Fusion preferential Fusion mechanisms

doi: 10.19734/j.issn.1001-3695.2024.10.0422

Dual-channel multi-level contrastive learning stance detection based on hybrid AutoEncoder

Cao Junhao Zhu Xiaofei Cheng Jiawei

stance detection variational AutoEncoder social relation

doi: 10.19734/j.issn.1001-3695.2024.10.0424

Cloud workflow scheduling approach considering idle time slots and multiple task sequences

Jiang Xinhuan{ Wang Yun†} Wang Hui Zhu Xiaoze Wu Zhiqiang

cloud workflow scheduling artificial bee colony task scheduling sequence

doi: 10.19734/j.issn.1001-3695.2024.10.0425

Data-driven WSN fault detection based framework

Xu Han Tong Yinghua

wireless sensor network,fault tolerance,fault detection,machine learning,data driven,data interpolation

doi: 10.19734/j.issn.1001-3695.2024.10.0426

Dynamic population hypergraph convolutional network for autism spectrum disorder diagnosis

Wang Guohua Wang Lifang Xue Xiaohong Wang Qianshan Li Haifang

austim spectrum disorder diagnosis dynamic hypergraph convolution network functional magnetic resonance imaging

doi: 10.19734/j.issn.1001-3695.2024.11.0427

Multi-modal pedestrian crossing intention prediction model based on pre-normalization transformer

Chen Zhendong Liu Guangcong Ye Zhenyu

pedestrian crossing intention prediction multi-model Fusion

doi: 10.19734/j.issn.1001-3695.2024.10.0428

Multi-robot social formation navigation based on intrinsic reward mechanism

Liu Wei Fu Hao Zhou Shuai

reinforcement learning multi-robot social formation navigation

doi: 10.19734/j.issn.1001-3695.2024.10.0429

Dynamic UAV path planning based on improved black winged kite optimization algorithm

Wang Xingwang Zhang Qingyang Jiang Shouyong Dong Yongquan

black winged kite optimization algorithm adaptive attack strategy linear lock optimization strategy

doi: 10.19734/j.issn.1001-3695.2024.10.0430

Novel fuzzy-weighted zero-inconsistency based access control model for healthcare data in blockchain environment

Dong Jianhang Jiang Rong Tian Shenghu Pu Xuetao

blockchain fwzic access control

doi: 10.19734/j.issn.1001-3695.2024.10.0431

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)
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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
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