2020年度中国机构学者在计算机信息系统期刊发表的高价值论文TOP100

作者:北京同舟云   2021-10-19

为了向相关领域的学者推荐本领域的高价值论文,以帮助读者了解本领域的学科进展和研究前沿,寻找科研合作伙伴。我们整理了2020年全年计算机信息系统相关的153种期刊的全部论文(中国科学院文献情报中心学科分类体系),从中挑选中国机构学者为主要完成人的论文,按照北京同舟云网络信息技术有限公司创立的论文优选算法进行计分并排序。(说明:仅分析153种期刊,其他中外文论文即使与计算机信息系统高度相关,也不纳入榜单。)该算法综合考虑了Metrics 期刊评分、论文被引频次、文献类型以及论文发表时间等多种因素,对每篇论文进行深度解析与计算,并赋予分值,以量化每篇论文的学术价值和影响力。

本推荐表是在系统全面准确地统计2020年度中国机构学者在计算机信息系统期刊发表的高价值论文的基础上,对每篇论文依上述方法进行计算并赋分排名而得出的,供相关学者学习、评判、参考和借鉴。

序号

年份

标题

期刊

主要完成人

论文评分

1

2020

GMC: Graph-Based   Multi-View Clustering

IEEE T KNOWL DATA EN

杨燕,西南交通大学,信息科学与技术学院计算机科学与技术系,;

24213.6

2

2020

Enhanced Security   Identity-Based Privacy-Preserving Authentication Scheme Supporting Revocation   for VANETs

IEEE SYST J

仲红,安徽大学,计算机科学与技术学院,;

15626.08

3

2020

A Linear Active   Disturbance Rejection Control Approach to Position Synchronization Control   for Networked Interconnected Motion System

IEEE T CONTROL NETW

张文安,浙江工业大学,信息工程学院,;

15616.32

4

2020

High Performance Computing   for Cyber Physical Social Systems by Using Evolutionary Multi-Objective   Optimization Algorithm

IEEE T EMERG TOP COM

崔志华,太原科技大学,计算机科学与技术,;

12742.88

5

2020

Image encryption algorithm   for synchronously updating Boolean networks based on matrix semi-tensor   product theory

INFORM SCIENCES

王兴元,大连海事大学,信息科学技术学院,;

9457.6

6

2020

QoS Prediction for Service   Recommendation with Deep Feature Learning in Edge Computing Environment

MOBILE NETW APPL

徐悦甡,西安电子科技大学,计算机学院,;

8521.44

7

2020

A QoS-aware virtual machine   scheduling method for energy conservation in cloud-based cyber-physical   systems

WORLD WIDE WEB

徐小龙,南京邮电学院,计算机科学与技术系,;

7758.72

8

2020

Deep Reinforcement Learning   for Online Computation Offloading in Wireless Powered Mobile-Edge Computing   Networks

IEEE T MOBILE COMPUT

毕宿志,深圳大学,电子与信息工程学院,;

7665.92

9

2020

Cascaded Channel Estimation   for Large Intelligent Metasurface Assisted Massive MIMO

IEEE WIREL COMMUN LE

袁晓军,电子科技大学,智能通信与网络研究中心,;

7465.6

10

2020

Context-Aware QoS Prediction   With Neural Collaborative Filtering for Internet-of-Things Services

IEEE INTERNET THINGS

徐悦甡,西安电子科技大学,计算机学院,;

7349.76

11

2020

6G: Opening New Horizons for   Integration of Comfort, Security, and Intelligence

IEEE WIREL COMMUN

刘淼,南京邮电大学,通信与信息工程学院,;

7326.56

12

2020

Joint Optimization of   Resource Utilization and Load Balance with Privacy Preservation for Edge   Services in 5G Networks

MOBILE NETW APPL

杨晓贤,上海第二工业大学,工学部,计算机与信息工程学院;

7305.44

13

2020

Blockchain-based cloudlet   management for multimedia workflow in mobile cloud computing

MULTIMED TOOLS APPL

齐连永,曲阜师范大学,计算机科学与技术,;

7154.08

14

2020

A Hybrid BlockChain-Based   Identity Authentication Scheme for Multi-WSN

IEEE T SERV COMPUT

蔡星娟,太原科技大学,计算机科学与技术学院,;

7011.68

15

2020

Interaction of Edge-Cloud   Computing Based on SDN and NFV for Next Generation IoT

IEEE INTERNET THINGS

吕智涵,青岛大学,数据科学与软件工程学院,;

6901.76

16

2020

Green Resource Allocation   Based on Deep Reinforcement Learning in Content-Centric IoT

IEEE T EMERG TOP COM

王堃,南京邮电大学,物联网学院,;

6790.88

17

2020

Integral Barrier Lyapunov   function-based adaptive control for switched nonlinear systems

SCI CHINA INFORM SCI

刘艳军,辽宁工业大学,理学院,;

6736.64

18

2020

Quantitative Fault-Tolerance   for Reliable Workflows on Heterogeneous IaaS Clouds

IEEE T CLOUD COMPUT

李仁发,湖南大学,计算机与通信学院,;

6644.48

19

2020

Minimizing Redundancy to   Satisfy Reliability Requirement for a Parallel Application on Heterogeneous   Service-Oriented Systems

IEEE T SERV COMPUT

谢国琪,湖南大学,信息科学与工程学院,;

6371.68

20

2020

Deep Learning for Physical-Layer   5G Wireless Techniques: Opportunities, Challenges and Solutions

IEEE WIREL COMMUN

桂冠,南京邮电大学,通信与信息工程学院,;

6366.56

21

2020

Optimal Coverage Multi-Path   Scheduling Scheme with Multiple Mobile Sinks for WSNs

CMC-COMPUT MATER CON

王磊,长沙理工大学,土木工程学院,;

6350.4

22

2020

STAT: Spatial-Temporal   Attention Mechanism for Video Captioning

IEEE T MULTIMEDIA

王兴政,深圳大学,机电与控制工程学院,;

6344.16

23

2020

Crowdsourcing Based   Description of Urban Emergency Events Using Social Media Big Data

IEEE T CLOUD COMPUT

徐正,上海大学,通信与信息工程学院,;

6324.48

24

2020

Binary differential evolution   with self-learning for multi-objective feature selection

INFORM SCIENCES

张勇,中国矿业大学(徐州),信息与控制工程学院,;

6321.6

25

2020

Image encryption algorithm   based on the matrix semi-tensor product with a compound secret key produced   by a Boolean network

INFORM SCIENCES

王兴元,大连海事大学,信息科学技术学院,;

6257.6

26

2020

A new divergence measure for   belief functions in D-S evidence theory for multisensor data fusion

INFORM SCIENCES

肖富元,西南大学,计算机与信息科学学院,;

6129.6

27

2020

Personalized Recommendation   System Based on Collaborative Filtering for IoT Scenarios

IEEE T SERV COMPUT

蔡星娟,太原科技大学,计算机科学与技术学院,;

6115.68

28

2020

Environmental assessment   under uncertainty using Dempster-Shafer theory and Z-numbers

J AMB INTEL HUM COMP

康兵义,西北农林科技大学,信息工程学院,;

6111.04

29

2020

A Many-Objective Optimization   Model of Industrial Internet of Things Based on Private Blockchain

IEEE NETWORK

吕智涵,青岛大学,数据科学与软件工程学院,

5953.28

30

2020

Vision, Requirements, and Technology   Trend of 6G: How to Tackle the Challenges of System Coverage, Capacity, User   Data-Rate and Movement Speed

IEEE WIREL COMMUN

康绍莉,大唐移动通信设备有限公司,无线移动创新中心,;

5918.56

31

2020

Learning-Based Context-Aware   Resource Allocation for Edge-Computing-Empowered Industrial IoT

IEEE INTERNET THINGS

周振宇,华北电力大学,电气工程,;

5685.76

32

2020

Joint Optimization of   Offloading Utility and Privacy for Edge Computing Enabled IoT

IEEE INTERNET THINGS

齐连永,曲阜师范大学,计算机科学与技术,;

5621.76

33

2020

Analysis of Dimensionality   Reduction Techniques on Big Data

IEEE ACCESS

Srivastava, Gautam,中国医科大学,计算机中心,;

5583.68

34

2020

Behavior of crossover   operators in NSGA-III for large-scale optimization problems

INFORM SCIENCES

王改革,中国海洋大学,计算机科学与技术,;

5553.6

35

2020

Hybrid many-objective   particle swarm optimization algorithm for green coal production problem

INFORM SCIENCES

蔡星娟,太原科技大学,计算机科学与技术学院,;

5553.6

36

2020

Big Data Service   Architecture: A Survey

J INTERNET TECHNOL

张经宇,长沙理工大学,计算机与通信工程学院,;

5428.8

37

2020

3D Room Layout Estimation From   a Single RGB Image

IEEE T MULTIMEDIA

徐枫,清华大学,软件学院,;

5384.16

38

2020

Ultra-Scalable Spectral   Clustering and Ensemble Clustering

IEEE T KNOWL DATA EN

王昌栋,中山大学,移动信息工程学院,;

5269.6

39

2020

Adaptive event-triggered   control for a class of nonlinear systems with periodic disturbances

SCI CHINA INFORM SCI

李鸿一,广东工业大学,自动化学院,;

5264.64

40

2020

Topology optimization   against cascading failures on wireless sensor networks using a memetic   algorithm

COMPUT NETW

符修文,上海海事大学,物流科学与工程研究院,;

5169.76

41

2020

Blockchain Empowered   Arbitrable Data Auditing Scheme for Network Storage as a Service

IEEE T SERV COMPUT

任炬,中南大学,计算机学院,;

5155.68

42

2020

Deep-Learning-Enhanced Human   Activity Recognition for Internet of Healthcare Things

IEEE INTERNET THINGS

梁伟,湖南工商大学,管理科学与工程,;

5045.76

43

2020

Minimizing Convergecast Time   and Energy Consumption in Green Internet of Things

IEEE T EMERG TOP COM

Liu, Yuxin,中南大学,信息科学与工程学院,;

4870.88

44

2020

Cooperative Computation   Offloading and Resource Allocation for Blockchain-Enabled Mobile-Edge   Computing: A Deep Reinforcement Learning Approach

IEEE INTERNET THINGS

裴庆祺,西安电子科技大学,通信工程学院,;

4853.76

45

2020

Faster R-CNN for   multi-class fruit detection using a robotic vision system

COMPUT NETW

万少华,中南财经政法大学,信息与安全工程学院,;

4849.76

46

2020

Security-Critical Energy-Aware   Task Scheduling for Heterogeneous Real-Time MPSoCs in IoT

IEEE T SERV COMPUT

刘哲,南京航空航天大学,计算机科学与技术学院,;

4835.68

47

2020

An active three-way   clustering method via low-rank matrices for multi-view data

INFORM SCIENCES

于洪,重庆邮电大学,计算机科学与技术学院,;

4785.6

48

2020

Mobile Internet of Things   Under Data Physical Fusion Technology

IEEE INTERNET THINGS

吕智涵,青岛大学,数据科学与软件工程学院,;

4725.76

49

2020

Achieving Secure and Efficient   Dynamic Searchable Symmetric Encryption over Medical Cloud Data

IEEE T CLOUD COMPUT

李洪伟,电子科技大学,网络空间安全,;

4724.48

50

2020

An AUV-Assisted Data   Gathering Scheme Based on Clustering and Matrix Completion for Smart Ocean

IEEE INTERNET THINGS

Liu, Yuxin,中南大学,信息科学与工程学院,;

4597.76

51

2020

Vcash: A Novel Reputation   Framework for Identifying Denial of Traffic Service in Internet of Connected   Vehicles

IEEE INTERNET THINGS

苏申,广州大学,计算机科学与网络工程学院,;

4597.76

52

2020

Flow Prediction in   Spatio-Temporal Networks Based on Multitask Deep Learning

IEEE T KNOWL DATA EN

张钧波,西南交通大学,信息科学与技术学院,;

4565.6

53

2020

A Survey on Access Control in   the Age of Internet of Things

IEEE INTERNET THINGS

田志宏,广州大学,网络空间先进技术研究院,;

4533.76

54

2020

Deep Reinforcement Learning   for Resource Protection and Real-Time Detection in IoT Environment

IEEE INTERNET THINGS

梁伟,湖南大学,信息科学与工程学院,;

4533.76

55

2020

A Novel Load Balancing and   Low Response Delay Framework for Edge-Cloud Network Based on SDN

IEEE INTERNET THINGS

朱小玉,中南大学,信息科学与工程学院,;

4533.76

56

2020

Enabling Efficient User   Revocation in Identity-Based Cloud Storage Auditing for Shared Big Data

IEEE T DEPEND SECURE

于佳,青岛大学,信息工程学院,;

4490.24

57

2020

Big data analytics for   manufacturing internet of things: opportunities, challenges and enabling   technologies

ENTERP INF SYST-UK

戴弘宁,澳门科技大学,资讯科技学院,;

4488.96

58

2020

Evaluating IoT Platforms   Using Integrated Probabilistic Linguistic MCDM Method

IEEE INTERNET THINGS

黄超,福建师范大学,数学与信息学院,;

4469.76

59

2020

Reconfigurable Intelligent   Surface Assisted UAV Communication: Joint Trajectory Design and Passive   Beamforming

IEEE WIREL COMMUN LE

袁晓军,电子科技大学,智能通信与网络研究中心,;

4457.6

60

2020

Graph K-means Based on Leader   Identification, Dynamic Game, and Opinion Dynamics

IEEE T KNOWL DATA EN

曹杰,南京财经大学,,电子商务实验室;

4437.6

61

2020

Research of improving   semantic image segmentation based on a feature fusion model

J AMB INTEL HUM COMP

陈沅涛,长沙理工大学,计算机与通信工程学院,;

4383.04

62

2020

A Cascaded R-CNN With   Multiscale Attention and Imbalanced Samples for Traffic Sign Detection

IEEE ACCESS

王进,长沙理工大学,计算机与通信工程学院,;

4367.68

63

2020

Mining consuming Behaviors   with Temporal Evolution for Personalized Recommendation in Mobile Marketing   Apps

MOBILE NETW APPL

邝砾,中南大学,软件学院,;

4361.44

64

2020

Interval-valued intuitionistic   fuzzy multiple attribute decision making based on nonlinear programming   methodology and TOPSIS method

INFORM SCIENCES

曾守桢,宁波大学,商学院,;

4337.6

65

2020

Intelligent Reflecting Surface   Aided Multi-Antenna Secure Transmission

IEEE WIREL COMMUN LE

郝万明,郑州大学,信息工程学院,;

4329.6

66

2020

Wireless Communications with   Programmable Metasurface: New Paradigms, Opportunities, and Challenges on   Transceiver Design

IEEE WIREL COMMUN

金石,东南大学,信息科学与工程学院,;

4318.56

67

2020

Multi-View Multi-Label   Learning With Sparse Feature Selection for Image Annotation

IEEE T MULTIMEDIA

蔡之华,中国地质大学,计算机学院,;

4296.16

68

2020

Flexible Wildcard   Searchable Encryption System

IEEE T SERV COMPUT

刘西蒙,福州大学,数学与计算机科学学院,;

4259.68

69

2020

An Efficient Image   Encryption Scheme Based on the LSS Chaotic Map and Single S-Box

IEEE ACCESS

邓晓衡,中南大学,信息科学与工程学院,;

4239.68

70

2020

Automated Colorization of a   Grayscale Image With Seed Points Propagation

IEEE T MULTIMEDIA

万少华,中南财经政法大学,信息与安全工程学院,;

4232.16

71

2020

Stabilization of   probabilistic Boolean networks via pinning control strategy

INFORM SCIENCES

黄迟,西南财经大学,经济信息工程学院,;

4209.6

72

2020

An Approach to Alleviate the   Sparsity Problem of Hybrid Collaborative Filtering Based Recommendations: The   Product-Attribute Perspective from User Reviews

MOBILE NETW APPL

Zhou, Sijing,上海大学,计算机工程与科学学院,;

4169.44

73

2020

PiiGAN: Generative   Adversarial Networks for Pluralistic Image Inpainting

IEEE ACCESS

魏占国,中南林业科技大学,交通运输与物流学院,;

4047.68

74

2020

Deep Learning-Based   Intelligent Fault Diagnosis Methods Toward Rotating Machinery

IEEE ACCESS

袁寿其,江苏大学,流体机械工程技术研究中心,;

4047.68

75

2020

Deep Reinforcement Learning   for Cooperative Content Caching in Vehicular Edge Computing and Networks

IEEE INTERNET THINGS

冷甦鹏,电子科技大学,通信与信息工程学院,;

4021.76

76

2020

BotMark: Automated botnet   detection with hybrid analysis of flow-based and graph-based traffic   behaviors

INFORM SCIENCES

李浥东,北京交通大学,计算机与信息技术学院,;

4017.6

77

2020

Deep Reinforcement Learning   for Partially Observable Data Poisoning Attack in Crowdsensing Systems

IEEE INTERNET THINGS

田志宏,广州大学,网络空间先进技术研究院,;

3957.76

78

2020

Complexity and Algorithms for   Superposed Data Uploading Problem in Networks With Smart Devices

IEEE INTERNET THINGS

王进,长沙理工大学,计算机与通信工程学院,;

3957.76

79

2020

Infrared and visible image   fusion based on target-enhanced multiscale transform decomposition

INFORM SCIENCES

马佳义,武汉大学,多谱视觉信息处理实验室

3953.6

80

2020

Full-Duplex Cooperative NOMA   Relaying Systems With I/Q Imbalance and Imperfect SIC

IEEE WIREL COMMUN LE

李兴旺,河南理工大学,计算机科学与技术学院,;

3945.6

81

2020

Early Prediction of the   2019 Novel Coronavirus Outbreak in the Mainland China Based on Simple   Mathematical Model

IEEE ACCESS

钟霖浩,中国科学院,计算地球动力学重点实验室,;

3919.68

82

2020

A Cloud-MEC Collaborative   Task Offloading Scheme With Service Orchestration

IEEE INTERNET THINGS

张士庚,中南大学,信息科学与工程学院,;

3893.76

83

2020

Frequent pattern discovery   with tri-partition alphabets

INFORM SCIENCES

闵帆,西南石油大学,计算机科学学院,;

3889.6

84

2020

Risk appetite dual hesitant   fuzzy three-way decisions with TODIM

INFORM SCIENCES

徐泽水,四川大学,商学院,;

3889.6

85

2020

Uncertainty measure in   evidence theory

SCI CHINA INFORM SCI

邓勇,电子科技大学,计算机科学与技术,;

3856.64

86

2020

An incentive-aware   blockchain-based solution for internet of fake media things

INFORM PROCESS MANAG

Srivastava, Gautam,中国医科大学,计算机中心,;

3837.92

87

2020

Adaptive neural control for   non-strict-feedback nonlinear systems with input delay

INFORM SCIENCES

王焕清,渤海大学,数理学院,;

3825.6

88

2020

An adaptive Lagrangian   relaxation-based algorithm for a coordinated water supply and wastewater   collection network design problem

INFORM SCIENCES

田广东,吉林大学,交通学院,;

3825.6

89

2020

Federated Deep Reinforcement   Learning for Internet of Things With Decentralized Cooperative Edge Caching

IEEE INTERNET THINGS

李秀华,重庆大学,大数据与软件学院,;

3765.76

90

2020

Building an efficient   intrusion detection system based on feature selection and ensemble classifier

COMPUT NETW

程光,东南大学,网络空间安全学院,;

3761.76

91

2020

Dietary Composition Perception   Algorithm Using Social Robot Audition for Mandarin Chinese

IEEE ACCESS

杨观赐,贵州大学,现代制造技术教育部重点实验室,;

3727.68

92

2020

Markov Regenerative Models of   WebServers for Their User-Perceived Availability and Bottlenecks

IEEE T DEPEND SECURE

王聪,香港城市大学,计算机科学系,;

3722.24

93

2020

Preserving Balance Between   Privacy and Data Integrity in Edge-Assisted Internet of Things

IEEE INTERNET THINGS

齐连永,曲阜师范大学,计算机科学与技术,;

3701.76

94

2020

Edge Intelligence: The   Confluence of Edge Computing and Artificial Intelligence

IEEE INTERNET THINGS

方维佳,浙江大学,附属第一医院,肿瘤细胞生物治疗中心;

3701.76

95

2020

Multi-granularity three-way   decisions with adjustable hesitant fuzzy linguistic multigranulation   decision-theoretic rough sets over two universes

INFORM SCIENCES

李德玉,山西大学,计算机与信息技术学院,;

3697.6

96

2020

Spatial-temporal data-driven   service recommendation with privacy-preservation

INFORM SCIENCES

万少华,中南财经政法大学,信息与安全工程学院,;

3697.6

97

2020

A privacy-preserving   cryptosystem for IoT E-healthcare

INFORM SCIENCES

闫峥,西安电子科技大学,网络空间安全,;

3697.6

98

2020

Full Verifiability for   Outsourced Decryption in Attribute Based Encryption

IEEE T SERV COMPUT

李继国,河海大学,计算机科学与技术,;

3683.68

99

2020

Physical-Layer Network Coding:   An Efficient Technique for Wireless Communications

IEEE NETWORK

方毅,广东工业大学,信息工程学院,;

3649.28

100

2020

A scalable region-based   level set method using adaptive bilateral filter for noisy image segmentation

MULTIMED TOOLS APPL

何发智,武汉大学,计算机学院,;

3634.08

 

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