2020年度中国机构学者在计算机人工智能期刊发表的高价值论文TOP100
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年全年计算机人工智能相关的137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137种期刊，其他中外文论文即使与计算机人工智能高度相关，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。 序号 | 年份 | 标题 | 期刊 | 主要完成人 | 论文评分 | 1 | 2020 | Deep Learning for Generic Object Detection: A Survey | INT J COMPUT VISION | 刘丽,国防科技大学,电子科学与工程学院,; | 23606.56 | 2 | 2020 | Adaptive Neural Output-Feedback Decentralized Control for Large-Scale Nonlinear Systems With Stochastic Disturbances | IEEE T NEUR NET LEAR | 王焕清,渤海大学,数理学,; | 21197.28 | 3 | 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,; | 20117.6 | 4 | 2020 | Adaptive Neural Command Filtering Control for Nonlinear MIMO Systems With Saturation Input and Unknown Control Direction | IEEE T CYBERNETICS | 于金鹏,青岛大学,自动化工程学院,; | 14188.64 | 5 | 2020 | Linguistic Distribution-Based Optimization Approach for Large-Scale GDM With Comparative Linguistic Information: An Application on the Selection of Wastewater Disinfection Technology | IEEE T FUZZY SYST | 董玉成,四川大学,工商管理学院,; | 11634.88 | 6 | 2020 | Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis | APPL SOFT COMPUT | 陈慧灵,温州大学,数理与电子信息工程学院,; | 10987.52 | 7 | 2020 | Spatial Pyramid-Enhanced NetVLAD With Weighted Triplet Loss for Place Recognition | IEEE T NEUR NET LEAR | 张剑,浙江外国语学院,科学技术学院,; | 10893.28 | 8 | 2020 | Detecting Coherent Groups in Crowd Scenes by Multiview Clustering | IEEE T PATTERN ANAL | 王琦,西北工业大学,光学影像分析与学习中心,; | 11241.76 | 9 | 2020 | Fuzzy Approximation Based Asymptotic Tracking Control for a Class of Uncertain Switched Nonlinear Systems | IEEE T FUZZY SYST | 赵旭东,大连理工大学,控制科学与工程学院,; | 9714.88 | 10 | 2020 | Distributed Control of Nonlinear Multiagent Systems With Unknown and Nonidentical Control Directions via Event-Triggered Communication | IEEE T CYBERNETICS | 王燕舞,华中科技大学,自动化学院自动控制系,; | 9900.64 | 11 | 2020 | Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval | IEEE T CYBERNETICS | 申恒涛,电子科技大学,,; | 9836.64 | 12 | 2020 | Observer-Based Adaptive Fuzzy Tracking Control for Strict-Feedback Nonlinear Systems With Unknown Control Gain Functions | IEEE T CYBERNETICS | 佟绍成,辽宁工业大学,理学院,数学; | 9196.64 | 13 | 2020 | An enhanced Bacterial Foraging Optimization and its application for training kernel extreme learning machine | APPL SOFT COMPUT | 张笑钦,温州大学,计算机与人工智能学院,; | 8043.52 | 14 | 2020 | Generalized Latent Multi-View Subspace Clustering | IEEE T PATTERN ANAL | 胡清华,天津大学,计算机科学与技术,; | 9833.76 | 15 | 2020 | Neural Network-Based Adaptive Antiswing Control of an Underactuated Ship-Mounted Crane With Roll Motions and Input Dead Zones | IEEE T NEUR NET LEAR | 孙宁,南开大学,机器人与信息自动化研究所,; | 8781.28 | 16 | 2020 | ClothingOut: a category-supervised GAN model for clothing segmentation and retrieval | NEURAL COMPUT APPL | Sun, Yanfang,哈尔滨工业大学,计算机学院深圳校区,; | 7483.84 | 17 | 2020 | Managing Multigranular Unbalanced Hesitant Fuzzy Linguistic Information in Multiattribute Large-Scale Group Decision Making: A Linguistic Distribution-Based Approach | IEEE T FUZZY SYST | 于文玉,大连理工大学,信息管理与信息系统研究所,; | 7666.88 | 18 | 2020 | A Novel Z-Network Model Based on Bayesian Network and Z-Number | IEEE T FUZZY SYST | 蒋雯,西北工业大学,电子信息学院,; | 7602.88 | 19 | 2020 | EFMCDM: Evidential Fuzzy Multicriteria Decision Making Based on Belief Entropy | IEEE T FUZZY SYST | 肖富元,西南大学,计算机与信息科学学院,; | 7538.88 | 20 | 2020 | Prescribed Performance Cooperative Control for Multiagent Systems With Input Quantization | IEEE T CYBERNETICS | Zhang, Yanhui,渤海大学,数学与物理学院,; | 7724.64 | 21 | 2020 | Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm | IEEE T PATTERN ANAL | 林宙辰,北京大学,信息科学技术研究所,; | 8681.76 | 22 | 2020 | Adaptive Fuzzy Finite-Time Control of Nonlinear Systems With Actuator Faults | IEEE T CYBERNETICS | 王焕清,渤海大学,数理学院,; | 7596.64 | 23 | 2020 | Pythagorean fuzzy interaction power Bonferroni mean aggregation operators in multiple attribute decision making | INT J INTELL SYST | 王磊,辽宁工程技术大学,理学院,; | 7409.92 | 24 | 2020 | Robust Formation Control for Multiple Quadrotors With Nonlinearities and Disturbances | IEEE T CYBERNETICS | 刘浩,北京航空航天大学,自动化科学与电气工程学院,; | 7468.64 | 25 | 2020 | Context-Patch Face Hallucination Based on Thresholding Locality-Constrained Representation and Reproducing Learning | IEEE T CYBERNETICS | 江俊君,哈尔滨工业大学,计算机科学与技术学院,智能接口与人机交互研究中心; | 7404.64 | 26 | 2020 | An Underwater Image Enhancement Benchmark Dataset and Beyond | IEEE T IMAGE PROCESS | 任文琦,中国科学院大学,网络空间安全学院,; | 7062.4 | 27 | 2020 | Deep learning fault diagnosis method based on global optimization GAN for unbalanced data | KNOWL-BASED SYST | 杨帅,河南大学,计算机与信息工程学院,; | 6451.36 | 28 | 2020 | Adaptive Bipartite Event-Triggered Output Consensus of Heterogeneous Linear Multiagent Systems Under Fixed and Switching Topologies | IEEE T NEUR NET LEAR | 张化光,东北大学,信息科学与工程学院,; | 7309.28 | 29 | 2020 | Neural-Network-Based Adaptive Funnel Control for Servo Mechanisms With Unknown Dead-Zone | IEEE T CYBERNETICS | 王树波,青岛大学,自动化学院,; | 7148.64 | 30 | 2020 | Enhanced deep gated recurrent unit and complex wavelet packet energy moment entropy for early fault prognosis of bearing | KNOWL-BASED SYST | 邵海东,湖南大学,机械与运载工程学院,; | 6323.36 | 31 | 2020 | Hierarchical LSTMs with Adaptive Attention for Visual Captioning | IEEE T PATTERN ANAL | 申恒涛,电子科技大学,,; | 8105.76 | 32 | 2020 | Infrared and visible image fusion via detail preserving adversarial learning | INFORM FUSION | 江俊君,哈尔滨工业大学,计算机科学与技术学院,智能接口与人机交互研究中心; | 7435.04 | 33 | 2020 | An adaptive differential evolution with combined strategy for global numerical optimization | SOFT COMPUT | 杨柏,重庆工商大学,工商管理学院,; | 5608 | 34 | 2020 | Multiobjective Evolution of Fuzzy Rough Neural Network via Distributed Parallelism for Stock Prediction | IEEE T FUZZY SYST | 吕智涵,青岛大学,数据科学与软件工程学院,; | 6578.88 | 35 | 2020 | Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods | APPL SOFT COMPUT | 彭怡,电子科技大学,管理科学与工程,; | 5931.52 | 36 | 2020 | Robust Graph Learning From Noisy Data | IEEE T CYBERNETICS | 徐增林,中国电子科技大学,计算机科学与工程学院,; | 6828.64 | 37 | 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,; | 5791.04 | 38 | 2020 | Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification | IEEE T CYBERNETICS | 陈俊龙,华南理工大学,计算机科学与工程学院,; | 6764.64 | 39 | 2020 | Fault Detection for Fuzzy Semi-Markov Jump Systems Based on Interval Type-2 Fuzzy Approach | IEEE T FUZZY SYST | 梁洪晶,渤海大学,工学院,; | 6514.88 | 40 | 2020 | Short-term natural gas consumption prediction based on Volterra adaptive filter and improved whale optimization algorithm | ENG APPL ARTIF INTEL | 乔伟彪,华北水利水电大学,环境与市政工程学院,; | 5536.16 | 41 | 2020 | Coverless real-time image information hiding based on image block matching and dense convolutional network | J REAL-TIME IMAGE PR | 秦姣华,中南林业科技大学,计算机与信息工程学院,; | 5278.08 | 42 | 2020 | A survey of decision-making methods with probabilistic linguistic information: bibliometrics, preliminaries, methodologies, applications and future directions | FUZZY OPTIM DECIS MA | 徐泽水,四川大学,商学院,; | 5491.04 | 43 | 2020 | Hidden Bursting Firings and Bifurcation Mechanisms in Memristive Neuron Model With Threshold Electromagnetic Induction | IEEE T NEUR NET LEAR | 包伯成,常州大学,信息科学与工程学院,; | 6669.28 | 44 | 2020 | Multiple Lyapunov Functions for Adaptive Neural Tracking Control of Switched Nonlinear Nonlower-Triangular Systems | IEEE T CYBERNETICS | 刘艳军,辽宁工业大学,理学院,; | 6508.64 | 45 | 2020 | Event-Triggered Consensus Control for Multi-Agent Systems Against False Data-Injection Attacks | IEEE T CYBERNETICS | 鲁仁全,广东工业大学,自动化学院 | 6508.64 | 46 | 2020 | Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors | IEEE T CYBERNETICS | 周孟初,同济大学,,; | 6444.64 | 47 | 2020 | Deep belief network and linear perceptron based cognitive computing for collaborative robots | APPL SOFT COMPUT | 吕智涵,青岛大学,数据科学与软件工程学院,; | 5547.52 | 48 | 2020 | A multi-sensor data fusion enabled ensemble approach for medical data from body sensor networks | INFORM FUSION | Pirbhulal, Sandeep,中国科学院,深圳高级技术研究所,; | 6859.04 | 49 | 2020 | Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons | IEEE T NEUR NET LEAR | 魏熙乐,天津大学,电气与自动化工程学院,; | 6477.28 | 50 | 2020 | Manta ray foraging optimization: An effective bio-inspired optimizer for engineering applications | ENG APPL ARTIF INTEL | 王利英,河北工程大学,水利水电学院,; | 5280.16 | 51 | 2020 | IFCNN: A general image fusion framework based on convolutional neural network | INFORM FUSION | 张彧,清华大学,电子工程系,; | 6731.04 | 52 | 2020 | Image denoising using deep CNN with batch renormalization | NEURAL NETWORKS | 徐勇,哈尔滨工业大学,计算机科学与技术,; | 5695.52 | 53 | 2020 | Fault-Tolerant Consensus Tracking Control for Linear Multiagent Systems Under Switching Directed Network | IEEE T CYBERNETICS | 杨光红,东北大学,信息科学与工程学院,; | 6252.64 | 54 | 2020 | Command Filter-Based Adaptive NN Control for MIMO Nonlinear Systems With Full-State Constraints and Actuator Hysteresis | IEEE T CYBERNETICS | Sun, Kangkang,哈尔滨工业大学,,; | 6252.64 | 55 | 2020 | H-infinity Containment Control of Multiagent Systems Under Event-Triggered Communication Scheduling: The Finite-Horizon Case | IEEE T CYBERNETICS | 丁德锐,上海理工大学,光电信息与计算机工程学院; | 6252.64 | 56 | 2020 | Hybrid Microgrid Many-Objective Sizing Optimization With Fuzzy Decision | IEEE T FUZZY SYST | 吕智涵,青岛大学,数据科学与软件工程学院; | 6002.88 | 57 | 2020 | A bibliometric analysis of neutrosophic set: two decades review from 1998 to 2017 | ARTIF INTELL REV | 彭新东,韶关学院,信息工程学院,; | 5399.52 | 58 | 2020 | Alcoholism identification via convolutional neural network based on parametric ReLU, dropout, and batch normalization | NEURAL COMPUT APPL | 张煜东,南京师范大学,计算机学院,; | 5179.84 | 59 | 2020 | EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks | IEEE T AFFECT COMPUT | 郑文明,东南大学,生物科学与医学工程学院,; | 5553.92 | 60 | 2020 | Distributed Set-Membership Filtering for Multirate Systems Under the Round-Robin Scheduling Over Sensor Networks | IEEE T CYBERNETICS | 魏国亮,上海理工大学,光电信息与计算机工程学院,; | 6060.64 | 61 | 2020 | Adaptive Optimal Control for a Class of Nonlinear Systems: The Online Policy Iteration Approach | IEEE T NEUR NET LEAR | 何舒平,安徽大学,电气工程与自动化学院,; | 6093.28 | 62 | 2020 | NN Reinforcement Learning Adaptive Control for a Class of Nonstrict-Feedback Discrete-Time Systems | IEEE T CYBERNETICS | 李铁山,电子科技大学,自动化工程学院,; | 5996.64 | 63 | 2020 | Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation | IEEE T PATTERN ANAL | 韩军伟,西北工业大学,自动化学院,; | 7081.76 | 64 | 2020 | Class-imbalanced dynamic financial distress prediction based on Adaboost-SVM ensemble combined with SMOTE and time weighting | INFORM FUSION | 孙洁,浙江师范大学,工商管理学院,; | 6411.04 | 65 | 2020 | PCL: Proposal Cluster Learning for Weakly Supervised Object Detection | IEEE T PATTERN ANAL | 王兴刚,华中科技大学,电子信息与通信学院,; | 7017.76 | 66 | 2020 | Hybrid-driven finite-time H-infinity sampling synchronization control for coupling memory complex networks with stochastic cyber attacks | NEUROCOMPUTING | 王俊,西南民族大学,电气信息工程学院,; | 4870.08 | 67 | 2020 | Fuzzy Output Tracking Control and Filtering for Nonlinear Discrete-Time Descriptor Systems Under Unreliable Communication Links | IEEE T CYBERNETICS | 严怀成,华东理工大学,自动化系,; | 5868.64 | 68 | 2020 | Adaptive Neural Control of a Class of Stochastic Nonlinear Uncertain Systems With Guaranteed Transient Performance | IEEE T CYBERNETICS | 刘治,广东工业大学,自动化学院,; | 5868.64 | 69 | 2020 | Barrier Lyapunov Function-Based Adaptive Fuzzy FTC for Switched Systems and Its Applications to Resistance-Inductance-Capacitance Circuit System | IEEE T CYBERNETICS | 刘艳军,辽宁工业大学,理学院,; | 5868.64 | 70 | 2020 | Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems | IEEE T CYBERNETICS | 伍国华,中南大学,交通运输工程学院,; | 5804.64 | 71 | 2020 | Evidence Combination Based on Credal Belief Redistribution for Pattern Classification | IEEE T FUZZY SYST | 刘准钆,西北工业大学,自动化学院,; | 5490.88 | 72 | 2020 | Fusion estimation for multi-rate linear repetitive processes under weighted try-once-discard protocol | INFORM FUSION | 沈波,东华大学,信息科学与技术学院,; | 6155.04 | 73 | 2020 | Global Stabilization of Fractional-Order Memristor-Based Neural Networks With Time Delay | IEEE T NEUR NET LEAR | 黄霞,山东科技大学,电气与自动化工程学院,; | 5837.28 | 74 | 2020 | Takagi-Sugeno Model Based Event-Triggered Fuzzy Sliding-Mode Control of Networked Control Systems With Semi-Markovian Switchings | IEEE T FUZZY SYST | 考永贵,哈尔滨工业大学 | 5426.88 | 75 | 2020 | Applying graph-based differential grouping for multiobjective large-scale optimization | SWARM EVOL COMPUT | 谷宇,北京科技大学,自动化学院,; | 5009.92 | 76 | 2020 | REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs | MED IMAGE ANAL | 许言午,百度公司,,; | 5623.68 | 77 | 2020 | Research on Road Traffic Situation Awareness System Based on Image Big Data | IEEE INTELL SYST | 祝青,湖南城市学院,信息科学与工程学院,; | 4554.24 | 78 | 2020 | Summation Detector for False Data-Injection Attack in Cyber-Physical Systems | IEEE T CYBERNETICS | 叶丹,东北大学,信息科学与工程学院,; | 5612.64 | 79 | 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 | 80 | 2020 | Finite-Horizon H-infinity State Estimation for Periodic Neural Networks Over Fading Channels | IEEE T NEUR NET LEAR | 周琪,广东工业大学,自动化学院,; | 5645.28 | 81 | 2020 | An effective improved co-evolution ant colony optimisation algorithm with multi-strategies and its application | INT J BIO-INSPIR COM | 赵慧敏,大连理工大学,环境学院,; | 4411.04 | 82 | 2020 | Quantum-enhanced multiobjective large-scale optimization via parallelism | SWARM EVOL COMPUT | 赵建伟,河北工业大学,计算机科学与软件学院,; | 4881.92 | 83 | 2020 | Feature Boosting Network For 3D Pose Estimation | IEEE T PATTERN ANAL | 段凌宇,北京大学,信息科学技术研究所,; | 6569.76 | 84 | -1 | 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 | 85 | 2020 | Cross-layer congestion control of wireless sensor networks based on fuzzy sliding mode control | NEURAL COMPUT APPL | 熊志利,黄冈师范学院,电子信息学院,; | 4411.84 | 86 | 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 | 87 | 2020 | Echo State Network-Based Backstepping Adaptive Iterative Learning Control for Strict-Feedback Systems: An Error-Tracking Approach | IEEE T CYBERNETICS | 孙明轩,浙江工业大学,信息工程学院,; | 5420.64 | 88 | 2020 | Collaborative detection and power allocation framework for target tracking in multiple radar system | INFORM FUSION | 刘红卫,西安电子科技大学,数学与统计学院,; | 5771.04 | 89 | 2020 | Prescribed Performance Adaptive Fuzzy Containment Control for Nonlinear Multiagent Systems Using Disturbance Observer | IEEE T CYBERNETICS | 梁洪晶,渤海大学,工学院,; | 5356.64 | 90 | 2020 | Consensus reaching for social network group decision making by considering leadership and bounded confidence | KNOWL-BASED SYST | 张震,大连理工大学,系统工程研究所,; | 4531.36 | 91 | 2020 | Electrocardiogram soft computing using hybrid deep learning CNN-ELM | APPL SOFT COMPUT | 周书仁,长沙理工大学,计算机与通信工程学院,; | 4459.52 | 92 | 2020 | Multi-class Arrhythmia detection from 12-lead varied-length ECG using Attention-based Time-Incremental Convolutional Neural Network | INFORM FUSION | 李烨,中国科学院,深圳先进技术研究院,; | 5771.04 | 93 | 2020 | A survey on machine learning for data fusion | INFORM FUSION | 闫峥,西安电子科技大学,网络空间安全,; | 5771.04 | 94 | 2020 | DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion | IEEE T IMAGE PROCESS | 梅晓光,武汉大学,电子信息学院,; | 5078.4 | 95 | 2020 | Adaptive Reinforcement Learning Neural Network Control for Uncertain Nonlinear System With Input Saturation | IEEE T CYBERNETICS | 周琪,广东工业大学,自动化学院,; | 5356.64 | 96 | 2020 | NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding | IEEE T PATTERN ANAL | 段凌宇,北京大学,信息科学技术研究所,; | 6377.76 | 97 | 2020 | Hybrid Noise-Oriented Multilabel Learning | IEEE T CYBERNETICS | 胡清华,天津大学,计算机科学与技术,; | 5292.64 | 98 | 2020 | Attention-guided CNN for image denoising | NEURAL NETWORKS | 徐勇,哈尔滨工业大学,计算机科学与技术,; | 4607.52 | 99 | 2020 | Interval Multiobjective Optimization With Memetic Algorithms | IEEE T CYBERNETICS | 巩敦卫,中国矿业大学,信息与电气工程学院,; | 5228.64 | 100 | 2020 | SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos | IEEE T PATTERN ANAL | 韩军伟,西北工业大学,自动化学院,; 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