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Shaobo Li 0001
Person information
- affiliation: Guizhou University, State Key Laboratory of Public Big Data, Guiyang, China
Other persons with the same name
- Shaobo Li — disambiguation page
- Shaobo Li 0002
— China University of Geosciences, Wuhan, China (and 1 more)
- Shaobo Li 0003
— Beijing University of Posts and Telecommunications, Beijing, China
- Shaobo Li 0004
— Harbin Institute of Technology, Harbin, China
- Shaobo Li 0005
— University of Illinois, Urbana-Champaign, IL, USA
- Shaobo Li 0006 — University of Kansas, Lawrence, KS, USA
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2020 – today
- 2024
- [j67]Lei Yang
, Shaobo Li, Caichao Zhu, Ansi Zhang, Zihao Liao:
Spatio-temporal correlation-based multiple regression for anomaly detection and recovery of unmanned aerial vehicle flight data. Adv. Eng. Informatics 60: 102440 (2024) - [j66]Chuanjiang Li, Shaobo Li, Yixiong Feng, Konstantinos Gryllias, Fengshou Gu, Michael G. Pecht:
Small data challenges for intelligent prognostics and health management: a review. Artif. Intell. Rev. 57(8): 214 (2024) - [j65]Rongxiang Xie, Liya Yu, Shaobo Li
, Fengbin Wu, Tao Zhang, Panliang Yuan
:
Multi-Strategy-Improved Growth Optimizer and Its Applications. Axioms 13(6): 361 (2024) - [j64]Jing Xu, Xiaoli Ruan, Jing Yang, Bingqi Hu, Shaobo Li, Jianjun Hu:
SME-MFP: A novel spatiotemporal neural network with multiangle initialization embedding toward multifunctional peptides prediction. Comput. Biol. Chem. 109: 108033 (2024) - [j63]Qianfu Zhang
, Shaobo Li, Ruiqiang Pu, Peng Zhou, Guanglin Chen, Kaixin Li, Dongchao Lv:
An adaptive robust service composition and optimal selection method for cloud manufacturing based on the enhanced multi-objective artificial hummingbird algorithm. Expert Syst. Appl. 244: 122823 (2024) - [j62]Jialin Lu, Jing Yang
, Shaobo Li
, Yijun Li, Wu Jiang, Jiangtian Dai, Jianjun Hu:
A2C-DRL: Dynamic Scheduling for Stochastic Edge-Cloud Environments Using A2C and Deep Reinforcement Learning. IEEE Internet Things J. 11(9): 16915-16927 (2024) - [j61]Jing Yang, Zukun Yu, Shaobo Li, Yang Cao, Jianjun Hu, Ji Xu
:
GGT-SNN: Graph learning and Gaussian prior integrated spiking graph neural network for event-driven tactile object recognition. Inf. Sci. 677: 120998 (2024) - [j60]Jie Sun, Jing Yang, Wang Chen, Sujie Ding, Shaobo Li, Jianjun Hu:
LCTCS: Low-Cost and Two-Channel Sparse Network for Hyperspectral Image Classification. Neural Process. Lett. 56(3): 181 (2024) - [j59]Shujie Ding
, Xiaoli Ruan, Jing Yang, Jie Sun
, Shaobo Li
, Jianjun Hu
:
LSSMA: Lightweight Spectral-Spatial Neural Architecture With Multiattention Feature Extraction for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 6394-6413 (2024) - [i6]Chunyu Xue, Weihao Cui, Han Zhao, Quan Chen, Shulai Zhang, Pengyu Yang, Jing Yang, Shaobo Li, Minyi Guo:
A Codesign of Scheduling and Parallelization for Large Model Training in Heterogeneous Clusters. CoRR abs/2403.16125 (2024) - 2023
- [j58]Ansi Zhang, Song Li
, Jie Wu, Shaobo Li
, Bao Zhang:
Exploring Semantic Information Extraction From Different Data Forms in 3D Point Cloud Semantic Segmentation. IEEE Access 11: 61929-61949 (2023) - [j57]Yue Wang, Guanci Yang
, Shaobo Li, Yang Li
, Ling He, Dan Liu:
Arrhythmia classification algorithm based on multi-head self-attention mechanism. Biomed. Signal Process. Control. 79(Part): 104206 (2023) - [j56]Jing Yang
, Jie Sun, Yaping Ren
, Shaobo Li, Shujie Ding, Jianjun Hu:
GACP: graph neural networks with ARMA filters and a parallel CNN for hyperspectral image classification. Int. J. Digit. Earth 16(1): 1770-1800 (2023) - [j55]Menghan Li
, Junxing Zhang
, Shaobo Li, Fengbin Wu:
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance. Eng. Appl. Artif. Intell. 125: 106650 (2023) - [j54]Xuan Xiong
, Shaobo Li
, Fengbin Wu
:
An Enhanced Neural Network Algorithm with Quasi-Oppositional-Based and Chaotic Sine-Cosine Learning Strategies. Entropy 25(9): 1255 (2023) - [j53]Tandong Li
, Shaobo Li
, Junxing Zhang
, Hang Sun
, Chaojie Zheng
, Dongchao Lv
:
Adaptive-Neuro-Learning Tracking Control for the Permanent Magnet Synchronous Motor with Full-State Prescribed Performances and Time Delays. Int. J. Intell. Syst. 2023: 1-24 (2023) - [j52]Mingming Shen
, Shaobo Li
, Jing Yang
, Ansi Zhang
, Qiuchen He
, Ruiqiang Pu
:
A TL_FLAT Model for Chinese Text Datasets of UAV Power Systems: Optimization and Performance. Int. J. Intell. Syst. 2023: 1-16 (2023) - [j51]Qisong Song
, Liya Yu
, Shaobo Li
, Naohiko Hanajima
, Xingxing Zhang
, Ruiqiang Pu
:
Energy Dispatching Based on an Improved PSO-ACO Algorithm. Int. J. Intell. Syst. 2023: 1-17 (2023) - [j50]Jing Yang
, Kun Yuan
, Suhao Chen, Qinglang Li, Shaobo Li
, Xiuhua Zhang
, Bin Li:
A New Multinetwork Mean Distillation Loss Function for Open-World Domain Incremental Object Detection. Int. J. Intell. Syst. 2023: 1-21 (2023) - [j49]Yizong Zhang
, Shaobo Li
, Qiuchen He
, Ansi Zhang, Chuanjiang Li, Zihao Liao:
An Intelligent Fault Detection Framework for FW-UAV Based on Hybrid Deep Domain Adaptation Networks and the Hampel Filter. Int. J. Intell. Syst. 2023: 1-19 (2023) - [j48]Yang Li
, Guanci Yang
, Zhidong Su
, Shaobo Li, Yang Wang:
Human activity recognition based on multienvironment sensor data. Inf. Fusion 91: 47-63 (2023) - [j47]Chuanjiang Li
, Shaobo Li, Huan Wang
, Fengshou Gu
, Andrew D. Ball:
Attention-based deep meta-transfer learning for few-shot fine-grained fault diagnosis. Knowl. Based Syst. 264: 110345 (2023) - [j46]Mingbao Yang
, Peng Zhou
, Shaobo Li, Yuanmeng Zhang, Jianjun Hu, Ansi Zhang:
Multi-Head multimodal deep interest recommendation network. Knowl. Based Syst. 276: 110689 (2023) - [j45]Chuanjiang Li, Shaobo Li, Lei Yang, Hongjing Wei, Ansi Zhang, Yizong Zhang
:
A novel multiscale hybrid neural network for intelligent fine-grained fault diagnosis. Networks Heterog. Media 18(1): 444-462 (2023) - [j44]Yang Wang, Tao Zhou, Guanci Yang, Chenglong Zhang
, Shaobo Li:
A regularized stochastic configuration network based on weighted mean of vectors for regression. PeerJ Comput. Sci. 9: e1382 (2023) - [j43]Shaohua Luo
, Yongduan Song
, Frank L. Lewis
, Roberto Garrappa
, Shaobo Li
:
Dynamic Analysis and Fuzzy Fixed-Time Optimal Synchronization Control of Unidirectionally Coupled FO Permanent Magnet Synchronous Generator System. IEEE Trans. Fuzzy Syst. 31(5): 1742-1755 (2023) - [j42]Hua Li
, Xing Wu
, Tao Liu, Shaobo Li
:
The Methodology of Modified Frequency Band Envelope Kurtosis for Bearing Fault Diagnosis. IEEE Trans. Ind. Informatics 19(3): 2856-2865 (2023) - [j41]Hua Li
, Tao Liu
, Xing Wu, Shaobo Li
:
Correlated SVD and Its Application in Bearing Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 34(1): 355-365 (2023) - [i5]Yao Xiao, Ji Xu, Jing Yang, Shaobo Li:
Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks. CoRR abs/2301.04381 (2023) - 2022
- [j40]Xiaoyu Li, Shaobo Li
, Peng Zhou, Guanglin Chen:
Forecasting Network Interface Flow Using a Broad Learning System Based on the Sparrow Search Algorithm. Entropy 24(4): 478 (2022) - [j39]Menghan Li
, Shaobo Li
, Junxing Zhang, Fengbin Wu
, Tao Zhang:
Neural Adaptive Funnel Dynamic Surface Control with Disturbance-Observer for the PMSM with Time Delays. Entropy 24(8): 1028 (2022) - [j38]Fengbin Wu
, Junxing Zhang, Shaobo Li
, Dongchao Lv, Menghan Li
:
An Enhanced Differential Evolution Algorithm with Bernstein Operator and Refracted Oppositional-Mutual Learning Strategy. Entropy 24(9): 1205 (2022) - [j37]Yizong Zhang
, Shaobo Li
, Ansi Zhang
, Chuanjiang Li, Ling Qiu:
A Novel Bearing Fault Diagnosis Method Based on Few-Shot Transfer Learning across Different Datasets. Entropy 24(9): 1295 (2022) - [j36]Chuanjiang Li
, Shaobo Li, Ansi Zhang, Lei Yang, Enrico Zio, Michael G. Pecht, Konstantinos Gryllias:
A Siamese hybrid neural network framework for few-shot fault diagnosis of fixed-wing unmanned aerial vehicles. J. Comput. Des. Eng. 9(4): 1511-1524 (2022) - [j35]Hao Dong
, Jing Yang
, Jun Wang
, Shaobo Li
:
Surface Quality Automatic Inspection for Pharmaceutical Capsules Using Deep Learning. J. Sensors 2022: 1-18 (2022) - 2021
- [j34]Hongjing Wei
, Shaobo Li
, Huafeng Quan, Dacheng Liu
, Shu Rao, Chuanjiang Li
, Jianjun Hu
:
Unified Multi-Objective Genetic Algorithm for Energy Efficient Job Shop Scheduling. IEEE Access 9: 54542-54557 (2021) - [j33]Qisong Song
, Shaobo Li
, Jing Yang, Qiang Bai, Jianjun Hu, Xingxing Zhang, Ansi Zhang:
Intelligent Optimization Algorithm-Based Path Planning for a Mobile Robot. Comput. Intell. Neurosci. 2021: 8025730:1-8025730:17 (2021) - [j32]Qisong Song
, Shaobo Li
, Qiang Bai, Jing Yang
, Ansi Zhang, Xingxing Zhang
, Longxuan Zhe:
Trajectory Planning of Robot Manipulator Based on RBF Neural Network. Entropy 23(9): 1207 (2021) - [j31]Xingxing Zhang
, Shaobo Li
, Jing Yang
, Qiang Bai, Yang Wang, Mingming Shen, Ruiqiang Pu, Qisong Song:
Target Classification Method of Tactile Perception Data with Deep Learning. Entropy 23(11): 1537 (2021) - [j30]Chuanjiang Li
, Shaobo Li, Ansi Zhang, Qiang He, Zihao Liao, Jianjun Hu:
Meta-learning for few-shot bearing fault diagnosis under complex working conditions. Neurocomputing 439: 197-211 (2021) - [j29]Sanlong Jiang
, Shaobo Li
, Qiang Bai, Jing Yang
, Yanming Miao, Leiyu Chen:
Research on Generation Method of Grasp Strategy Based on DeepLab V3+ for Three-Finger Gripper. Inf. 12(7): 278 (2021) - [j28]Leiyu Chen
, Shaobo Li
, Qiang Bai, Jing Yang
, Sanlong Jiang, Yanming Miao:
Review of Image Classification Algorithms Based on Convolutional Neural Networks. Remote. Sens. 13(22): 4712 (2021) - [i4]Huafeng Quan, Shaobo Li, Changchang Zeng, Hongjing Wei, Jianjun Hu:
Big Data driven Product Design: A Survey. CoRR abs/2109.11424 (2021) - [i3]Mingbao Yang, Shaobo Li, Zhou Peng, Ansi Zhang, Yuanmeng Zhang:
MultiHead MultiModal Deep Interest Recommendation Network. CoRR abs/2110.10205 (2021) - 2020
- [j27]Yabo Dan
, Rongzhi Dong
, Zhuo Cao
, Xiang Li
, Chengcheng Niu
, Shaobo Li
, Jianjun Hu
:
Computational Prediction of Critical Temperatures of Superconductors Based on Convolutional Gradient Boosting Decision Trees. IEEE Access 8: 57868-57878 (2020) - [j26]Shaobo Li
, Wanli Yang
, Ansi Zhang
, Huibin Liu
, Jinyuan Huang
, Chuanjiang Li
, Jianjun Hu
:
A Novel Method of Bearing Fault Diagnosis in Time-Frequency Graphs Using InceptionResnet and Deformable Convolution Networks. IEEE Access 8: 92743-92753 (2020) - [j25]Qiang Bai
, Shaobo Li
, Jing Yang
, Qisong Song, Zhiang Li, Xingxing Zhang:
Object Detection Recognition and Robot Grasping Based on Machine Learning: A Survey. IEEE Access 8: 181855-181879 (2020) - [j24]Sen Zhang
, Shaobo Li
, Xiang Li, Yong Yao:
Representation of Traffic Congestion Data for Urban Road Traffic Networks Based on Pooling Operations. Algorithms 13(4): 84 (2020) - [j23]Shaobo Li
, Yabo Dan, Xiang Li, Tiantian Hu, Rongzhi Dong
, Zhuo Cao, Jianjun Hu
:
Critical Temperature Prediction of Superconductors Based on Atomic Vectors and Deep Learning. Symmetry 12(2): 262 (2020) - [j22]Tiantian Hu, Hui Song, Tao Jiang, Shaobo Li
:
Learning Representations of Inorganic Materials from Generative Adversarial Networks. Symmetry 12(11): 1889 (2020) - [i2]Chengchang Zeng, Shaobo Li, Qin Li, Jie Hu, Jianjun Hu:
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics, and Benchmark Datasets. CoRR abs/2006.11880 (2020)
2010 – 2019
- 2019
- [j21]Jing Yang
, Shaobo Li, Zheng Wang
, Guanci Yang
:
Real-Time Tiny Part Defect Detection System in Manufacturing Using Deep Learning. IEEE Access 7: 89278-89291 (2019) - [j20]Ansi Zhang
, Shaobo Li, Yuxin Cui, Wanli Yang, Rongzhi Dong, Jianjun Hu
:
Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning. IEEE Access 7: 110895-110904 (2019) - [j19]Sen Zhang
, Yong Yao, Jie Hu
, Yong Zhao
, Shaobo Li
, Jianjun Hu
:
Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks. Sensors 19(10): 2229 (2019) - [j18]Huafeng Quan
, Shaobo Li
, Hongjing Wei, Jianjun Hu:
Personalized Product Evaluation Based on GRA-TOPSIS and Kansei Engineering. Symmetry 11(7): 867 (2019) - [i1]Yabo Dan, Yong Zhao, Xiang Li, Shaobo Li, Ming Hu, Jianjun Hu:
Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials. CoRR abs/1911.05020 (2019) - 2018
- [j17]Shaobo Li
, Wang Zou, Jianjun Hu
:
A Novel Evolutionary Algorithm for Designing Robust Analog Filters. Algorithms 11(3): 26 (2018) - [j16]Jie Hu
, Shaobo Li
, Yong Yao, Liya Yu, Guanci Yang
, Jianjun Hu
:
Patent Keyword Extraction Algorithm Based on Distributed Representation for Patent Classification. Entropy 20(2): 104 (2018) - [j15]Xuemei Yao, Shaobo Li, Ansi Zhang:
Equipment Condition Monitoring and Diagnosis System Based on Evidence Weight. Int. J. Online Eng. 14(2): 143-154 (2018) - [j14]Xuemei Yao, Shaobo Li, Yong Yao, Xiaoting Xie:
Health Monitoring and Diagnosis of Equipment Based on Multi-sensor Fusion. Int. J. Online Eng. 14(4): 4-19 (2018) - [j13]Shaohua Luo
, Shaobo Li, Farid Tajaddodianfar, Jianjun Hu:
Anti-oscillation and chaos control of the fractional-order brushless DC motor system via adaptive echo state networks. J. Frankl. Inst. 355(14): 6435-6453 (2018) - [j12]Shaohua Luo, Shaobo Li, Farid Tajaddodianfar:
Chaos and Nonlinear Feedback Control of the Arch Micro-Electro-Mechanical System. J. Syst. Sci. Complex. 31(6): 1510-1524 (2018) - [j11]Shaobo Li, Jie Hu, Yuxin Cui, Jianjun Hu
:
DeepPatent: patent classification with convolutional neural networks and word embedding. Scientometrics 117(2): 721-744 (2018) - [j10]Guanci Yang
, Jing Yang
, Weihua Sheng
, Francisco Erivaldo Fernandes Junior
, Shaobo Li
:
Convolutional Neural Network-Based Embarrassing Situation Detection under Camera for Social Robot in Smart Homes. Sensors 18(5): 1530 (2018) - 2017
- [j9]Guanci Yang
, Weihua Sheng
, Shaobo Li
, Yang Wang, Fei Xu:
Game-theoretic Evolutionary Algorithm Based on Behavioral Expectation and its Performance Analysis. Appl. Artif. Intell. 31(5-6): 493-517 (2017) - [j8]Guanci Yang
, Ansi Zhang
, Shaobo Li
, Yang Wang
, Yunan Wang, Qingsheng Xie, Ling He
:
Multi-objective evolutionary algorithm based on decision space partition and its application in hybrid power system optimisation. Appl. Intell. 46(4): 827-844 (2017) - [j7]Shaohua Luo
, Shaobo Li
, Farid Tajaddodianfar
:
Chaos and Adaptive Control of the Fractional-Order Magnetic-Field Electromechanical Transducer. Int. J. Bifurc. Chaos 27(13): 1750203:1-1750203:9 (2017) - [j6]Xuemei Yao
, Shaobo Li
, Jianjun Hu
:
Improving Rolling Bearing Fault Diagnosis by DS Evidence Theory Based Fusion Model. J. Sensors 2017: 6737295:1-6737295:14 (2017) - [j5]Qing Hou, Qingsheng Xie, Shaobo Li:
The model of information security risk assessment based on advanced evidence theory. Int. J. Syst. Assur. Eng. Manag. 8(3s): 2030-2035 (2017) - [j4]Shaobo Li
, Guokai Liu, Xianghong Tang, Jianguang Lu
, Jianjun Hu
:
An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis. Sensors 17(8): 1729 (2017) - 2016
- [j3]Wei Meng, Shaobo Li, Jinglei Qu
:
An iterative and fair protocol for bilateral multi-issue negotiation with complex utility space. Multiagent Grid Syst. 12(2): 125-138 (2016) - 2014
- [j2]Wei Meng, Shaobo Li
, Guanci Yang
, Zhonghe Wei:
Reputation-based multi-dimensional trust model in cloud manufacturing service platform. Multiagent Grid Syst. 10(4): 233-246 (2014) - 2011
- [c7]Shaobo Li, Jinglei Qu, Guanci Yang:
Multi-objective optimization of constrained parallel Hybrid Electric Vehicles. ICAC 2011: 127-132 - [c6]Jie Qin, Shaobo Li
, Haisong Huang:
An Application of Fuzzy Control Based on PLC in the Pressure Control System of Chinese Medicine Water Extraction. ISCID (1) 2011: 119-122 - 2010
- [c5]Shaobo Li
, Shulin Lv, Xiaohui Jia, Zhisheng Shao:
Application of Clipboard Monitoring Technology in Graphic and Document Information Security Protection System. IITSI 2010: 423-426 - [c4]Shaobo Li
, Xiaohui Jia, Shulin Lv, Zhisheng Shao:
Research and Application of USB Filter Driver Based on Windows Kernel. IITSI 2010: 438-441
2000 – 2009
- 2009
- [c3]Shaobo Li, Weijie Pan, Guanci Yang, Linna Chen:
Optimization of 3G Wireless Network Using Genetic Programming. ISCID (2) 2009: 131-134 - [c2]Qingsheng Xie, Weijie Pan, Shaobo Li, Guanci Yang:
Manufacturing Capability Evaluation of E-HUB Based on Harmony Theory. SSME 2009: 487-490 - 2008
- [j1]Jianjun Hu, Erik D. Goodman
, Shaobo Li
, Ronald C. Rosenberg:
Automated synthesis of mechanical vibration absorbers using genetic programming. Artif. Intell. Eng. Des. Anal. Manuf. 22(3): 207-217 (2008) - 2007
- [p1]Jianjun Hu, Shaobo Li
, Erik D. Goodman
:
Evolutionary Robust Design of Analog Filters Using Genetic Programming. Evolutionary Computation in Dynamic and Uncertain Environments 2007: 479-496 - 2002
- [c1]Jianjun Hu, Kisung Seo, Shaobo Li, Zhun Fan, Ronald C. Rosenberg, Erik D. Goodman:
Structure Fitness Sharing (SFS) For Evolutionary Design By Genetic Programming. GECCO 2002: 780-787
Coauthor Index
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