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Xiaoguang Gao

Northwestern Polytechnical University

15H-index
137Paper Count
914Citation Count
Published Papers 26
Publication Date
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Bayesian network parameter learning with constraint tradeoff
errINFORMATION SCIENCES
IF6.8
err2025-11-01
err0
PREAI
errRu, Xinxin; Gao, Xiaoguang; Wang, Yangyang; Liu, Xiaohan; Li, Yao
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errSave
Bayesian network structure learning based on discrete artificial jellyfish search: Leveraging scoring and graphical properties
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2025-02-01
err0
PREAI
errYan, Xuchen; Gao, Xiaoguang; Wang, Zidong; Wang, Qianglong; Liu, Xiaohan
errShare
errSave
Finding community structure in Bayesian networks by heuristic K-standard deviation method
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-09-01
err0
PREAI
errWang, Chenfeng; Gao, Xiaoguang; Li, Xinyu; Li, Bo; Wan, Kaifang
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errSave
Incorporating structural constraints into continuous optimization for causal discovery
errNEUROCOMPUTING
IF6.5
err2024-08-01
err0
PREAI
errWang, Zidong; Gao, Xiaoguang; Liu, Xiaohan; Ru, Xinxin; Zhang, Qingfu
errShare
errSave
Choice Function-Based Hyper-Heuristics for Causal Discovery under Linear Structural Equation Models
errBIOMIMETICS
IF3.9
err2024-06-10
err1
errOAAI
errDang, Yinglong; Gao, Xiaoguang; Wang, Zidong
errShare
errSave
The Improved Ordering-Based Search Method Incorporating with Ensemble Learning
errCOGNITIVE COMPUTATION
IF4.3
err2024-02-12
err0
PREAI
errWang, Hao; Wang, Zidong; Zhong, Ruiguo; Liu, Xiaohan; Gao, Xiaoguang
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errSave
Feature Analysis Network: An Interpretable Idea in Deep Learning
errCOGNITIVE COMPUTATION
IF4.3
err2024-01-20
err4
PREAI
errLi, Xinyu; Gao, Xiaoguang; Wang, Qianglong; Wang, Chenfeng; Li, Bo; Wan, Kaifang
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errSave
A metaheuristic causal discovery method in directed acyclic graphs space
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-09-01
err4
PREAI
errLiu, Xiaohan; Gao, Xiaoguang; Wang, Zidong; Ru, Xinxin; Zhang, Qingfu
errShare
errSave
Bayesian network parameter learning using fuzzy constraints
errNEUROCOMPUTING
IF6.5
err2023-08-01
err3
PREAI
errRu, Xinxin; Gao, Xiaoguang; Wang, Zidong; Wang, Yangyang; Liu, Xiaohan
errShare
errSave
Improving greedy local search methods by switching the search space
errAPPLIED INTELLIGENCE
IF3.5
err2023-06-24
err4
PREAI
errLiu, Xiaohan; Gao, Xiaoguang; Ru, Xinxin; Tan, Xiangyuan; Wang, Zidong
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errSave
Imaginary filtered hindsight experience replay for UAV tracking dynamic targets in large-scale unknown environments
errCHINESE JOURNAL OF AERONAUTICS
IF5.7
err2023-05-01
err14
errOAAI
errHu, Zijian; Gao, Xiaoguang; Wan, Kaifang; Evgeny, Neretin; LI, Jinliang
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errSave
Bayesian network parameter learning using constraint-based data extension method
errAPPLIED INTELLIGENCE
IF3.5
err2022-08-13
err3
PREAI
errRu, Xinxin; Gao, Xiaoguang; Wang, Yangyang; Liu, Xiaohan
errShare
errSave
Generative and discriminative infinite restricted Boltzmann machine training
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2022-05-19
err1
errOAAI
errWang, Qianglong; Gao, Xiaoguang; Wan, Kaifang; Hu, Zijian
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errSave
A precise method for RBMs training using phased curricula
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2022-05-07
err0
PREAI
errWang, Qianglong; Gao, Xiaoguang; Li, Xinyu; Hu, Zijian; Wan, Kaifang
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errSave
Determining the direction of the local search in topological ordering space for Bayesian network structure learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-12-01
err5
PREAI
errWang, Zidong; Gao, Xiaoguang; Tan, Xiangyuan; Liu, Xiaohan
errShare
errSave
Relevant experience learning: A deep reinforcement learning method for UAV autonomous motion planning in complex unknown environments
errCHINESE JOURNAL OF AERONAUTICS
IF5.7
err2021-12-01
err54
errOAAI
errHu, Zijian; Gao, Xiaoguang; Wan, Kaifang; Zhai, Yiwei; Wang, Qianglong
errShare
errSave
Learning Bayesian networks using A* search with ancestral constraints
errNEUROCOMPUTING
IF6.5
err2021-09-01
err4
PREAI
errWang, Zidong; Gao, Xiaoguang; Tan, Xiangyuan; Liu, Xiaohan
errShare
errSave
Global Analysis of Microbiota Signatures in Four Major Types of Gastrointestinal Cancer
errFRONTIERS IN ONCOLOGY
IF3.3
err2021-08-05
err24
errOAAI
errWang, Jihan; Wang, Yangyang; Li, Zhenzhen; Gao, Xiaoguang; Huang, Dageng
errShare
errSave
Bidirectional heuristic search to find the optimal Bayesian network structure
errNEUROCOMPUTING
IF6.5
err2021-02-01
err12
PREAI
errTan, Xiangyuan; Gao, Xiaoguang; Wang, Zidong; He, Chuchao
errShare
errSave
Learning Bayesian networks based on order graph with ancestral constraints
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-01-01
err16
errOAAI
errWang, Zidong; Gao, Xiaoguang; Yang, Yu; Tan, Xiangyuan; Chen, Daqing
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
Q
Qingfu Zhang
H-index: 77 · Papers: 591
任
任浩 (Hao Ren)
H-index: 60 · Papers: 529
杨
杨昱 (Yu Yang)
H-index: 51 · Papers: 397
Z
Zhenzhen Li
H-index: 49 · Papers: 430
B
Bo Li
H-index: 46 · Papers: 356
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