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Junhai Zhai, Xu Zhou, Sufang Zhang, Tingting Wang. Ensemble RBM-based classifier using fuzzy integral for big data classification. International Journal of Machine Learning and Cybernetics, May 4, 2019, first online, https://link.springer.com/article/10.1007/s13042-019-00960-3.
Junhai Zhai,Xizhao Wang, Sufang Zhang, et al. Tolerance rough fuzzy decision tree. Information Sciences, 2018, 465:425-438.
Junhai Zhai, Sufang Zhang, Mingyang Zhang, et al. Fuzzy integral-based ELM ensemble for imbalanced big data classification. Soft Computing, 2018, 22(11):3519-3531.
Junhai Zhai, Liguang Zang, Zhaoyi Zhou. Ensemble Dropout Extreme Learning Machine via Fuzzy Integral for Data Classification. Neurocomputing, 2018, 275:1043-1052.
Junhai Zhai, Sufang Zhang. Three-way decisions model based on rough fuzzy set. Journal of Intelligent & Fuzzy Systems, 2018, 34 (3):2051-2059.
Junhai Zhai, Sufang Zhang, Chenxi Wang. The Classification of Imbalanced Large Data Sets Based on MapReduce and Ensemble of ELM Classifiers. Journal of Machine Learning and Cybernetics, 2017, 8(3):1009-1017.
Junhai Zhai, Yao Zhang, Hongyu Zhu. Three-way decisions model based on tolerance rough fuzzy set. Journal of Machine Learning and Cybernetics, 2017, 8(1):35-43.
JunhaiZhai, Xizhao Wang. Xiaohe Pang. Voting-based Instance Selection from Large Data Sets with MapReduce and Random Weight Networks. Information Sciences, 2016, 367: 1066-1077.
Junhai Zhai, Ta Li, Xizhao Wang. A cross-selection instance algorithm. Journal of Intelligent & Fuzzy Systems, 2016, 30 (2): 717-728.
Junhai Zhai, Qingyan Shao, Xizhao Wang. Architecture Selection of ELM Networks Based on Sensitivity of Hidden Nodes. Neural Processing Letters, 2016, 44(2):471-489.
Junhai Zhai, Sufang Zhang, Yao Zhang. An Extension of Rough Fuzzy Set. Journal of Intelligent & Fuzzy Systems, 2016, 30(6):3311-3320.
Junhai Zhai, Wenxiu Zhao. Ensemble of Multiresolution Probabilistic Neural Network Classifiers with Fuzzy Integral for Face Recognition. Journal of Intelligent & Fuzzy Systems, 2016, 31(1): 405-414.
Junhai Zhai, Qingyan Shao, Xizhao Wang. Improvements for P-ELM1 and P-ELM2 Pruning Algorithms in Extreme Learning Machines. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2016, 24(3):327-345.
Zhai Junhai, Wang Jinggeng, Hu Wenxiang. Combination of OSELM classifiers with fuzzy integral for large scale classification. Journal of Intelligent & Fuzzy Systems, 2015, 28(5):2257-2268.
学术兼职
河北省机器学习学会理事长，河北省高校大数据教育联盟专家委员会委员，河北大学软件工程专业硕士学位授权点负责人，河北大学学术委员会委员。中国人工智能学会知识工程与分布智能专业委员会委员、粒计算与知识发现专业委员会委员
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