Jun-Hai Zhai

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 14

Top Topics

Interval Valued Data

Generalization Error

Extreme Learning Machine

Top Venues

J. Intell. Fuzzy Syst.

Publications

Wei Zhang, Yang Cao, Jun-Hai Zhai, Ziyao Mu, Shuai Zhang
TempCast: A Multi-modal Transformer for Short-Term Temperature Forecasting. CCIS (2022)
Feng Zhang, Xi-Cheng Li, Chee Peng Lim, Qiang Hua, Chun-Ru Dong, Jun-Hai Zhai
Deep Emotional Arousal Network for Multimodal Sentiment Analysis and Emotion Recognition. Inf. Fusion 88 (2022)
Yu-Lin He, Xuan Ye, De-Fa Huang, Joshua Zhexue Huang, Jun-Hai Zhai
Novel kernel density estimator based on ensemble unbiased cross-validation. Inf. Sci. 581 (2021)
Su-Fang Zhang, Jun-Hai Zhai, Shi Tian, Xiang Zhou, Yan Li
Feature Selection for Big Data Based on Mapreduce and Voting Mechanism. ICMLC (2020)
Jun-Hai Zhai, Su-Fang Zhang, Mo-Han Wang, Yan Li
A Three-stage Method for Classification of Binary Imbalanced Big Data. ICMLC (2020)
Su-Fang Zhang, Jun-Hai Zhai, Bo-Jun Xie, Yan Zhan, Xin Wang
Multimodal Representation Learning: Advances, Trends and Challenges. ICMLC (2019)
Chu Shen, Su-Fang Zhang, Jun-Hai Zhai, Ding-Sheng Luo, Jun-Fen Chen
Imbalanced Data Classification Based on Extreme Learning Machine Autoencoder. ICMLC (2018)
Su-Fang Zhang, Jun-Hai Zhai, Ding-Sheng Luo, Yan Zhan, Jun-Fen Chen
Recent Advance On Generative Adversarial Networks. ICMLC (2018)
Jun-Hai Zhai, Liguang Zang, Su-Fang Zhang
Some Insights Into Convolutional Neural Networks. ICMLC (2017)
Pu Hao, Jun-Hai Zhai, Su-Fang Zhang
A simple and effective method for image classification. ICMLC (2017)
Bo Liu, Jun-Hai Zhai, Hai-Bo Liu
Experimental comparison of two feature selection methods based on generic algorithm. ICMLC (2017)
Jun-Hai Zhai, Ta Li, Xizhao Wang
A cross-selection instance algorithm. J. Intell. Fuzzy Syst. 30 (2) (2016)
Fan Zhang, Jun-Hai Zhai, Xi-Zho Wang
An experimental comparison between ELM and C4.5 for classification problems with symbolic attributes. ICMLC (2016)
Qiang Liu, Jianping Yin, Victor C. M. Leung, Jun-Hai Zhai, Zhiping Cai, Jiarun Lin
Applying a new localized generalization error model to design neural networks trained with extreme learning machine. Neural Comput. Appl. 27 (1) (2016)
Hong Zhu, Jun-Hai Zhai, Su-Fang Zhang
Research on ordinal regression of interval valued data. ICMLC (2015)
Jun-Hai Zhai, Shao-Xing Hou, Su-Fang Zhang
Induction of tolerance rough fuzzy decision tree. ICMLC (2015)
Jun-Hai Zhai, Jinggeng Wang, Wenxiang Hu
Combination of OSELM classifiers with fuzzy integral for large scale classification. J. Intell. Fuzzy Syst. 28 (5) (2015)
Shanshan Wang, Jun-Hai Zhai, Su-Fang Zhang, Hong Zhu
An Ordinal Random Forest and Its Parallel Implementation with MapReduce. SMC (2015)
Jun-Hai Zhai, Jinggeng Wang, Xizhao Wang
Ensemble online sequential extreme learning machine for large data set classification. SMC (2014)
Jun-Hai Zhai, Xi-Zhao Wang, Hua-Chao Wang
Dynamic Ensemble of Rough Set Reducts for Data Classification. RSKT (2014)
Xi-Zhao Wang, Qing-yan Shao, Qing Miao, Jun-Hai Zhai
Architecture selection for networks trained with extreme learning machine using localized generalization error model. Neurocomputing 102 (2013)
Jun-Hai Zhai, Li-Yan Wan, Meng-Yao Zhai
Attribute reduction based on the principle of maximal dependency and minimal mutual information. ICMLC (2012)
Jun-Hai Zhai, Hong-Yu Xui, Su-Fang Zhang, Na Li, Ta Li
Instance selection based on supervised clustering. ICMLC (2012)
Meng-Yao Zhai, Rui-Hua Yu, Su-Fang Zhang, Jun-Hai Zhai
Feature selection based on extreme learning machine. ICMLC (2012)
Jun-Hai Zhai, Hong-Yu Xu, Xi-Zhao Wang
Dynamic ensemble extreme learning machine based on sample entropy. Soft Comput. 16 (9) (2012)
Xiao-Meng Kang, Xiao-Peng Liu, Jun-Hai Zhai, Meng-Yao Zhai
Instances selection for NN with fuzzy rough technique. ICMLC (2011)
Qing-Shui Qiao, Haitao Wang, Zhen-Yu Wang, Jun-Hai Zhai
CET4 passing rate analysis based on fuzzy decision tree induction and active learning. ICMLC (2011)
Yan Li, Jin Zhao, Na-Xin Sun, Xizhao Wang, Jun-Hai Zhai
Discernibility-Matrix Method Based on the Hybrid of Equivalence and Dominance Relations. RSFDGrC (2011)
Jun-Hai Zhai, Na Li, Meng-Yao Zhai
The condensed fuzzy k-nearest neighbor rule based on sample fuzzy entropy. ICMLC (2011)
Jun-Hai Zhai
Fuzzy decision tree based on fuzzy-rough technique. Soft Comput. 15 (6) (2011)
Jun-Hai Zhai, Chen-Yan Bai, Su-Fang Zhang
Face recognition based on 2DPCA and fuzzy-rough technique. ICMLC (2010)
Xizhao Wang, Shu-Xia Lu, Jun-Hai Zhai
Fast Fuzzy Multicategory SVM Based on Support Vector Domain Description. Int. J. Pattern Recognit. Artif. Intell. 22 (1) (2008)
Xizhao Wang, Jun-Hai Zhai, Su-Fang Zhang
A model of finite-step random walk with absorbent boundaries. Int. J. Comput. Math. 85 (11) (2008)
Xizhao Wang, Jun-Hai Zhai, Shu-Xia Lu
Induction of multiple fuzzy decision trees based on rough set technique. Inf. Sci. 178 (16) (2008)
Xizhao Wang, Su-Fang Zhang, Jun-Hai Zhai
A Nonlinear Integral Defined on Partition and its Application to Decision Trees. Soft Comput. 11 (4) (2007)