Junhai Zhai

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 37

Top Topics

Nearest Neighbor

Imbalanced Data Classification

Top Venues

ICMLC (CCIS volume)

Int. J. Mach. Learn. Cybern.

计算机科学

Publications

Jiankai Chen, Zhongyan Li, Xin Wang, Han Su, Junhai Zhai
Fusing multiple interval-valued fuzzy monotonic decision trees. Inf. Sci. 676 (2024)
Lei Xu, Junhai Zhai
Generating adversarial examples with collaborative generative models. Int. J. Inf. Sec. 23 (2) (2024)
Jiaqi Sun, Junhai Zhai
MCNet: Multivariate long-term time series forecasting with local and global context modeling. Inf. Sci. 676 (2024)
Ruizhi Liao, Junhai Zhai, Feng Zhang
Optimization model based on attention mechanism for few-shot image classification. Mach. Vis. Appl. 35 (2) (2024)
Yuxin Tang, Suyun Zhao, Hong Chen, Cuiping Li, Junhai Zhai, Qiangjun Zhou
Fuzzy rough unlearning model for feature selection. Int. J. Approx. Reason. 165 (2024)
Jiankai Chen, Zhongyan Li, Han Su, Junhai Zhai
Self-adaptive interval dominance-based feature selection for monotonic classification of interval-valued attributes. Int. J. Mach. Learn. Cybern. 15 (6) (2024)
Shixiang Ma, Junhai Zhai
Big data decision tree for continuous-valued attributes based on unbalanced cut points. J. Big Data 10 (1) (2023)
Wei Zhang, Yang Cao, Junhai Zhai
SwinVI:3D Swin Transformer Model with U-net for Video Inpainting. IJCNN (2023)
Xuesong Zhou, Junhai Zhai, Yang Cao
Feature fusion network for long-tailed visual recognition. Pattern Recognit. 144 (2023)
Junhai Zhai, Mohan Wang, Sufang Zhang
Binary imbalanced big data classification based on fuzzy data reduction and classifier fusion. Soft Comput. 26 (6) (2022)
Junhai Zhai, Dandan Song
Optimal instance subset selection from big data using genetic algorithm and open source framework. J. Big Data 9 (1) (2022)
Hao Chen, Ruonan Liu, Zongxia Xie, Qinghua Hu, Jianhua Dai, Junhai Zhai
Majorities help minorities: Hierarchical structure guided transfer learning for few-shot fault recognition. Pattern Recognit. 123 (2022)
Junhai Zhai, Jiaxing Qi, Chu Shen
Binary imbalanced data classification based on diversity oversampling by generative models. Inf. Sci. 585 (2022)
Junhai Zhai, Jiaxing Qi, Sufang Zhang
Imbalanced data classification based on diverse sample generation and classifier fusion. Int. J. Mach. Learn. Cybern. 13 (3) (2022)
Junhai Zhai, Jiaxing Qi, Sufang Zhang
-nearest neighbor. J. Intell. Fuzzy Syst. 40 (1) (2021)
Yingzhen Hou, Junhai Zhai, Jiankai Chen
Coupled adversarial variational autoencoder. Signal Process. Image Commun. 98 (2021)
Junhai Zhai, Jiaxing Qi, Sufang Zhang
Binary Imbalanced Data Classification Based on Modified D2GAN Oversampling and Classifier Fusion. IEEE Access 8 (2020)
Junhai Zhai, Xu Zhou, Sufang Zhang, Tingting Wang
Ensemble RBM-based classifier using fuzzy integral for big data classification. Int. J. Mach. Learn. Cybern. 10 (11) (2019)
Junhai Zhai, Sufang Zhang, Mingyang Zhang, Xiaomeng Liu
Fuzzy integral-based ELM ensemble for imbalanced big data classification. Soft Comput. 22 (11) (2018)
Junhai Zhai, Liguang Zang, Zhaoyi Zhou
Ensemble dropout extreme learning machine via fuzzy integral for data classification. Neurocomputing 275 (2018)
Sufang Zhang, Junhai Zhai, Tingting Wang, Pu Hao, Cong Wang, Chunling Zhao
基于Spark的压缩近邻算法 (Spark Based Condensed Nearest Neighbor Algorithm). 计算机科学 45 (6A) (2018)
Junhai Zhai, Sufang Zhang, Junfen Chen, Qiang He
Autoencoder and Its Various Variants. SMC (2018)
Junhai Zhai, Xizhao Wang, Sufang Zhang, Shao-Xing Hou
Tolerance rough fuzzy decision tree. Inf. Sci. 465 (2018)
Junhai Zhai, Sufang Zhang
Three-way decisions model based on rough fuzzy set. J. Intell. Fuzzy Syst. 34 (3) (2018)
Junhai Zhai, Yao Zhang, Hongyu Zhu
Three-way decisions model based on tolerance rough fuzzy set. Int. J. Mach. Learn. Cybern. 8 (1) (2017)
Junhai Zhai, Mingyang Zhang, Tingting Wang, Pu Hao
基于哈希技术和MapReduce的大数据集K-近邻算法 (K-Nearest Neighbor Algorithm Based on Hash Technology and MapRecuce). 计算机科学 44 (7) (2017)
Tao Zhang, Fan Hu, Yian Deng, Junhai Zhai, Xihong Wu, Dingsheng Luo
A hierarchical inverse model based on proprioception and DNN for robot reaching. IECON (2017)
Junhai Zhai, Sufang Zhang, Chenxi Wang
The classification of imbalanced large data sets based on MapReduce and ensemble of ELM classifiers. Int. J. Mach. Learn. Cybern. 8 (3) (2017)
Junhai Zhai, Liguang Zang, Sufang Zhang
在线序列主动学习方法 (Online Sequential Active Learning Approach). 计算机科学 44 (1) (2017)
Junhai Zhai, Wenxiu Zhao
Ensemble of multiresolution probabilistic neural network classifiers with fuzzy integral for face recognition. J. Intell. Fuzzy Syst. 31 (1) (2016)
Junhai Zhai, Qing-yan Shao, Xizhao Wang
Improvements for P-ELM1 and P-ELM2 Pruning Algorithms in Extreme Learning Machines. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (3) (2016)
Junhai Zhai, Xizhao Wang, Xiaohe Pang
Voting-based instance selection from large data sets with MapReduce and random weight networks. Inf. Sci. (2016)
Zhi Wang, Junhai Zhai, Xizhao Wang
Deep stochastic weight assignment network of Chinese chess machine game. ICMLC (2016)
Junhai Zhai, Liguang Zang, Sufang Zhang
随机权分布对极限学习机性能影响的实验研究 (Experimental Research on Effects of Random Weight Distributions on Performance of Extreme Learning Machine). 计算机科学 43 (12) (2016)
Yixin Cui, Junhai Zhai, Xizhao Wang
Extreme learning machine based on cross entropy. ICMLC (2016)
Junhai Zhai, Qing-yan Shao, Xizhao Wang
Architecture Selection of ELM Networks Based on Sensitivity of Hidden Nodes. Neural Process. Lett. 44 (2) (2016)
Junhai Zhai, Sufang Zhang, Yao Zhang
An extension of rough fuzzy set. J. Intell. Fuzzy Syst. 30 (6) (2016)
Sheng Xing, Junhai Zhai, Xiaolan Wang, Ming Yuan
A new resampling method of imbalanced large data based on class boundary. ICMLC (2015)
Junhai Zhai, Wenxiu Zhao
软组合概率神经网络分类器人脸识别方法 (Soft Combination of Probabilistic Neural Network Classifiers for Face Recognition). 计算机科学 42 (7) (2015)
Donghui Wang, Junhai Zhai, Hong Zhu, Xizhao Wang
An Improved Approach to Ordinal Classification. ICMLC (CCIS volume) (2014)
Yao Zhang, Junhai Zhai, Sufang Zhang
Tolerance Rough Fuzzy Approximation Operators and Their Properties. ICMLC (CCIS volume) (2014)
Jiankai Chen, Junhai Zhai, Xizhao Wang
Study and Improvement of Ordinal Decision Trees Based on Rank Entropy. ICMLC (CCIS volume) (2014)
Junhai Zhai, Wenxiang Hu, Sufang Zhang
A Two-Phase RBF-ELM Learning Algorithm. ICMLC (CCIS volume) (2014)
Hong Zhu, Junhai Zhai, Shanshan Wang, Xizhao Wang
Monotonic Decision Tree for Interval Valued Data. ICMLC (CCIS volume) (2014)
Junhai Zhai, Meng-Yao Zhai, Xiao-Meng Kang
Condensed fuzzy nearest neighbor methods based on fuzzy rough set technique. Intell. Data Anal. 18 (3) (2014)
Shanshan Wang, Junhai Zhai, Hong Zhu, Xizhao Wang
Parallel Ordinal Decision Tree Algorithm and Its Implementation in Framework of MapReduce. ICMLC (CCIS volume) (2014)
Junhai Zhai, Chang Li
Sample Selection Based on K-L Divergence for Effectively Training SVM. SMC (2013)
Junhai Zhai, Meng-Yao Zhai, Chen-Yan Bai
An improved algorithm for calculating fuzzy attribute reducts. J. Intell. Fuzzy Syst. 25 (2) (2013)
Yingjie Li, Yan Li, Junhai Zhai, Simon C. K. Shiu
RTS game strategy evaluation using extreme learning machine. Soft Comput. 16 (9) (2012)
Xizhao Wang, Qing Miao, Meng-Yao Zhai, Junhai Zhai
Instance selection based on sample entropy for efficient data classification with ELM. SMC (2012)
Junhai Zhai, Yuanyuan Gao, Meng-Yao Zhai, Xizhao Wang
Rough set model and its eight extensions. SMC (2011)
Shan Su, Xizhao Wang, Junhai Zhai
An Improved Cluster Oriented Fuzzy Decision Trees. RSFDGrC (2009)
Ying Zhang, Xizhao Wang, Junhai Zhai
A Fast Support Vector Machine Classification Algorithm Based on Karush-Kuhn-Tucker Conditions. RSFDGrC (2009)