A Nonlinear Integral Defined on Partition and its Application to Decision Trees. - Xizhao Wang; Su-Fang Zhang; Jun-Hai Zhai (Soft Comput., 2007)

A model of finite-step random walk with absorbent boundaries. - Xizhao Wang; Jun-Hai Zhai; Su-Fang Zhang (Int. J. Comput. Math., 2008)

Fast Fuzzy Multicategory SVM Based on Support Vector Domain Description. - Xizhao Wang; Shu-Xia Lu; Jun-Hai Zhai (Int. J. Pattern Recognit. Artif. Intell., 2008)

Induction of multiple fuzzy decision trees based on rough set technique. - Xizhao Wang; Jun-Hai Zhai; Shu-Xia Lu (Inf. Sci., 2008)

An Improved Cluster Oriented Fuzzy Decision Trees. - Shan Su; Xizhao Wang; Junhai Zhai (RSFDGrC, 2009)

A Fast Support Vector Machine Classification Algorithm Based on Karush-Kuhn-Tucker Conditions. - Ying Zhang; Xizhao Wang; Junhai Zhai (RSFDGrC, 2009)

Face recognition based on 2DPCA and fuzzy-rough technique. - Jun-Hai Zhai; Chen-Yan Bai; Su-Fang Zhang (ICMLC, 2010)

Instances selection for NN with fuzzy rough technique. - Xiao-Meng Kang; Xiao-Peng Liu; Jun-Hai Zhai; Meng-Yao Zhai (ICMLC, 2011)

CET4 passing rate analysis based on fuzzy decision tree induction and active learning. - Qing-Shui Qiao; Haitao Wang; Zhen-Yu Wang; Jun-Hai Zhai (ICMLC, 2011)

The condensed fuzzy k-nearest neighbor rule based on sample fuzzy entropy. - Jun-Hai Zhai; Na Li; Meng-Yao Zhai (ICMLC, 2011)

Discernibility-Matrix Method Based on the Hybrid of Equivalence and Dominance Relations. - Yan Li 003; Jin Zhao 006; Na-Xin Sun; Xizhao Wang; Jun-Hai Zhai (RSFDGrC, 2011)

Rough set model and its eight extensions. - Junhai Zhai; Yuanyuan Gao; Meng-Yao Zhai; Xizhao Wang (SMC, 2011)

Fuzzy decision tree based on fuzzy-rough technique. - Jun-Hai Zhai (Soft Comput., 2011)

Attribute reduction based on the principle of maximal dependency and minimal mutual information. - Jun-Hai Zhai; Li-Yan Wan; Meng-Yao Zhai (ICMLC, 2012)

Instance selection based on supervised clustering. - Jun-Hai Zhai; Hong-Yu Xui; Su-Fang Zhang; Na Li; Ta Li (ICMLC, 2012)

Feature selection based on extreme learning machine. - Meng-Yao Zhai; Rui-Hua Yu; Su-Fang Zhang; Jun-Hai Zhai (ICMLC, 2012)

Instance selection based on sample entropy for efficient data classification with ELM. - Xizhao Wang; Qing Miao; Meng-Yao Zhai; Junhai Zhai (SMC, 2012)

RTS game strategy evaluation using extreme learning machine. - Yingjie Li 006; Yan Li 003; Junhai Zhai; Simon C. K. Shiu (Soft Comput., 2012)

Dynamic ensemble extreme learning machine based on sample entropy. - Jun-Hai Zhai; Hong-Yu Xu; Xi-Zhao Wang (Soft Comput., 2012)

Sample Selection Based on K-L Divergence for Effectively Training SVM. - Junhai Zhai; Chang Li (SMC, 2013)

Architecture selection for networks trained with extreme learning machine using localized generalization error model. - Xi-Zhao Wang; Qing-yan Shao; Qing Miao; Jun-Hai Zhai (Neurocomputing, 2013)

An improved algorithm for calculating fuzzy attribute reducts. - Junhai Zhai; Meng-Yao Zhai; Chen-Yan Bai (J. Intell. Fuzzy Syst., 2013)

Study and Improvement of Ordinal Decision Trees Based on Rank Entropy. - Jiankai Chen; Junhai Zhai; Xizhao Wang (ICMLC (CCIS volume), 2014)

An Improved Approach to Ordinal Classification. - Donghui Wang; Junhai Zhai; Hong Zhu 011; Xizhao Wang (ICMLC (CCIS volume), 2014)

Parallel Ordinal Decision Tree Algorithm and Its Implementation in Framework of MapReduce. - Shanshan Wang; Junhai Zhai; Hong Zhu 011; Xizhao Wang (ICMLC (CCIS volume), 2014)

A Two-Phase RBF-ELM Learning Algorithm. - Junhai Zhai; Wenxiang Hu; Sufang Zhang (ICMLC (CCIS volume), 2014)

Tolerance Rough Fuzzy Approximation Operators and Their Properties. - Yao Zhang; Junhai Zhai; Sufang Zhang (ICMLC (CCIS volume), 2014)

Monotonic Decision Tree for Interval Valued Data. - Hong Zhu 011; Junhai Zhai; Shanshan Wang; Xizhao Wang (ICMLC (CCIS volume), 2014)

Dynamic Ensemble of Rough Set Reducts for Data Classification. - Jun-Hai Zhai; Xi-Zhao Wang; Hua-Chao Wang (RSKT, 2014)

Ensemble online sequential extreme learning machine for large data set classification. - Jun-Hai Zhai; Jinggeng Wang; Xizhao Wang (SMC, 2014)

Condensed fuzzy nearest neighbor methods based on fuzzy rough set technique. - Junhai Zhai; Meng-Yao Zhai; Xiao-Meng Kang (Intell. Data Anal., 2014)

A new resampling method of imbalanced large data based on class boundary. - Sheng Xing; Junhai Zhai; Xiaolan Wang 005; Ming Yuan (ICMLC, 2015)

Induction of tolerance rough fuzzy decision tree. - Jun-Hai Zhai; Shao-Xing Hou; Su-Fang Zhang (ICMLC, 2015)

Research on ordinal regression of interval valued data. - Hong Zhu 011; Jun-Hai Zhai; Su-Fang Zhang (ICMLC, 2015)

An Ordinal Random Forest and Its Parallel Implementation with MapReduce. - Shanshan Wang; Jun-Hai Zhai; Su-Fang Zhang; Hong Zhu 011 (SMC, 2015)

Combination of OSELM classifiers with fuzzy integral for large scale classification. - Jun-Hai Zhai; Jinggeng Wang; Wenxiang Hu (J. Intell. Fuzzy Syst., 2015)

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). - Junhai Zhai; Wenxiu Zhao (计算机科学, 2015)

Extreme learning machine based on cross entropy. - Yixin Cui; Junhai Zhai; Xizhao Wang (ICMLC, 2016)

An experimental comparison between ELM and C4.5 for classification problems with symbolic attributes. - Fan Zhang; Jun-Hai Zhai; Xi-Zho Wang (ICMLC, 2016)

Deep stochastic weight assignment network of Chinese chess machine game. - Zhi Wang; Junhai Zhai; Xizhao Wang (ICMLC, 2016)

Improvements for P-ELM1 and P-ELM2 Pruning Algorithms in Extreme Learning Machines. - Junhai Zhai; Qing-yan Shao; Xizhao Wang (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016)

Voting-based instance selection from large data sets with MapReduce and random weight networks. - Junhai Zhai; Xizhao Wang; Xiaohe Pang (Inf. Sci., 2016)

A cross-selection instance algorithm. - Jun-Hai Zhai; Ta Li; Xizhao Wang (J. Intell. Fuzzy Syst., 2016)

Ensemble of multiresolution probabilistic neural network classifiers with fuzzy integral for face recognition. - Junhai Zhai; Wenxiu Zhao (J. Intell. Fuzzy Syst., 2016)

An extension of rough fuzzy set. - Junhai Zhai; Sufang Zhang; Yao Zhang (J. Intell. Fuzzy Syst., 2016)

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). - Junhai Zhai; Liguang Zang; Sufang Zhang (计算机科学, 2016)

Applying a new localized generalization error model to design neural networks trained with extreme learning machine. - Qiang Liu 004; Jianping Yin; Victor C. M. Leung; Jun-Hai Zhai; Zhiping Cai; Jiarun Lin (Neural Comput. Appl., 2016)

Architecture Selection of ELM Networks Based on Sensitivity of Hidden Nodes. - Junhai Zhai; Qing-yan Shao; Xizhao Wang (Neural Process. Lett., 2016)

A simple and effective method for image classification. - Pu Hao; Jun-Hai Zhai; Su-Fang Zhang (ICMLC, 2017)

Experimental comparison of two feature selection methods based on generic algorithm. - Bo Liu; Jun-Hai Zhai; Hai-Bo Liu (ICMLC, 2017)

Some Insights Into Convolutional Neural Networks. - Jun-Hai Zhai; Liguang Zang; Su-Fang Zhang (ICMLC, 2017)

A hierarchical inverse model based on proprioception and DNN for robot reaching. - Tao Zhang 071; Fan Hu; Yian Deng; Junhai Zhai; Xihong Wu; Dingsheng Luo (IECON, 2017)

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). - Junhai Zhai; Mingyang Zhang; Tingting Wang; Pu Hao (计算机科学, 2017)

在线序列主动学习方法 (Online Sequential Active Learning Approach). - Junhai Zhai; Liguang Zang; Sufang Zhang (计算机科学, 2017)

The classification of imbalanced large data sets based on MapReduce and ensemble of ELM classifiers. - Junhai Zhai; Sufang Zhang; Chenxi Wang (Int. J. Mach. Learn. Cybern., 2017)

Three-way decisions model based on tolerance rough fuzzy set. - Junhai Zhai; Yao Zhang; Hongyu Zhu (Int. J. Mach. Learn. Cybern., 2017)

Imbalanced Data Classification Based on Extreme Learning Machine Autoencoder. - Chu Shen; Su-Fang Zhang; Jun-Hai Zhai; Ding-Sheng Luo; Jun-Fen Chen (ICMLC, 2018)

Recent Advance On Generative Adversarial Networks. - Su-Fang Zhang; Jun-Hai Zhai; Ding-Sheng Luo; Yan Zhan; Jun-Fen Chen (ICMLC, 2018)

Autoencoder and Its Various Variants. - Junhai Zhai; Sufang Zhang; Junfen Chen; Qiang He (SMC, 2018)

Ensemble dropout extreme learning machine via fuzzy integral for data classification. - Junhai Zhai; Liguang Zang; Zhaoyi Zhou (Neurocomputing, 2018)

Tolerance rough fuzzy decision tree. - Junhai Zhai; Xizhao Wang; Sufang Zhang; Shao-Xing Hou (Inf. Sci., 2018)

Three-way decisions model based on rough fuzzy set. - Junhai Zhai; Sufang Zhang (J. Intell. Fuzzy Syst., 2018)

基于Spark的压缩近邻算法 (Spark Based Condensed Nearest Neighbor Algorithm). - Sufang Zhang; Junhai Zhai; Tingting Wang; Pu Hao; Cong Wang; Chunling Zhao (计算机科学, 2018)

Fuzzy integral-based ELM ensemble for imbalanced big data classification. - Junhai Zhai; Sufang Zhang; Mingyang Zhang; Xiaomeng Liu (Soft Comput., 2018)

Multimodal Representation Learning: Advances, Trends and Challenges. - Su-Fang Zhang; Jun-Hai Zhai; Bo-Jun Xie; Yan Zhan; Xin Wang (ICMLC, 2019)

Ensemble RBM-based classifier using fuzzy integral for big data classification. - Junhai Zhai; Xu Zhou; Sufang Zhang; Tingting Wang (Int. J. Mach. Learn. Cybern., 2019)

A Three-stage Method for Classification of Binary Imbalanced Big Data. - Jun-Hai Zhai; Su-Fang Zhang; Mo-Han Wang; Yan Li 003 (ICMLC, 2020)

Feature Selection for Big Data Based on Mapreduce and Voting Mechanism. - Su-Fang Zhang; Jun-Hai Zhai; Shi Tian; Xiang Zhou; Yan Li 003 (ICMLC, 2020)

Binary Imbalanced Data Classification Based on Modified D2GAN Oversampling and Classifier Fusion. - Junhai Zhai; Jiaxing Qi; Sufang Zhang (IEEE Access, 2020)

Novel kernel density estimator based on ensemble unbiased cross-validation. - Yu-Lin He; Xuan Ye; De-Fa Huang; Joshua Zhexue Huang; Jun-Hai Zhai (Inf. Sci., 2021)

An instance selection algorithm for fuzzy K-nearest neighbor. - Junhai Zhai; Jiaxing Qi; Sufang Zhang (J. Intell. Fuzzy Syst., 2021)

Coupled adversarial variational autoencoder. - Yingzhen Hou; Junhai Zhai; Jiankai Chen (Signal Process. Image Commun., 2021)

TempCast: A Multi-modal Transformer for Short-Term Temperature Forecasting. - Wei Zhang 268; Yang Cao; Jun-Hai Zhai; Ziyao Mu; Shuai Zhang (CCIS, 2022)

Deep Emotional Arousal Network for Multimodal Sentiment Analysis and Emotion Recognition. - Feng Zhang 021; Xi-Cheng Li; Chee Peng Lim; Qiang Hua; Chun-Ru Dong; Jun-Hai Zhai (Inf. Fusion, 2022)

Binary imbalanced data classification based on diversity oversampling by generative models. - Junhai Zhai; Jiaxing Qi; Chu Shen (Inf. Sci., 2022)

Optimal instance subset selection from big data using genetic algorithm and open source framework. - Junhai Zhai; Dandan Song (J. Big Data, 2022)

Imbalanced data classification based on diverse sample generation and classifier fusion. - Junhai Zhai; Jiaxing Qi; Sufang Zhang (Int. J. Mach. Learn. Cybern., 2022)

Majorities help minorities: Hierarchical structure guided transfer learning for few-shot fault recognition. - Hao Chen; Ruonan Liu; Zongxia Xie; Qinghua Hu; Jianhua Dai; Junhai Zhai (Pattern Recognit., 2022)

Binary imbalanced big data classification based on fuzzy data reduction and classifier fusion. - Junhai Zhai; Mohan Wang; Sufang Zhang (Soft Comput., 2022)

SwinVI:3D Swin Transformer Model with U-net for Video Inpainting. - Wei Zhang 268; Yang Cao; Junhai Zhai (IJCNN, 2023)

Big data decision tree for continuous-valued attributes based on unbalanced cut points. - Shixiang Ma; Junhai Zhai (J. Big Data, 2023)

Feature fusion network for long-tailed visual recognition. - Xuesong Zhou; Junhai Zhai; Yang Cao (Pattern Recognit., 2023)

Feature balanced re-enhanced network with multi-factor margin loss for long-tailed visual recognition. - Yaoyao Wang; Junhai Zhai (Neurocomputing, 2024)

Fusing multiple interval-valued fuzzy monotonic decision trees. - Jiankai Chen; Zhongyan Li; Xin Wang; Han Su; Junhai Zhai (Inf. Sci., 2024)

MCNet: Multivariate long-term time series forecasting with local and global context modeling. - Jiaqi Sun; Junhai Zhai (Inf. Sci., 2024)

Fuzzy rough unlearning model for feature selection. - Yuxin Tang; Suyun Zhao; Hong Chen 001; Cuiping Li 001; Junhai Zhai; Qiangjun Zhou (Int. J. Approx. Reason., 2024)

Optimization model based on attention mechanism for few-shot image classification. - Ruizhi Liao; Junhai Zhai; Feng Zhang 021 (Mach. Vis. Appl., 2024)

Generating adversarial examples with collaborative generative models. - Lei Xu; Junhai Zhai (Int. J. Inf. Sec., 2024)

Self-adaptive interval dominance-based feature selection for monotonic classification of interval-valued attributes. - Jiankai Chen; Zhongyan Li; Han Su; Junhai Zhai (Int. J. Mach. Learn. Cybern., 2024)

A transformer-based self-supervised pre-training model for time series prediction. - Zhengrong Sun; Junhai Zhai; Yang Cao; Feng Zhang 021 (Appl. Soft Comput., 2025)

Dual-decoder data decoupling training for semi-supervised medical image segmentation. - Bing Wang; Taifeng Huang; Shuo Yang; Ying Yang; Junhai Zhai; Xin Zhang 114 (Biomed. Signal Process. Control., 2025)

Rebalanced supervised contrastive learning with prototypes for long-tailed visual recognition. - Xuhui Chang; Junhai Zhai; Shaoxin Qiu; Zhengrong Sun (Comput. Vis. Image Underst., 2025)

3C-GNN: Three-channel contrastive graph neural network for semi-supervised node classification. - Xirui Xiong; Junhai Zhai; Jiankai Chen (Expert Syst. Appl., 2025)

Dynamic prior probability network for long-tailed visual recognition. - Xuesong Zhou; Jiaqi Sun; Junhai Zhai (Expert Syst. Appl., 2025)

Adaptive feature selection framework using local fuzzy dominance neighborhood composite entropy for imbalanced ordered decision systems. - Jiankai Chen; Zhongyan Li; Xin Wang; Junhai Zhai (Inf. Sci., 2025)

Contextual learning and feature tuning for few-shot node classification. - Xiuhui Ma; Junhai Zhai; Hao Chen (Inf. Sci., 2025)

Few-shot image generation based on meta-learning and generative adversarial network. - Bowen Gu; Junhai Zhai (Signal Process. Image Commun., 2025)

Contrastive dual-branch network for long-tailed visual recognition. - Jie Miao; Junhai Zhai; Ling Han (Pattern Anal. Appl., 2025)

MPLR: a long-tailed recognition method based on visual language prompts. - Shaoxin Qiu; Junhai Zhai; Jiankai Chen (Multim. Syst., 2025)