Xi-Zhao Wang

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 24

Top Topics

Bayesian Classifiers

Concept Lattice

Feature Weights

Top Venues

IEEE Trans. Cybern.

Knowl. Based Syst.

Publications

Hong-Jie Xing, Wei-Tao Liu, Xi-Zhao Wang
Bounded exponential loss function based AdaBoost ensemble of OCSVMs. Pattern Recognit. 148 (2024)
Wentao Li, Haoxiang Zhou, Weihua Xu, Xi-Zhao Wang, Witold Pedrycz
Interval Dominance-Based Feature Selection for Interval-Valued Ordered Data. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Farhad Pourpanah, Moloud Abdar, Yuxuan Luo, Xinlei Zhou, Ran Wang, Chee Peng Lim, Xi-Zhao Wang, Q. M. Jonathan Wu
A Review of Generalized Zero-Shot Learning Methods. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Farhad Pourpanah, Ran Wang, Chee Peng Lim, Xi-Zhao Wang, Danial Yazdani
A review of artificial fish swarm algorithms: recent advances and applications. Artif. Intell. Rev. 56 (3) (2023)
Muhammed J. A. Patwary, Weipeng Cao, Xi-Zhao Wang, Mohammad Ahsanul Haque
Fuzziness based semi-supervised multimodal learning for patient's activity recognition using RGBDT videos. Appl. Soft Comput. 120 (2022)
Lanzhen Yang, Eric C. C. Tsang, Xi-Zhao Wang
An Object-Induced Fuzzy Three-Way Concept Lattice Analysis Based on Two Thresholds. ICMLC (2021)
Farhad Pourpanah, Moloud Abdar, Yuxuan Luo, Xinlei Zhou, Ran Wang, Chee Peng Lim, Xi-Zhao Wang
A Review of Generalized Zero-Shot Learning Methods. CoRR (2020)
Xingping Xian, Tao Wu, Shaojie Qiao, Xi-Zhao Wang, Wei Wang, Yanbing Liu
NetSRE: Link predictability measuring and regulating. Knowl. Based Syst. 196 (2020)
Ming-Wen Shao, Wei-Zhi Wu, Xi-Zhao Wang, Changzhong Wang
Knowledge reduction methods of covering approximate spaces based on concept lattice. Knowl. Based Syst. 191 (2020)
Muhammed J. A. Patwary, Xi-Zhao Wang, Dasen Yan
Impact of Fuzziness Measures on the Performance of Semi-supervised Learning. Int. J. Fuzzy Syst. 21 (5) (2019)
Rong Chen, Shikai Guo, Xi-Zhao Wang, Tianlun Zhang
Fusion of Multi-RSMOTE With Fuzzy Integral to Classify Bug Reports With an Imbalanced Distribution. IEEE Trans. Fuzzy Syst. 27 (12) (2019)
Muhammed J. A. Patwary, Xi-Zhao Wang
Sensitivity analysis on initial classifier accuracy in fuzziness based semi-supervised learning. Inf. Sci. 490 (2019)
Xi-Zhao Wang, Tianlun Zhang, Ran Wang
Noniterative Deep Learning: Incorporating Restricted Boltzmann Machine Into Multilayer Random Weight Neural Networks. IEEE Trans. Syst. Man Cybern. Syst. 49 (7) (2019)
Xi-Zhao Wang, Ran Wang, Chen Xu
Discovering the Relationship Between Generalization and Uncertainty by Incorporating Complexity of Classification. IEEE Trans. Cybern. 48 (2) (2018)
Peng Yao, Xi-Zhao Wang
Weight Learning in Weighted ELM Classification Model Based on Genetic Algorithms. ICMLC (2018)
Ran Wang, Xi-Zhao Wang, Sam Kwong, Chen Xu
Incorporating Diversity and Informativeness in Multiple-Instance Active Learning. IEEE Trans. Fuzzy Syst. 25 (6) (2017)
Shixin Zhao, Xi-Zhao Wang, Li-Ying Wang, Jun-Mei Hu, Wei-Ping Li
Analysis on fast training speed of extreme learning machine and replacement policy. Int. J. Wirel. Mob. Comput. 13 (4) (2017)
Hong Zhu, Eric C. C. Tsang, Xi-Zhao Wang, Rana Aamir Raza Ashfaq
Monotonic classification extreme learning machine. Neurocomputing 225 (2017)
Hong-Jie Xing, Xi-Zhao Wang
Selective ensemble of SVDDs with Renyi entropy based diversity measure. Pattern Recognit. 61 (2017)
Rana Aamir Raza Ashfaq, Xi-Zhao Wang
Impact of fuzziness categorization on divide and conquer strategy for instance selection. J. Intell. Fuzzy Syst. 33 (2) (2017)
Rana Aamir Raza Ashfaq, Xi-Zhao Wang, Joshua Zhexue Huang, Haider Abbas, Yu-Lin He
Fuzziness based semi-supervised learning approach for intrusion detection system. Inf. Sci. 378 (2017)
Ming-Wen Shao, Yee Leung, Xi-Zhao Wang, Wei-Zhi Wu
Granular reducts of formal fuzzy contexts. Knowl. Based Syst. 114 (2016)
Yi-Chao He, Xi-Zhao Wang, Yu-Lin He, Shuliang Zhao, Wen-Bin Li
Exact and approximate algorithms for discounted {0-1} knapsack problem. Inf. Sci. 369 (2016)
Qin Lin, Cui-Hong Wu, Wen-Cheng Gu, Jingjing Liu, Yun Xue, Xi-Zhao Wang, Xiaohui Hu
A novel approach for epileptic EEG signals classification based on biclustering technique. ICMLC (2016)
Pm-Zhou Zhang, Shixin Zhao, Xi-Zhao Wang
The failure analysis of extreme learning machine on big data and the counter measure. ICMLC (2015)
Yu-Lin He, James Nga-Kwok Liu, Yan-Xing Hu, Xi-Zhao Wang
OWA operator based link prediction ensemble for social network. Expert Syst. Appl. 42 (1) (2015)
Xi-Zhao Wang, Rana Aamir Raza Ashfaq, Ai-Min Fu
Fuzziness based sample categorization for classifier performance improvement. J. Intell. Fuzzy Syst. 29 (3) (2015)
James N. K. Liu, Yu-Lin He, Yan-Xing Hu, Xi-Zhao Wang, Simon C. K. Shiu
Integrating Local Information-based Link Prediction Algorithms with OWA Operator. ICPRAM (2014)
Xi-Zhao Wang, Ran Wang, Hui-Min Feng, Hua-Chao Wang
A New Approach to Classifier Fusion Based on Upper Integral. IEEE Trans. Cybern. 44 (5) (2014)
Hong-Yan Ji, Xi-Zhao Wang, Yu-Lin He, Wen-Liang Li
A study on relationships between heuristics and optimal cuts in decision tree induction. Comput. Electr. Eng. 40 (5) (2014)
Ai-Min Fu, Xi-Zhao Wang, Yu-Lin He, Lai-Sheng Wang
A study on residence error of training an extreme learning machine and its application to evolutionary algorithms. Neurocomputing 146 (2014)
Yu-Lin He, Ran Wang, Sam Kwong, Xi-Zhao Wang
Bayesian classifiers based on probability density estimation and their applications to simultaneous fault diagnosis. Inf. Sci. 259 (2014)
Xi-Zhao Wang, Abdallah Bashir Musa
Advances in neural network based learning. Int. J. Mach. Learn. Cybern. 5 (1) (2014)
Xi-Zhao Wang, Yu-Lin He, Debby Dan Wang
Non-Naive Bayesian Classifiers for Classification Problems With Continuous Attributes. IEEE Trans. Cybern. 44 (1) (2014)
Xi-Zhao Wang, Hui Wang
Guest editorial: learning from uncertainty and its application to intelligent systems of web information. World Wide Web 17 (5) (2014)
Jun-Hai Zhai, Xi-Zhao Wang, Hua-Chao Wang
Dynamic Ensemble of Rough Set Reducts for Data Classification. RSKT (2014)
Yan Li, Hong-Jie Xing, Qiang Hua, Xi-Zhao Wang, Prerna Batta, Soroush Haeri, Ljiljana Trajkovic
Classification of BGP anomalies using decision trees and fuzzy rough sets. SMC (2014)
Chunru Dong, Wing W. Y. Ng, Xi-Zhao Wang, Patrick P. K. Chan, Daniel S. Yeung
An improved differential evolution and its application to determining feature weights in similarity-based clustering. Neurocomputing 146 (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)
Chun-Ru Dong, Daniel S. Yeung, Xi-Zhao Wang
An improved differential evolution and its application to determining feature weights in similarity based clustering. ICMLC (2013)
Xi-Zhao Wang, Dianhui Wang, Guang-Bin Huang
Editorial. Soft Comput. 16 (9) (2012)
Jun-Hai Zhai, Hong-Yu Xu, Xi-Zhao Wang
Dynamic ensemble extreme learning machine based on sample entropy. Soft Comput. 16 (9) (2012)
Xi-Zhao Wang, Ling-Cai Dong, Jian-Hui Yan
Maximum Ambiguity-Based Sample Selection in Fuzzy Decision Tree Induction. IEEE Trans. Knowl. Data Eng. 24 (8) (2012)
Qiang Hua, Lijie Bai, Xi-Zhao Wang, Yuchao Liu
Local similarity and diversity preserving discriminant projection for face and handwriting digits recognition. Neurocomputing 86 (2012)
Xue-Fang Chen, Hong-Jie Xing, Xi-Zhao Wang
A modified AdaBoost method for one-class SVM and its application to novelty detection. SMC (2011)
Hao-Xin Zhao, Hong-Jie Xing, Xi-Zhao Wang
Two-stage dimensionality reduction approach based on 2DLDA and fuzzy rough sets technique. Neurocomputing 74 (17) (2011)
Xi-Zhao Wang
International journal of machine learning and cybernetics. Int. J. Mach. Learn. Cybern. 1 (1-4) (2010)
Li-Li Sun, Xi-Zhao Wang
A survey on active learning strategy. ICMLC (2010)
Wen-Liang Li, Rui-Hua Yu, Xi-Zhao Wang
Discretization of continuous-valued attributes in decision tree generation. ICMLC (2010)
Qiang Hua, Yue Gao, Xi-Zhao Wang, Bo-Yi Zhao
A new approach to improving generalization ability of feed-foward neural networks. ICMLC (2010)
Xi-Zhao Wang, Chun-Ru Dong
Improving Generalization of Fuzzy IF-THEN Rules by Maximizing Fuzzy Entropy. IEEE Trans. Fuzzy Syst. 17 (3) (2009)
Chun-Ru Dong, Ran Wang, Xi-Zhao Wang
Parametric tuning of rule-based systems by maximum fuzzy entropy. SMC (2008)
Xi-Zhao Wang, Jian-Hui Yan, Ran Wang, Chun-Ru Dong
A sample selection algorithm in fuzzy decision tree induction and its theoretical analyses. SMC (2007)
Xi-Zhao Wang, Ying Xu, Ruixian Zhu
Multilevel weighted fuzzy reasoning with interaction. SMC (2005)
Xi-Zhao Wang, Jun Shen
Using Special Structured Fuzzy Measure to Represent Interaction Among IF-THEN Rules. ICMLC (2005)
Shin-Xin Zhao, Xi-Zhao Wang
Core and reduction from mutual relation view and their fuzzy generalization. SMC (2003)
Eric C. C. Tsang, Xi-Zhao Wang
Selecting representative cases by generalization capability. SMC (2003)
Eric C. C. Tsang, Daniel S. Yeung, Xi-Zhao Wang
Learning weights of fuzzy production rules by a max-min neural network. SMC (2001)
Xi-Zhao Wang, Daniel S. Yeung
Using fuzzy integral to modeling case based reasoning with feature interaction. SMC (2000)
Daniel S. Yeung, Xi-Zhao Wang
Using a neuro-fuzzy technique to improve the clustering based on similarity. SMC (2000)