Yang Zhang

According to our database, Yang Zhang authored at least 43 papers between 2003 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Positive-unlabeled learning in bioinformatics and computational biology: a brief review.

Fuyi Li, Shuangyu Dong, André Leier, Meiya Han, Xudong Guo, Jing Xu, Xiaoyu Wang, Shirui Pan, Cangzhi Jia, Yang Zhang, Geoffrey I. Webb, Lachlan J. M. Coin, Chen Li, Jiangning Song

Briefings Bioinform., 2022

2019

Positive-unlabelled learning of glycosylation sites in the human proteome.

Fuyi Li, Yang Zhang, Anthony W. Purcell, Geoffrey I. Webb, Kuo-Chen Chou, Trevor Lithgow, Chen Li, Jiangning Song

BMC Bioinform., 2019

Systematic analysis and prediction of type IV secreted effector proteins by machine learning approaches.

Jiawei Wang, Bingjiao Yang, Yi An, Tatiana T. Marquez-Lago, André Leier, Jonathan Wilksch, Qingyang Hong, Yang Zhang, Morihiro Hayashida, Tatsuya Akutsu, Geoffrey I. Webb, Richard A. Strugnell, Jiangning Song, Trevor Lithgow

Briefings Bioinform., 2019

2018

Continuously maintaining approximate quantile summaries over large uncertain datasets.

Chunquan Liang, Yang Zhang, Yanming Nie, Shaojun Hu

Inf. Sci., 2018

Comprehensive assessment and performance improvement of effector protein predictors for bacterial secretion systems III, IV and VI.

Yi An, Jiawei Wang, Chen Li, André Leier, Tatiana T. Marquez-Lago, Jonathan Wilksch, Yang Zhang, Geoffrey I. Webb, Jiangning Song, Trevor Lithgow

Briefings Bioinform., 2018

2017

Bayesian belief network for positive unlabeled learning with uncertainty.

Hongxiao Gan, Yang Zhang, Qun Song

Pattern Recognit. Lett., 2017

Cost-sensitive learning for social network analysis and network measurement.

Zhang Xing, Meili Wang, Yang Zhang, Jifeng Ning

Comput. Electr. Eng., 2017

2016

Classifying networked text data with positive and unlabeled examples.

Mei Li, Shirui Pan, Yang Zhang, Xiaoyan Cai

Pattern Recognit. Lett., 2016

2015

Learning accurate very fast decision trees from uncertain data streams.

Chunquan Liang, Yang Zhang, Peng Shi, Zhengguo Hu

Int. J. Syst. Sci., 2015

GlycoMine: a machine learning-based approach for predicting N-, C- and O-linked glycosylation in the human proteome.

Fuyi Li, Chen Li, Mingjun Wang, Geoffrey I. Webb, Yang Zhang, James C. Whisstock, Jiangning Song

Bioinform., 2015

2014

Enhancing sentence-level clustering with ranking-based clustering framework for theme-based summarization.

Libin Yang, Xiaoyan Cai, Yang Zhang, Peng Shi

Inf. Sci., 2014

A novel approach of mining strong jumping emerging patterns based on BSC-tree.

Quanzhong Liu, Peng Shi, Zhengguo Hu, Yang Zhang

Int. J. Syst. Sci., 2014

2013

Learning from data streams with only positive and unlabeled data.

Xiangju Qin, Yang Zhang, Chen Li, Xue Li

J. Intell. Inf. Syst., 2013

2012

Dynamic classifier ensemble for positive unlabeled text stream classification.

Shirui Pan, Yang Zhang, Xue Li

Knowl. Inf. Syst., 2012

Learning very fast decision tree from uncertain data streams with positive and unlabeled samples.

Chunquan Liang, Yang Zhang, Peng Shi, Zhengguo Hu

Inf. Sci., 2012

Learning naive Bayes classifiers from positive and unlabelled examples with uncertainty.

Jiazhen He, Yang Zhang, Xue Li, Peng Shi

Int. J. Syst. Sci., 2012

2011

Classifying text streams by keywords using classifier ensemble.

Baoguo Yang, Yang Zhang, Xue Li

Data Knowl. Eng., 2011

Feature selection for support vector machines with RBF kernel.

Quanzhong Liu, Chi-Hau Chen, Yang Zhang, Zhengguo Hu

Artif. Intell. Rev., 2011

Bayesian Classifiers for Positive Unlabeled Learning.

Jiazhen He, Yang Zhang, Xue Li, Yong Wang

Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Evolutionary dynamics of continuous strategy games on social networks under weak selection: A preliminary study.

Weicai Zhong, Yang Zhang, Jing Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Cost-Sensitive Decision Tree for Uncertain Data.

Mingjian Liu, Yang Zhang, Xing Zhang, Yong Wang

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010

Decision Tree for Dynamic and Uncertain Data Streams.

Chunquan Liang, Yang Zhang, Qun Song

Proceedings of the 2nd Asian Conference on Machine Learning, 2010

Associative Classifier for Uncertain Data.

Xiangju Qin, Yang Zhang, Xue Li, Yong Wang

Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Naive Bayes Classifier for Positive Unlabeled Learning with Uncertainty.

Jiazhen He, Yang Zhang, Xue Li, Yong Wang

Proceedings of the SIAM International Conference on Data Mining, 2010

Classifier Ensemble for Uncertain Data Stream Classification.

Shirui Pan, Kuan Wu, Yang Zhang, Xue Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Kernel Based K-Medoids for Clustering Data with Uncertainty.

Baoguo Yang, Yang Zhang

Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009

Building a Text Classifier by a Keyword and Unlabeled Documents.

Qiang Qiu, Yang Zhang, Junping Zhu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

OcVFDT: one-class very fast decision tree for one-class classification of data streams.

Chen Li, Yang Zhang, Xue Li

Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009

Mining Multi-label Concept-Drifting Streams Using Ensemble Classifiers.

Wei Qu, Yang Zhang, Junping Zhu, Yong Wang

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Building a Text Classifier by a Keyword and Wikipedia Knowledge.

Qiang Qiu, Yang Zhang, Junping Zhu, Wei Qu

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier Ensemble.

Wei Qu, Yang Zhang, Junping Zhu, Qiang Qiu

Proceedings of the Advances in Machine Learning, 2009

2008

One-Class Classification of Text Streams with Concept Drift.

Yang Zhang, Xue Li, Maria E. Orlowska

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Bagging One-Class Decision Trees.

Chen Li, Yang Zhang

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Improving the Performance of Topic Tracking System by Ensemble.

Xiangju Qin, Yang Zhang

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Improving Transductive Support Vector Machine by Ensembling.

Tao Li, Yang Zhang

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

Extracting Decision Rules from Sigmoid Kernel.

Quanzhong Liu, Yang Zhang, Zhengguo Hu

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2006

Classifying Noisy Data Streams.

Yong Wang, Zhanhuai Li, Yang Zhang

Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts.

Yong Wang, Zhanhuai Li, Yang Zhang, Longbo Zhang, Yun Jiang

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005

DRC-BK: Mining Classification Rules by Using Boolean Kernels.

Yang Zhang, Zhanhuai Li, Kebin Cui

Proceedings of the Computational Science and Its Applications, 2005

2004

DRC-BK: Mining Classification Rules with Help of SVM.

Yang Zhang, Zhanhuai Li, Yan Tang, Kebin Cui

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

A New Approach for Selecting Attributes Based on Rough Set Theory.

Yun Jiang, Zhanhuai Li, Yang Zhang, Qiang Zhang

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

A Practical Peer-Performance-Aware DHT.

Yan Tang, Zhengguo Hu, Yang Zhang, Lin Zhang, Changquan Ai

Proceedings of the Agents and Peer-to-Peer Computing, Third International Workshop, 2004

2003

Improving the Performance of Text Classifiers by Using Association Features.

Yang Zhang, Lijun Zhang, Zhanhuai Li, Yan Jianfeng

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003