Pengyi Yang

Pengyi Yang, Wei Liu, Bing Bing Zhou, Sanjay Chawla, Albert Y. Zomaya: Ensemble-Based Wrapper Methods for Feature Selection and Class Imbalance Learning. PAKDD (1) 2013: 544-555

Penghao Wang, Pengyi Yang, Jean Yee Hwa Yang: OCAP: an open comprehensive analysis pipeline for iTRAQ. Bioinformatics 28(10): 1404-1405 (2012)

Pengyi Yang, Jie Ma, Penghao Wang, Yunping Zhu, Bing Bing Zhou, Jean Yee Hwa Yang: Improving X!Tandem on Peptide Identification from Mass Spectrometry by Self-Boosted Percolator. IEEE/ACM Trans. Comput. Biology Bioinform. 9(5): 1273-1280 (2012)

Pengyi Yang, Joshua W. K. Ho, Jean Yee Hwa Yang, Bing Bing Zhou: Gene-gene interaction filtering with ensemble of filters. BMC Bioinformatics 12(S-1): S10 (2011)

Pengyi Yang, Zili Zhang, Bing Bing Zhou, Albert Y. Zomaya: Sample Subset Optimization for Classifying Imbalanced Biological Data. PAKDD (2) 2011: 333-344

Penghao Wang, Pengyi Yang, Jonathan Arthur, Jean Yee Hwa Yang: A dynamic wavelet-based algorithm for pre-processing tandem mass spectrometry data. Bioinformatics 26(18): 2242-2249 (2010)

Pengyi Yang, Bing Bing Zhou, Zili Zhang, Albert Y. Zomaya: A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data. BMC Bioinformatics 11(S-1): 5 (2010)

Pengyi Yang, Joshua W. K. Ho, Albert Y. Zomaya, Bing Bing Zhou: A genetic ensemble approach for gene-gene interaction identification. BMC Bioinformatics 11: 524 (2010)

Pengyi Yang, Zili Zhang, Bing Bing Zhou, Albert Y. Zomaya: A clustering based hybrid system for biomarker selection and sample classification of mass spectrometry data. Neurocomputing 73(13-15): 2317-2331 (2010)

Li Li, Pengyi Yang, Ling Ou, Zili Zhang, Peng Cheng: Genetic Algorithm-Based Multi-objective Optimisation for QoS-Aware Web Services Composition. KSEM 2010: 549-554

Pengyi Yang, Zili Zhang: An Embedded Two-Layer Feature Selection Approach for Microarray Data Analysis. IEEE Intelligent Informatics Bulletin 10(1): 24-32 (2009)

Zili Zhang, Pengyi Yang, Xindong Wu, Chengqi Zhang: An Agent-Based Hybrid System for Microarray Data Analysis. IEEE Intelligent Systems 24(5): 53-63 (2009)

Pengyi Yang, Li Tao, Liang Xu, Zili Zhang: Multiagent Framework for Bio-data Mining. RSKT 2009: 200-207

Zili Zhang, Pengyi Yang: An Ensemble of Classifiers with Genetic Algorithm Based Feature Selection. IEEE Intelligent Informatics Bulletin 9(1): 18-24 (2008)

Pengyi Yang, Zili Zhang: A Hybrid Approach to Selecting Susceptible Single Nucleotide Polymorphisms for Complex Disease Analysis. BMEI (1) 2008: 214-218

Pengyi Yang, Zili Zhang: A Clustering Based Hybrid System for Mass Spectrometry Data Analysis. PRIB 2008: 98-109

Pengyi Yang, Zili Zhang: Hybrid Methods to Select Informative Gene Sets in Microarray Data Classification. Australian Conference on Artificial Intelligence 2007: 810-814