Shiquan Sun

发表

Deriving interval weights from an interval multiplicative consistent fuzzy preference relation

Jibin Lan, Mingming Hu, Xinmiao Ye, 2012, Knowl. Based Syst..

Heritability estimation and differential analysis of count data with generalized linear mixed models in genomic sequencing studies

Xiang Zhou, Shiquan Sun, Mengjie Chen, 2018, Bioinform..

A hybrid PSO-GSA strategy for high-dimensional optimization and microarray data clustering

Qinke Peng, Shiquan Sun, Shiquan Sun, 2014, 2014 IEEE International Conference on Information and Automation (ICIA).

Deep generative autoencoder for low-dimensional embeding extraction from single-cell RNAseq data

Xuequn Shang, Shiquan Sun, Yang Liu, 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Higher-order partial least squares for predicting gene expression levels from chromatin states

Yan Zheng, Shiquan Sun, Xifang Sun, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Collaborative filtering recommendation algorithm based on user preference derived from item domain features

Jing Zhang, Qinke Peng, Shiquan Sun, 2014 .

A fast and efficient count-based matrix factorization method for detecting cell types from single-cell RNAseq data

Yang Liu, Yabo Chen, Xuequn Shang, 2019, BMC Systems Biology.

GT-kernelPLS: Game theory based hybrid gene selection method for microarray data classification

Qinke Peng, Shiquan Sun, Xiao Wang, 2015, 2015 IEEE/ACIS 16th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD).

A Nonparametric Method for Detecting Differential DNA Methylation Regions

Shiquan Sun, Xifang Sun, Jiaqiang Zhu, 2020, 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

MKPLS: Multiple kernel partial least squares for transcription factor binding site identification

Qinke Peng, Ling Chai, Shiquan Sun, 2017, 2017 Chinese Automation Congress (CAC).

A high-order representation and classification method for transcription factor binding sites recognition in Escherichia coli

Qinke Peng, Shiquan Sun, Xiongpan Zhang, 2017, Artif. Intell. Medicine.

A classification of alternatively spliced cassette exons using AdaBoost-based algorithm

Qinke Peng, Tao Zhong, Liang Li, 2014, 2014 IEEE International Conference on Information and Automation (ICIA).

Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis

Xiang Zhou, Ying Ma, Shiquan Sun, 2019, Genome Biology.

Statistical analysis of spatial expression patterns for spatially resolved transcriptomic studies

Shiquan Sun, Jiaqiang Zhu, Xiang Zhou, 2020, Nature Methods.

Employing F-MADM to derive user preference model from item features and rating information for personalized recommendation

Qinke Peng, Tao Zhong, Jing Zhang, 2015, 2015 IEEE International Conference on Information and Automation.

Stock trend analysis based on feature rank by partial least squares

Qinke Peng, Zhibo Zhu, Zhi Li, 2015, 2015 IEEE International Conference on Information and Automation.

Higher-order partial least squares for predicting gene expression levels from chromatin states

Yan Zheng, Shiquan Sun, Xifang Sun, 2018, BMC Bioinformatics.

Global feature selection from microarray data using Lagrange multipliers

Xiaokang Zhang, Qinke Peng, Shiquan Sun, 2016, Knowl. Based Syst..

A novel nonparametric computational strategy for identifying differential methylation regions

Shiquan Sun, Xifang Sun, Donglin Wang, 2022, BMC Bioinformatics.

Differential expression analysis for RNAseq using Poisson mixed models

Xiang Zhou, Qinke Peng, Laura Scott, 2016, bioRxiv.