List of works - Guo-zheng Li

2K09 and thereafter : the coming era of integrative bioinformatics, systems biology and intelligent computing for functional genomics and personalized medicine research

scientific article

A multi-label predictor for identifying the subcellular locations of singleplex and multiplex eukaryotic proteins

scientific article (publication date: 2012)

A novel multi-target regression framework for time-series prediction of drug efficacy

scientific article

A similarity based learning framework for interim analysis of outcome prediction of acupuncture for neck pain.

scientific article published in January 2013

Advances in Patient Classification for Traditional Chinese Medicine: A Machine Learning Perspective

scientific article

Analysis and Modeling for Big Data in Cancer Research.

scientific article published on 12 June 2017

Asymmetric bagging and feature selection for activities prediction of drug molecules

scientific article

Big data is essential for further development of integrative medicine

scientific article published on 3 May 2015

Cough event classification by pretrained deep neural network.

scientific article

Degree prediction of malignancy in brain glioma using support vector machines

scientific article published in March 2006

Development and psychometric validation of the Chinese version of Skindex-29 and Skindex-16

scientific article

Dimension reduction for p53 protein recognition by using incremental partial least squares

scientific article published in June 2014

Dimension reduction with redundant gene elimination for tumor classification

scientific article

End-to-End Models to Imitate Traditional Chinese Medicine Syndrome Differentiation in Lung Cancer Diagnosis: Model Development and Validation

scientific article published on 16 June 2020

Facial Color Management for Mobile Health in the Wild.

scientific article

High mean water vapour pressure promotes the transmission of bacillary dysentery

scientific article published on 6 May 2015

Improving prediction accuracy of tumor classification by reusing genes discarded during gene selection

scientific article

Intelligent ZHENG Classification of Hypertension Depending on ML-kNN and Information Fusion.

scientific article

Irrelevant gene elimination for partial least squares based dimension reduction by using feature probes

scientific article published in January 2009

MAPLSC: a novel multi-class classifier for medical diagnosis

scientific article published in January 2011

Modelling of inquiry diagnosis for coronary heart disease in Traditional Chinese Medicine by using multi-label learning

scientific article

Multi-location gram-positive and gram-negative bacterial protein subcellular localization using gene ontology and multi-label classifier ensemble.

scientific article published on 25 August 2015

MultiP-SChlo: multi-label protein subchloroplast localization prediction with Chou's pseudo amino acid composition and a novel multi-label classifier

scientific article published on 20 April 2015

Multilabel learning for protein subcellular location prediction

scientific article published in September 2012

Multilabel learning via random label selection for protein subcellular multilocations prediction

scientific article published in March 2013

Patient classification of hypertension in Traditional Chinese Medicine using multi-label learning techniques

scientific article published on 23 September 2015

Predicting membrane protein types with bragging learner

scientific article published in January 2008

Predicting protein structural class with AdaBoost Learner

scientific article published in January 2006

Qualitative and quantitative analysis for facial complexion in traditional Chinese medicine

scientific article

Scientific computation of big data in real-world clinical research

scientific article

Selecting subsets of newly extracted features from PCA and PLS in microarray data analysis

scientific article

Semiempirical quantum chemical method and artificial neural networks applied for lambdamax computation of some azo dyes

scientific article published in November 2004

Supervised redundant feature detection for tumor classification

scientific article

Support vector machine for SAR/QSAR of phenethyl-amines

scientific article published in July 2007

Using AdaBoost for the prediction of subcellular location of prokaryotic and eukaryotic proteins

scientific article

List of works by Guo-zheng Li

2K09 and thereafter : the coming era of integrative bioinformatics, systems biology and intelligent computing for functional genomics and personalized medicine research

A multi-label predictor for identifying the subcellular locations of singleplex and multiplex eukaryotic proteins

A novel multi-target regression framework for time-series prediction of drug efficacy

A similarity based learning framework for interim analysis of outcome prediction of acupuncture for neck pain.

Advances in Patient Classification for Traditional Chinese Medicine: A Machine Learning Perspective

Analysis and Modeling for Big Data in Cancer Research.

Asymmetric bagging and feature selection for activities prediction of drug molecules

Big data is essential for further development of integrative medicine

Cough event classification by pretrained deep neural network.

Degree prediction of malignancy in brain glioma using support vector machines

Development and psychometric validation of the Chinese version of Skindex-29 and Skindex-16

Dimension reduction for p53 protein recognition by using incremental partial least squares

Dimension reduction with redundant gene elimination for tumor classification

End-to-End Models to Imitate Traditional Chinese Medicine Syndrome Differentiation in Lung Cancer Diagnosis: Model Development and Validation

Facial Color Management for Mobile Health in the Wild.

High mean water vapour pressure promotes the transmission of bacillary dysentery

Improving prediction accuracy of tumor classification by reusing genes discarded during gene selection

Intelligent ZHENG Classification of Hypertension Depending on ML-kNN and Information Fusion.

Irrelevant gene elimination for partial least squares based dimension reduction by using feature probes

MAPLSC: a novel multi-class classifier for medical diagnosis

Modelling of inquiry diagnosis for coronary heart disease in Traditional Chinese Medicine by using multi-label learning

Multi-location gram-positive and gram-negative bacterial protein subcellular localization using gene ontology and multi-label classifier ensemble.

MultiP-SChlo: multi-label protein subchloroplast localization prediction with Chou's pseudo amino acid composition and a novel multi-label classifier

Multilabel learning for protein subcellular location prediction

Multilabel learning via random label selection for protein subcellular multilocations prediction

Patient classification of hypertension in Traditional Chinese Medicine using multi-label learning techniques

Predicting membrane protein types with bragging learner

Predicting protein structural class with AdaBoost Learner

Qualitative and quantitative analysis for facial complexion in traditional Chinese medicine

Scientific computation of big data in real-world clinical research

Selecting subsets of newly extracted features from PCA and PLS in microarray data analysis

Semiempirical quantum chemical method and artificial neural networks applied for lambdamax computation of some azo dyes

Supervised redundant feature detection for tumor classification

Support vector machine for SAR/QSAR of phenethyl-amines

Using AdaBoost for the prediction of subcellular location of prokaryotic and eukaryotic proteins