Guo-Zheng Li

发表

Semi-supervised imputation for microarray missing value estimation

Hui-Hui Li, Feng-Feng Shao, Guo-Zheng Li, 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Asymmetric Bagging and Feature Selection for Activities Prediction of Drug Molecules

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2007, IMSCCS.

Subhealth state classification with AdaBoost learner

Sheng Sun, Guo-Zheng Li, Zhiya Zuo, 2013, Int. J. Funct. Informatics Pers. Medicine.

Feature selection for gene function prediction using multi-labelled lazy learning

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2008, Int. J. Funct. Informatics Pers. Medicine.

MultiP-SChlo: Multi-label protein subchloroplast localization prediction

Qiuwen Zhang, Guo-Zheng Li, Xiao Wang, 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Audio signals encoding for cough classification using convolutional neural networks: A comparative study

Guo-Zheng Li, Mingyu You, Hui-Hui Wang, 2015, 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Feature Selection for Bagging of Support Vector Machines

Guo-Zheng Li, Tian-Yu Liu, 2006, PRICAI.

Facial color management for mobile health in the wild

Wei Zhang, Guo-Zheng Li, Jinling Niu, 2015, 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A Novel Classifier Based on Enhanced Lipschitz Embedding for Speech Emotion Recognition

Luonan Chen, Guo-Zheng Li, Jianhua Tao, 2008, ICIC.

Symptom selection for multi-label data of inquiry diagnosis in traditional Chinese medicine

Yiqin Wang, Guo-Zheng Li, Guoping Liu, 2013, Science China Information Sciences.

An Enhanced Lipschitz Embedding Classifier for Multi-Emotion Speech Analysis

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2009, Int. J. Pattern Recognit. Artif. Intell..

Fault Diagnosis by Using Selective Ensemble Learning Based on Mutual Information

Guo-Zheng Li, Tian-Yu Liu, 2008 .

Facial Color Management for Mobile Health in the Wild

Chong He, Guo-Zheng Li, Hui-Hui Wang, 2016, IEEE Transactions on NanoBioscience.

Visualized analysis of incomplete TCM meridian conductance data

Mary Yang, Zhimin Yang, Guo-Zheng Li, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A hybrid iterative approach for microarray missing value estimation

Chong He, Wei Zhu, William Yang, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Feature Selection and Partial Least Squares Based Dimension Reduction for Tumor Classification

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Feature selection for the imbalanced QSAR problems by using EasyEnsemble

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2008, Int. J. Comput. Biol. Drug Des..

Sparse Representation for Face Verification in Social Insurance System

Guo-Zheng Li, Rui Xue, Ming-Yu You, 2010, 2010 Chinese Conference on Pattern Recognition (CCPR).

Special issue on massive data processing by using machine learning

Guo-Zheng Li, Guozheng Li, 2011, Int. J. Gen. Syst..

Prediction of the efficacy of Wuji Pills by machine learning methods

Ying Chen, Haiqing Li, William Yang, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Feature Selection for Multi-class Problems Using Support Vector Machines

Jie Yang, Li Xue, Guo-Zheng Li, 2004, PRICAI.

Feature extraction from medical record text for TCM Zheng classification of psoriasis

Heng Weng, Guo-Zheng Li, Shixing Yan, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A study of damp-heat syndrome classification using Word2vec and TF-IDF

Wei Zhang, Lei Zhang, Chong He, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Asymmetric Bagging and Feature Selection for ActivitiesPrediction of Drug Molecules

Mary Qu Yang, Jack Y. Yang, Guo-Zheng Li, 2007 .

Predicting protein structural class with AdaBoost Learner.

Kuo-Chen Chou, Guo-Zheng Li, Bing Niu, 2006, Protein and peptide letters.

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

Guo-Zheng Li, Bing Niu, Yu-Dong Cai, 2008, Molecular Diversity.

A Personalized Traditional Chinese Medicine System in the case of Cai's gynecology

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2008, Int. J. Funct. Informatics Pers. Medicine.

On the Number of Partial Least Squares Components in Dimension Reduction for Tumor Classification

Gengfeng Wu, Guo-Zheng Li, Xue-Qiang Zeng, 2007, PAKDD Workshops.

Comparing of feature selection and classification methods on report-based subhealth data

Li Huang, Mary Yang, Zhimin Yang, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Embedded Feature Selection for Multi-label Classification of Music Emotions

Yan Chen, Guo-Zheng Li, Mingyu You, 2012, Int. J. Comput. Intell. Syst..

SVM Applied to Data of Trace Element Analysis

Jie Yang, Wencong Lu, Guo-Zheng Li, 2004 .

Estimation of the Future Earthquake Situation by Using Neural Networks Ensemble

Wei Wang, Yue Liu, Gengfeng Wu, 2006, ISNN.

Feature Selection for Co-Training: A QSAR Study

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2007, IC-AI.

SVM Applied to Molecular and Materials Design

Jie Yang, Wencong Lu, Guo-Zheng Li, 2004 .

Abnormal Traffic Detection in VoIP by Using Machine Learning Approaches

Wenqian Yu, Jack Y. Yang, Mary Yang, 2008, IC-AI.

Application of PCA and LDA methods on gloss recognition research in TCM complexion inspection

Guo-Zheng Li, Rui Zhou, Rui-Wei Zhao, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

MAPLSC: A novel multi-class classifier for medical diagnosis

Xiaohua Hu, Guo-Zheng Li, Mingyu You, 2011, Int. J. Data Min. Bioinform..

Multi-label Learning for Protein Subcellular Location Prediction

Guo-Zheng Li, Xiao Wang, Jia-Ming Liu, 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine.

Medical Diagnosis by Using Machine Learning Techniques

Guo-Zheng Li, Mingyu You, Guozheng Li, 2014 .

A TCM Platform for Maters' Experience Sharing

Guo-Zheng Li, Lei Ge, Mingyu You, 2009, 2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing.

Gene selection by using an improved Fast Correlation-Based Filter

Guo-Zheng Li, Su-Fen Chen, Xue-Qiang Zeng, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

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

Guo-Zheng Li, Ying Chen, Yumeng Guo, 2017, Scientific Reports.

Orthogonal projection weights in dimension reduction based on Partial Least Squares

Mary Qu Yang, Jack Y. Yang, Guo-Zheng Li, 2009, CI 2009.

Overview of PAKDD Competition 2007

Guo-Zheng Li, Junping Zhang, 2008, Int. J. Data Warehous. Min..

An empirical comparison of incremental linear feature extraction methods

Guo-Zheng Li, Xue-Qiang Zeng, Hua-Xing Zou, 2015, Int. J. Wirel. Mob. Comput..

Multi-class feature selection using Pairwise-class and All-class techniques

Guo-Zheng Li, Bo Chen, Mingyu You, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

A Novel Metric for Redundant Gene Elimination Based on Discriminative Contribution

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2008, ISBRA.

Feature selection for semi-supervised multi-label learning with application to gene function analysis

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2010, BCB '10.

Classification of Brain Glioma by Using Neural Networks Ensemble with Multi-Task Learning

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2007, BIOCOMP.

Triple imputation for microarray missing value estimation

Wei Zhang, Chong He, Hui-Hui Li, 2015, 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

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

Guo-Zheng Li, Xue-Qiang Zeng, Guozheng Li, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

Feature Selection for Partial Least Square Based Dimension Reduction

Guo-Zheng Li, Xue-Qiang Zeng, Guozheng Li, 2009, Foundations of Computational Intelligence.

Gloss Feature Extraction for Surface Examination in Traditional Chinese Medicine

Guo-Zheng Li, Rui Zhou, Rui-Wei Zhao, 2010, 2010 Chinese Conference on Pattern Recognition (CCPR).

Dimension reduction with redundant gene elimination for tumor classification

Gengfeng Wu, Jack Y. Yang, Mary Yang, 2008, BMC Bioinformatics.

An Improved Sakbot Algorithm Based on Histograms Comparison

Guo-Zheng Li, Rui-Wei Zhao, 2009, 2009 Chinese Conference on Pattern Recognition.

Redundant Gene Selection Based on Particle Swarm Optimization

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2009, 2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing.

Embedded Gene Selection for Imbalanced Microarray Data Analysis

Jun Ni, Guo-Zheng Li, Hao-Hua Meng, 2008, 2008 International Multi-symposiums on Computer and Computational Sciences.

Improving prediction accuracy of drug activities by utilising unlabelled instances with feature selection

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2008, Int. J. Comput. Biol. Drug Des..

C2G2FSnake: automatic tongue image segmentation utilizing prior knowledge

Fufeng Li, Miaojing Shi, Guo-Zheng Li, 2013, Science China Information Sciences.

Clinical multi-label free text classification by exploiting disease label relation

Guo-Zheng Li, Xiao Wang, Jia-Ming Liu, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

Combining support vector regression with feature selection for multivariate calibration

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2009, Neural Computing and Applications.

Partial Least Squares Based Dimension Reduction with Gene Selection for Tumor Classification

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Feature Selection Using Support Vector Machine

Jie Yang, Wencong Lu, Guo-Zheng Li, 2004 .

Incremental partial least squares analysis of big streaming data

Guo-Zheng Li, Xue-Qiang Zeng, Guozheng Li, 2014, Pattern Recognit..

Jian Yin, Gang Zhang, Guo-Zheng Li, 2013, Int. J. Data Min. Bioinform..

TCM syndromes diagnostic model of hypertension: Study based on Tree Augmented Naive Bayes

Yi Ren, Yi Luo, Guo-Zheng Li, 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

Support Vector Machine In Chemistry

Jie Yang, Wencong Lu, Guo-Zheng Li, 2004 .

Predicting membrane protein types with bragging learner.

Liang Liu, Guo-Zheng Li, Bing Niu, 2008, Protein and peptide letters.

Asymmetric bagging and feature selection for activities prediction of drug molecules

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2008, Second International Multi-Symposiums on Computer and Computational Sciences (IMSCCS 2007).

Balance-bagging-PRFS algorithm for feature optimization on insomnia data intervened by traditional Chinese Medicine

Yan Li, Guo-Zheng Li, Shixing Yan, 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

Support Vector Machines Applied to Research of Ancient Chinese Porcelain: Modeling of Jun Glaze

Jack Y. Yang, Guo-Zheng Li, Lu-Jin You, 2007, IC-AI.

Multiple cues region growing segmentation on tongue image

Guo-Zheng Li, Chengjun Wang, Changbo Zhao, 2015, Int. J. Comput. Heal..

Supervised redundant feature detection for tumor classification

Guo-Zheng Li, Xue-Qiang Zeng, Guozheng Li, 2014, BMC Medical Genomics.

Irrelevant gene elimination for Partial Least Squares based Dimension Reduction by using feature probes

Gengfeng Wu, Jack Y. Yang, Mary Yang, 2009, Int. J. Data Min. Bioinform..

A Novel Color Correction Framework for Facial Images

Guo-Zheng Li, Jin-Ling Niu, Chang-Bo Zhao, 2014, 2014 International Conference on Medical Biometrics.

Incomplete label distribution learning based on supervised neighborhood information

Guo-Zheng Li, Su-Fen Chen, Xue-Qiang Zeng, 2019, International Journal of Machine Learning and Cybernetics.

On Multivariate Calibration Problems

Jie Yang, Jun Lu, Guo-Zheng Li, 2004, International Symposium on Neural Networks.

A novel tongue segmentation approach utilizing double geodesic flow

Chao Xu, Fufeng Li, Miaojing Shi, 2012, 2012 7th International Conference on Computer Science & Education (ICCSE).

MultiP-SChlo: Multi-label protein subchloroplast localization prediction

De-Shuang Huang, Qiuwen Zhang, Guo-Zheng Li, 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Support Vector Regression with Feature Selection for the Multivariate Calibration of Spectrofluorimetric Determination of Aromatic Amino Acids

Jack Y. Yang, Mary Yang, Guo-Zheng Li, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Cough signal recognition with Gammatone Cepstral Coefficients

Zheng Wang, Guo-Zheng Li, Chao An, 2013, 2013 IEEE China Summit and International Conference on Signal and Information Processing.

An asymmetric classifier based on partial least squares

Guo-Zheng Li, Wei-Sheng Xu, Hai-Ni Qu, 2010, Pattern Recognit..

Investigating the effects of climate factors on bacillary dysentery transmission in Harbin City, China

Hao Zhang, Feng-Feng Shao, Guo-Zheng Li, 2015, Int. J. Comput. Heal..

Multilabel Learning via Random Label Selection for Protein Subcellular Multilocations Prediction

Guo-Zheng Li, Xiao Wang, Guozheng Li, 2013, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Degree prediction of malignancy in brain glioma using support vector machines

Jie Yang, Guo-Zheng Li, Chenzhou Ye, 2006, Comput. Biol. Medicine.

Using Rough Reducts Based SVM Ensemble for SAR of the Ethofenprox Analogous of Pesticide

Yue Liu, Yafeng Yin, Guo-Zheng Li, 2008, 2008 International Multi-symposiums on Computer and Computational Sciences.

SVM Applied to Cancer Research

Jie Yang, Wencong Lu, Guo-Zheng Li, 2004 .

Model selection for partial least squares based dimension reduction

Guo-Zheng Li, Mingyu You, Rui-Wei Zhao, 2012, Pattern Recognit. Lett..

Semiempirical Quantum Chemical Method and Artificial Neural Networks Applied for lambdamax Computation of Some Azo Dyes

Jie Yang, Guo-Zheng Li, Shang-Sheng Yang, 2004, J. Chem. Inf. Model..

Feature selection for multi-class problems by using pairwise-class and all-class techniques

Guo-Zheng Li, Mingyu You, Guozheng Li, 2011, Int. J. Gen. Syst..

Classification of Brain Glioma by Using SVMs Bagging with Feature Selection

Victor S. Cheng, Guo-Zheng Li, Tian-Yu Liu, 2006, BioDM.

Cough detection using deep neural networks

Zheng Wang, Guo-Zheng Li, Mingyu You, 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

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

Guo-Zheng Li, Hao-Hua Meng, Youping Deng, 2008, BMC Genomics.

Multi-Label Learning via Random Label Selection for Protein Subcellular Multi-Locations Prediction.

Guo-Zheng Li, Xiao Wang, 2013, IEEE/ACM transactions on computational biology and bioinformatics.

Association analysis and distribution of chronic gastritis syndromes based on associated density

Guo-Zheng Li, Hai-Xia Yan, Fu-Feng Li, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

Incorporating Prior Knowledge into Boosting for Multi-Label Classification XiaoWang

Guo-Zheng Li, Xiao Wang, Guozheng Li, 2011 .

A hybrid imputation approach for microarray missing value estimation

Guo-Zheng Li, Xiao Wang, Changbo Zhao, 2015, BMC Genomics.

Cough event classification by pretrained deep neural network

Guo-Zheng Li, Mingyu You, Jia-Ming Liu, 2015, BMC Medical Informatics and Decision Making.

Reducing Error of Tumor Classification by Using Dimension Reduction with Feature Selection

Guo-Zheng Li, Xue-Qiang Zeng, Guozheng Li, 2007 .

Multilabel Learning for Protein Subcellular Location Prediction

Xiaohua Hu, Guo-Zheng Li, Xiao Wang, 2012, IEEE Transactions on NanoBioscience.

Inquiry diagnosis of coronary heart disease in Chinese medicine based on symptom-syndrome interactions

Guo-Zheng Li, Mingyu You, Guo-Ping Liu, 2012, Chinese Medicine.

Computerized tongue image segmentation via the double geo-vector flow

Guo-Zheng Li, Chao Xu, Miaojing Shi, 2014, Chinese Medicine.

Virus-ECC-mPLoc: a multi-label predictor for predicting the subcellular localization of virus proteins with both single and multiple sites based on a general form of Chou's pseudo amino acid composition.

Guo-Zheng Li, Xiao Wang, Guozheng Li, 2013, Protein and peptide letters.

Dimension Reduction for p53 Protein Recognition by Using Incremental Partial Least Squares

Guo-Zheng Li, Xue-Qiang Zeng, Guozheng Li, 2014, IEEE Transactions on NanoBioscience.

A Multi-Label Predictor for Identifying the Subcellular Locations of Singleplex and Multiplex Eukaryotic Proteins

Guo-Zheng Li, Xiao Wang, Guozheng Li, 2012, PloS one.