Guo-Zheng Li

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 9

Top Topics

Balancing Exploration And Exploitation

Feature Selection And Classification

Top Venues

Int. J. Mach. Learn. Cybern.

Int. J. Comput. Heal.

Publications

Guo-Zheng Li, Weiwei Zhang, Caitong Yue, Yirui Wang
Balancing exploration and exploitation in dynamic constrained multimodal multi-objective co-evolutionary algorithm. Swarm Evol. Comput. 89 (2024)
Xue-Qiang Zeng, Su-Fen Chen, Run Xiang, Guo-Zheng Li, Xuefeng Fu
Incomplete label distribution learning based on supervised neighborhood information. Int. J. Mach. Learn. Cybern. 11 (1) (2020)
JinLing Niu, ChangBo Zhao, Guo-Zheng Li
A comprehensive study on color correction for medical facial images. Int. J. Mach. Learn. Cybern. 10 (5) (2019)
Zehui He, Heng Weng, Aihua Ou, Shixing Yan, Chuanjian Lu, Guo-Zheng Li
Feature extraction from medical record text for TCM Zheng classification of psoriasis. BIBM (2017)
Haiqing Li, Guo-Zheng Li, William Yang, Ying Chen, Xiaoxin Zhu, Mary Qu Yang
Prediction of the efficacy of Wuji Pills by machine learning methods. BIBM (2016)
Wei Zhu, Wei Zhang, Guo-Zheng Li, Chong He, Lei Zhang
A study of damp-heat syndrome classification using Word2vec and TF-IDF. BIBM (2016)
Jiamin Yuan, Jiachang Chen, Li Huang, Fuping Xu, Mary Qu Yang, Shixing Yan, Guo-Zheng Li, Zhimin Yang
Visualized analysis of incomplete TCM meridian conductance data. BIBM (2016)
Li Huang, Shixing Yan, Jiamin Yuan, Zhiya Zuo, Fuping Xu, Yanzhao Lin, Mary Qu Yang, Zhimin Yang, Guo-Zheng Li
Comparing of feature selection and classification methods on report-based subhealth data. BIBM (2016)
Chong He, Changbo Zhao, Guo-Zheng Li, Wei Zhu, William Yang, Mary Qu Yang
A hybrid iterative approach for microarray missing value estimation. BIBM (2016)
Chong He, Hui-Hui Li, Changbo Zhao, Guo-Zheng Li, Wei Zhang
Triple imputation for microarray missing value estimation. BIBM (2015)
Jinling Niu, Changbo Zhao, Guo-Zheng Li, Wei Zhang
Facial color management for mobile health in the wild. BIBM (2015)
Jia-Ming Liu, Mingyu You, Zheng Wang, Guo-Zheng Li, Xianghuai Xu, Zhongmin Qiu
Cough event classification by pretrained deep neural network. BMC Medical Informatics Decis. Mak. (4) (2015)
Chengjun Wang, Changbo Zhao, Guo-Zheng Li, Xue-Qiang Zeng
Multiple cues region growing segmentation on tongue image. Int. J. Comput. Heal. 2 (2) (2015)
Xue-Qiang Zeng, Guo-Zheng Li, Hua-Xing Zou, Qian-Sheng Chen
An empirical comparison of incremental linear feature extraction methods. Int. J. Wirel. Mob. Comput. 8 (3) (2015)
Hui-Hui Wang, Jia-Ming Liu, Mingyu You, Guo-Zheng Li
Audio signals encoding for cough classification using convolutional neural networks: A comparative study. BIBM (2015)
Feng-Feng Shao, Hao Zhang, Guo-Zheng Li, Chunpu Zou, Xue-Qiang Zeng
Investigating the effects of climate factors on bacillary dysentery transmission in Harbin City, China. Int. J. Comput. Heal. 2 (2) (2015)
Xiao Wang, Weiwei Zhang, Qiuwen Zhang, Guo-Zheng Li
MultiP-SChlo: multi-label protein subchloroplast localization prediction with Chou's pseudo amino acid composition and a novel multi-label classifier. Bioinform. 31 (16) (2015)
Xiao Wang, Guo-Zheng Li, Qiuwen Zhang, Deshuang Huang
MultiP-SChlo: Multi-label protein subchloroplast localization prediction. BIBM (2014)
Hui-Hui Li, Feng-Feng Shao, Guo-Zheng Li
Semi-supervised imputation for microarray missing value estimation. BIBM (2014)
Xue-Qiang Zeng, Guo-Zheng Li
Incremental partial least squares analysis of big streaming data. Pattern Recognit. 47 (11) (2014)
Jin-Ling Niu, Chang-Bo Zhao, Guo-Zheng Li
A Novel Color Correction Framework for Facial Images. ICMB (2014)
Jia-Ming Liu, Mingyu You, Zheng Wang, Guo-Zheng Li, Xianghuai Xu, Zhongmin Qiu
Cough detection using deep neural networks. BIBM (2014)
Sheng Sun, Zhiya Zuo, Guo-Zheng Li, Xiao-bo Yang
Subhealth state classification with AdaBoost learner. Int. J. Funct. Informatics Pers. Medicine 4 (2) (2013)
Jia-Ming Liu, Mingyu You, Guo-Zheng Li, Zheng Wang, Xianghuai Xu, Zhongmin Qiu, Wenjia Xie, Chao An, Sili Chen
Cough signal recognition with Gammatone Cepstral Coefficients. ChinaSIP (2013)
Xue-Qiang Zeng, Guo-Zheng Li
Dimension reduction for p53 protein recognition by using incremental partial least squares. BIBM (2013)
Rui-Wei Zhao, Guo-Zheng Li, Jia-Ming Liu, Xiao Wang
Clinical multi-label free text classification by exploiting disease label relation. BIBM (2013)
Miaojing Shi, Guo-Zheng Li, Fufeng Li
C2G2FSnake: automatic tongue image segmentation utilizing prior knowledge. Sci. China Inf. Sci. 56 (9) (2013)
Xiao Wang, Guo-Zheng Li
Multilabel Learning via Random Label Selection for Protein Subcellular Multilocations Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (2) (2013)
Huan Shao, Guo-Zheng Li, Guoping Liu, Yiqin Wang
Symptom selection for multi-label data of inquiry diagnosis in traditional Chinese medicine. Sci. China Inf. Sci. 56 (5) (2013)
Mingyu You, Shixing Yan, Guo-Zheng Li, Sheng Sun, Xue-Qiang Zeng, Qing-Ce Zhao, Liaoyu Xu, Suying Huang
Customized management of clinical data in traditional Chinese medicine. BIBM (2013)
Gang Zhang, Zhaohui Liang, Jian Yin, Wenbin Fu, Guo-Zheng Li
A similarity based learning framework for interim analysis of outcome prediction of acupuncture for neck pain. Int. J. Data Min. Bioinform. 8 (4) (2013)
Mingyu You, Jia-Ming Liu, Guo-Zheng Li, Yan Chen
Embedded Feature Selection for Multi-label Classification of Music Emotions. Int. J. Comput. Intell. Syst. 5 (4) (2012)
Xue-Qiang Zeng, Guo-Zheng Li
A supervised solution for redundant feature detection depending on instances. BIBM Workshops (2012)
Guo-Zheng Li, Rui-Wei Zhao, Hai-Ni Qu, Mingyu You
Model selection for partial least squares based dimension reduction. Pattern Recognit. Lett. 33 (5) (2012)
Xiao Wang, Guo-Zheng Li, Jia-Ming Liu, Rui-Wei Zhao
Multi-label Learning for Protein Subcellular Location Prediction. BIBM (2011)
Xiao-bo Yang, Shixing Yan, Zheng-yang Zhou, Guo-Zheng Li, Yan Li, Xin-feng Guo
Balance-bagging-PRFS algorithm for feature optimization on insomnia data intervened by traditional Chinese Medicine. BIBM Workshops (2011)
Mingyu You, Guo-Zheng Li
Feature selection for multi-class problems by using pairwise-class and all-class techniques. Int. J. Gen. Syst. 40 (4) (2011)
Wen-wei Ouyang, Xiaozhong Lin, Yi Ren, Yi Luo, Yuntao Liu, Jiamin Yuan, Aihua Ou, Guo-Zheng Li
TCM syndromes diagnostic model of hypertension: Study based on Tree Augmented Naive Bayes. BIBM Workshops (2011)
Guo-Zheng Li
Special issue on massive data processing by using machine learning. Int. J. Gen. Syst. 40 (4) (2011)
Mingyu You, Rui-Wei Zhao, Guo-Zheng Li, Xiaohua Hu
MAPLSC: A novel multi-class classifier for medical diagnosis. Int. J. Data Min. Bioinform. 5 (4) (2011)
Hai-Ni Qu, Guo-Zheng Li, Wei-Sheng Xu
An asymmetric classifier based on partial least squares. Pattern Recognit. 43 (10) (2010)
Bo Chen, Guo-Zheng Li, Mingyu You
Multi-class feature selection using Pairwise-class and All-class techniques. BIBM Workshops (2010)
Xue-Qiang Zeng, Guo-Zheng Li, Su-Fen Chen
Gene selection by using an improved Fast Correlation-Based Filter. BIBM Workshops (2010)
Guo-Zheng Li, Mingyu You, Lei Ge, Jack Y. Yang, Mary Qu Yang
Feature selection for semi-supervised multi-label learning with application to gene function analysis. BCB (2010)
Mingyu You, Guo-Zheng Li, Jack Y. Yang, Mary Qu Yang
An Enhanced Lipschitz Embedding Classifier for Multi-Emotion Speech Analysis. Int. J. Pattern Recognit. Artif. Intell. 23 (8) (2009)
Mingyu You, Lei Ge, Guo-Zheng Li, Liaoyu Xu, Suying Huang
A TCM Platform for Maters' Experience Sharing. IJCBS (2009)
Su-Fen Chen, Xue-Qiang Zeng, Guo-Zheng Li, Jack Y. Yang, Mary Qu Yang
Redundant Gene Selection Based on Particle Swarm Optimization. IJCBS (2009)
Xue-Qiang Zeng, Guo-Zheng Li, Gengfeng Wu, Jack Y. Yang, Mary Qu Yang
Irrelevant gene elimination for Partial Least Squares based Dimension Reduction by using feature probes. Int. J. Data Min. Bioinform. 3 (1) (2009)
Guo-Zheng Li, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang
Combining support vector regression with feature selection for multivariate calibration. Neural Comput. Appl. 18 (7) (2009)
Junping Zhang, Guo-Zheng Li
Overview of PAKDD Competition 2007. Int. J. Data Warehous. Min. 4 (2) (2008)
Xue-Qiang Zeng, Guo-Zheng Li, Jack Y. Yang, Mary Qu Yang, Gengfeng Wu
Dimension reduction with redundant gene elimination for tumor classification. BMC Bioinform. 9 (S-6) (2008)
Yue Liu, Zaixia Teng, Yafeng Yin, Guo-Zheng Li
Using Rough Reducts Based SVM Ensemble for SAR of the Ethofenprox Analogous of Pesticide. IMSCCS (2008)
Xue-Qiang Zeng, Guo-Zheng Li, Jack Y. Yang, Mary Qu Yang
A Novel Metric for Redundant Gene Elimination Based on Discriminative Contribution. ISBRA (2008)
Guo-Zheng Li, Hao-Hua Meng, Wen-Cong Lu, Jack Y. Yang, Mary Qu Yang
Asymmetric bagging and feature selection for activities prediction of drug molecules. BMC Bioinform. 9 (S-6) (2008)
Yuhai Liu, Guo-Zheng Li, Wenqian Yu, Jianqun Xu, Jack Y. Yang, Mary Qu Yang
Abnormal Traffic Detection in VoIP by Using Machine Learning Approaches. IC-AI (2008)
Tian-Yu Liu, Guo-Zheng Li, Jack Y. Yang, Mary Qu Yang
Feature selection for the imbalanced QSAR problems by using EasyEnsemble. Int. J. Comput. Biol. Drug Des. 1 (4) (2008)
Mingyu You, Guo-Zheng Li, Luonan Chen, Jianhua Tao
A Novel Classifier Based on Enhanced Lipschitz Embedding for Speech Emotion Recognition. ICIC (1) (2008)
Yuhai Liu, Guo-Zheng Li, Hong-Yu Zhang, Mary Qu Yang, Jack Y. Yang
Feature selection for gene function prediction using multi-labelled lazy learning. Int. J. Funct. Informatics Pers. Medicine 1 (3) (2008)
Guo-Zheng Li, Jack Y. Yang, Wen-Cong Lu, Dan Li, Mary Qu Yang
Improving prediction accuracy of drug activities by utilising unlabelled instances with feature selection. Int. J. Comput. Biol. Drug Des. 1 (1) (2008)
Guo-Zheng Li, Hao-Hua Meng, Jun Ni
Embedded Gene Selection for Imbalanced Microarray Data Analysis. IMSCCS (2008)
Mingyu You, Guo-Zheng Li, Xue-Qiang Zeng, Lei Ge, Lijuan Bi, Suying Huang, Mary Qu Yang, Jack Y. Yang
A Personalized Traditional Chinese Medicine System in the case of Cai's gynecology. Int. J. Funct. Informatics Pers. Medicine 1 (4) (2008)
Guo-Zheng Li, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang
Support Vector Regression with Feature Selection for the Multivariate Calibration of Spectrofluorimetric Determination of Aromatic Amino Acids. BIBE (2007)
Hua-Long Bu, Guo-Zheng Li, Xue-Qiang Zeng, Jack Y. Yang, Mary Qu Yang
Feature Selection and Partial Least Squares Based Dimension Reduction for Tumor Classification. BIBE (2007)
Xue-Qiang Zeng, Guo-Zheng Li, Gengfeng Wu, Hua-Xing Zou
On the Number of Partial Least Squares Components in Dimension Reduction for Tumor Classification. PAKDD Workshops (2007)
Guo-Zheng Li, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang
Asymmetric Bagging and Feature Selection for Activities Prediction of Drug Molecules. IMSCCS (2007)
Lu-Jin You, Guo-Zheng Li, Jack Y. Yang
Support Vector Machines Applied to Research of Ancient Chinese Porcelain: Modeling of Jun Glaze. IC-AI (2007)
Guo-Zheng Li, Xue-Qiang Zeng, Jack Y. Yang, Mary Qu Yang
Partial Least Squares Based Dimension Reduction with Gene Selection for Tumor Classification. BIBE (2007)
Guo-Zheng Li, Dan Li, Wen-Cong Lu, Jack Y. Yang, Mary Qu Yang
Feature Selection for Co-Training: A QSAR Study. IC-AI (2007)
Jack Y. Yang, Guo-Zheng Li, Li-Xin Liu, Mary Qu Yang
Classification of Brain Glioma by Using Neural Networks Ensemble with Multi-Task Learning. BIOCOMP (2007)
Guo-Zheng Li, Tian-Yu Liu
Feature Selection for Bagging of Support Vector Machines. PRICAI (2006)
Guo-Zheng Li, Jie Yang, Chenzhou Ye, Dao-Ying Geng
Degree prediction of malignancy in brain glioma using support vector machines. Comput. Biol. Medicine 36 (3) (2006)
Tian-Yu Liu, Guo-Zheng Li, Yue Liu, Gengfeng Wu, Wei Wang
Estimation of the Future Earthquake Situation by Using Neural Networks Ensemble. ISNN (2) (2006)
Guo-Zheng Li, Tian-Yu Liu, Victor S. Cheng
Classification of Brain Glioma by Using SVMs Bagging with Feature Selection. BioDM (2006)
Guo-Zheng Li, Jie Yang, Jun Lu, Wen-Cong Lu, Nian-yi Chen
On Multivariate Calibration Problems. ISNN (1) (2004)
Guo-Zheng Li, Jie Yang, Haifeng Song, Shang-Sheng Yang, Wen-Cong Lu, Nian-yi Chen
Computation of Some Azo Dyes. J. Chem. Inf. Model. 44 (6) (2004)
Guo-Zheng Li, Jie Yang, Guo-Ping Liu, Li Xue
Feature Selection for Multi-class Problems Using Support Vector Machines. PRICAI (2004)