Guo-Zheng Li

Guo-Zheng Li, Rui-Wei Zhao, Hai-Ni Qu, Mingyu You: Model selection for partial least squares based dimension reduction. Pattern Recognition Letters 33(5): 524-529 (2012)

Xue-Qiang Zeng, Guo-Zheng Li: A supervised solution for redundant feature detection depending on instances. BIBM Workshops 2012: 299-306

Mingyu You, Rui-Wei Zhao, Guo-Zheng Li, Xiaohua Hu: MAPLSC: A novel multi-class classifier for medical diagnosis. IJDMB 5(4): 383-401 (2011)

Guo-Zheng Li: Special issue on massive data processing by using machine learning. Int. J. General Systems 40(4): 351-354 (2011)

Mingyu You, Guo-Zheng Li: Feature selection for multi-class problems by using pairwise-class and all-class techniques. Int. J. General Systems 40(4): 381-394 (2011)

Xiao Wang, Guo-Zheng Li, Jia-Ming Liu, Rui-Wei Zhao: Multi-label Learning for Protein Subcellular Location Prediction. BIBM 2011: 282-285

Wen-wei Ouyang, Xiao-zhong Lin, Yi Ren, Yi Luo, Yuntao Liu, Jia-min Yuan, Ai-hua Ou, Guo-Zheng Li: TCM syndromes diagnostic model of hypertension: Study based on Tree Augmented Naive Bayes. BIBM Workshops 2011: 834-837

Xiao-bo Yang, Shi-xing 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: 854-857

Hai-Ni Qu, Guo-Zheng Li, Wei-Sheng Xu: An asymmetric classifier based on partial least squares. Pattern Recognition 43(10): 3448-3457 (2010)

Junping Zhang, Guo-Zheng Li: Overview of PAKDD Competition 2007. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 277-284

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: 354-357

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. IJDMB 3(1): 85-103 (2009)

Mingyu You, Guo-Zheng Li, Jack Y. Yang, Mary Qu Yang: An Enhanced Lipschitz Embedding Classifier for Multi-Emotion Speech Analysis. IJPRAI 23(8): 1685-1700 (2009)

Guo-Zheng Li, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang: Combining support vector regression with feature selection for multivariate calibration. Neural Computing and Applications 18(7): 813-820 (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: 10-16

Mingyu You, Lei Ge, Guo-Zheng Li, Liaoyu Xu, Suying Huang: A TCM Platform for Maters' Experience Sharing. IJCBS 2009: 388-391

Guo-Zheng Li, Xue-Qiang Zeng: Feature Selection for Partial Least Square Based Dimension Reduction. Foundations of Computational Intelligence (5) 2009: 3-37

Joe Zhang, Guo-Zheng Li, Jack Y. Yang (Eds.): International Joint Conferences on Bioinformatics, Systems Biology and Intelligent Computing, IJCBS 2009, Shanghai, China, 3-5 August 2009. IEEE Computer Society 2009, isbn 978-0-7695-3739-9

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 Bioinformatics 9(S-6) (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 Bioinformatics 9(S-6) (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. I. J. Computational Biology and Drug Design 1(1): 1-13 (2008)

Tian-Yu Liu, Guo-Zheng Li, Jack Y. Yang, Mary Qu Yang: Feature selection for the imbalanced QSAR problems by using EasyEnsemble. I. J. Computational Biology and Drug Design 1(4): 334-346 (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. I. J. Functional Informatics and Personalised Medicine 1(3): 223-233 (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. I. J. Functional Informatics and Personalised Medicine 1(4): 419-438 (2008)

Junping Zhang, Guo-Zheng Li: Overview of PAKDD Competition 2007. IJDWM 4(2): 1-8 (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: 295-300

Yue Liu, Yafeng Yin, Zaixia Teng, Qi Wu, Guo-Zheng Li: Activities Prediction of Drug Molecules by Using the Optimal Ensemble Based on Uniform Design. ICIC (1) 2008: 106-113

Mingyu You, Guo-Zheng Li, Luonan Chen, Jianhua Tao: A Novel Classifier Based on Enhanced Lipschitz Embedding for Speech Emotion Recognition. ICIC (1) 2008: 482-490

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: 256-267

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: 842-848

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: 967-973

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: 1439-1444

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: 515-522

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: 138-146

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: 653-658

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: 108-114

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: 206-217

Guo-Zheng Li, Jie Yang, Chenzhou Ye, Dao-Ying Geng: Degree prediction of malignancy in brain glioma using support vector machines. Comp. in Bio. and Med. 36(3): 313-325 (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: 1231-1236

Guo-Zheng Li, Tian-Yu Liu, Victor S. Cheng: Classification of Brain Glioma by Using SVMs Bagging with Feature Selection. BioDM 2006: 124-130

Guo-Zheng Li, Tian-Yu Liu: Feature Selection for Bagging of Support Vector Machines. PRICAI 2006: 271-277

Yue Liu, Yuan Li, Guo-Zheng Li, Bofeng Zhang, Gengfeng Wu: Constructive Ensemble of RBF Neural Networks and Its Application to Earthquake Prediction. ISNN (1) 2005: 532-537

Guo-Zheng Li, Jie Yang, Hai-Feng Song, Shang-Sheng Yang, Wen-Cong Lu, Nian-yi Chen: Semiempirical Quantum Chemical Method and Artificial Neural Networks Applied for lambda_max Computation of Some Azo Dyes. Journal of Chemical Information and Modeling 44(6): 2047-2050 (2004)

Guo-Zheng Li, Jie Yang, Jun Lu, Wen-Cong Lu, Nian-yi Chen: On Multivariate Calibration Problems. ISNN (1) 2004: 389-394

Guo-Zheng Li, Jie Yang, Guo-Ping Liu, Li Xue: Feature Selection for Multi-class Problems Using Support Vector Machines. PRICAI 2004: 292-300

Zhenxiao Wang, Jie Yang, Guo-Zheng Li: An Improved Branch & Bound Algorithm in Feature Selection. RSFDGrC 2003: 549-556