Multiclass Cancer Classification by Using Fuzzy Support Vector Machine and Binary Decision Tree With Gene Selection

Yong Mao, Xiaobo Zhou, Daoying Pi, +2

BioMed Research International

Search OptimizationEngineeringMachine LearningGene SelectionBinary Decision Tree +20

A metabonomic characterization of CCl4-induced acute liver failure using partial least square regression based on the GC/MS metabolic profiles of plasma in mice

Xin Huang, Li Shao, Yifei Gong, +4

Journal of Chromatography B

Metabolic SyndromeGc/ms Metabolic ProfilesHepatologyMedicineLiver Physiology +12

Implementation of biomarker-driven cancer therapy: existing tools and remaining gaps.

Ann M. Bailey, Yong Mao, Jia Zeng, +8

PubMed

Cancer-related BiomarkersEngineeringPathologyTumor BiologyBiomarker (Medicine) +18

Novel approach for developing urinary nucleosides profile by capillary electrophoresis–mass spectrometry

Shufang Wang, Xiaoping Zhao, Yong Mao, +1

Journal of Chromatography A

Capillary ElectrophoresisUrinary NucleosidesBiochemistryCapillary Electrophoresis–mass SpectrometryNatural Sciences +9

Urinary nucleosides based potential biomarker selection by support vector machine for bladder cancer recognition

Yong Mao, Xiaoping Zhao, Shufang Wang, +1

Analytica Chimica Acta

Bladder Cancer RecognitionSupport Vector MachineUrologyEngineeringUrological Research +10

Parameters selection in gene selection using Gaussian kernel support vector machines by genetic algorithm

Yong Mao, Xiao-Bo Zhou, You-xian Sun, +1

Journal of Zhejiang University SCIENCE A

Fault Diagnosis Based on Fuzzy Support Vector Machine with Parameter Tuning and Feature Selection

Yong Mao, Xia Zheng, Zheng Yin, +2

Chinese Journal of Chemical Engineering

Fault DiagnosisFuzzy LogicEngineeringParameter TuningDiagnosis +5

Survey for study of feature selection algorithms

Yong Mao, Xiao Zhou, Xia Zheng, +2

Support Vector MachineImage AnalysisMachine LearningData ScienceData Mining +12

Accelerated Recursive Feature Elimination Based on Support Vector Machine for Key Variable Identification

Yong Mao, Daoying Pi, Yuming Liu, +1

Chinese Journal of Chemical Engineering

Support Vector MachineEngineeringMachine LearningData ScienceData Mining +9

Metabonomic analysis of hepatitis B virus-induced liver failure: identification of potential diagnostic biomarkers by fuzzy support vector machine

Yong Mao, Xin Huang, Yu Ke, +3

Journal of Zhejiang University SCIENCE B