基于集成学习的高维癌症基因微阵列数据分析方法研究

61100106
2011
F0213.生物信息计算与数字健康
刘昆宏
青年科学基金项目
教授
厦门大学
22万元
多分类器集成学习系统;进化计算;特征选择;肿瘤基因表达数据
2012-01-01到2014-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 <br class="MsoNormal" /> <br class="MsoNormal" /> 3D vasculature segmentation using localized hybrid level-set method <br /> 期刊论文 Qingqi Hong|Qingde Li|Beizhan Wang|Yan Li|Junfeng Yao|Kunhong Liu|Qingqiang Wu|
2 Fusing Decision Trees Based on Genetic Programming for Classification of Microarray Datasets 会议论文 KunHong Liu|MuChenxuan Tong|ShuTong Xie|ZhiHao Zeng|
3 Mixed-sampling approach to unbalanced data distributions: A case study involving Leukemia's document profiling 期刊论文 Wu QingQiang|Liu Hua|Liu Kun-Hong|
4 Locally linear representation Fisher criterion based tumor gene expressive data classification 期刊论文 Bo Li|Bei-Bei Tian|Xiao-Long Zhanga|Xiao-Ping Zhang|
5 An Improved Hybrid Level-set Method for the Segmentation of Vessel Image 期刊论文 Qingqi Hong|Beizhan Wang|Liyan Chen|Qingqiang Wu|Kunhong Liu|
6 Novel cancerization marker, TP53, and its role in distinguishing normal tissue adjacent to cancerous tissue from normal tissue adjacent to benign tissue 期刊论文 Guo-Yan Liu|Kun-Hong Liu|Yin Li|Chao Pan|
7 A New Spatial Fuzzy C-Means for Spatial Clustering 期刊论文 Yingdi Guo|Kunhong Liu|Qingqiang Wu|Qingqi Hong|Haiying Zhang|
8 Tumor Gene Expressive Data Classification Based on Locally Linear Representation Fisher Criterion 会议论文 Bo Li|Bei-Bei Tian|Jin Liu|
9 <span style="font-family:MinionPro-Regular, Times;font-size:17px;line-height:20px;background-color:#FFFFFF;">Genetic Programming Based Ensemble System for Microarray Data Classification</span> 期刊论文 Kun-Hong Liu|Mu-Chenxuan Tong|Shu-Tong Xie|Vincent Ng|
10 An ensemble of SVM classifiers based on gene pairs 期刊论文 Muchenxuan Tong|Kun-Hong Liu|Chungui Xu|Wenbin Ju|
11 Recognition of Leaf Image Set Based on Manifold-Manifold Distance 会议论文 Mei-Wen Shao|Ji-Xiang Du|Jing Wang|Chuan-Min Zhai|
12 Shape and Color Based Segmentation Using Level Set Framework 会议论文 Xiang Gao|Ji-Xiang Du|Jing Wang|Chuan-Min Zhai|
13 A Novel Ensemble SVM Classifier Based on Gene Pairs 会议论文 Tong Muchenxuan|Liu Kun-Hong|
14 <h1 class="title" style="font-size:42px;font-family:'Helvetica Neue', Helvetica, Arial, sans-serif;color:#333333;background-color:#FFFFFF;"> DSDBSCAN: A Novel Clustering Algorithm Based on Double Sampling for DBSCAN &l 期刊论文 Qingfeng Wu|
15 Cancer Classification Using Ensemble of Error Correcting Output Codes 会议论文 Zhihao Zeng|Kun-Hong Liu|Zheyuan Wang|
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