基于演化多目标优化的多类类别不平衡学习算法研究

60802036
2008
F0113.信息获取与处理
唐珂
青年科学基金项目
教授
中国科学技术大学
20万元
生物信息学;演化多目标优化;类别不平衡学习;演化计算;特征选择
2009-01-01到2011-12-31
  • 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 Decomposition-Based Memetic Algorithm for Multi-Objective Capacitated Arc Routing Problem 期刊论文 Mei, Yi|Tang, Ke|Yao, Xin|
2 Prediction of functionally important sites from protein sequences using sparse kernel least squares classifiers 期刊论文 Lanczycki, Christopher J.|Pugalenthi, Ganesan|Suganthan, P. N.|Chakrabarti, Saikat|Tang, Ke|
3 Population-Based Algorithm Portfolios for Numerical Optimization 期刊论文 Peng, Fei|Yao, Xin|Chen, Guoliang|Tang, Ke|
4 Semi-supervised Learning with Extremely Sparse Labeled Data on Multiple Semisupervised Assumptions 会议论文 Chen, Huanhuan|Chen, Lisong|Tang, Ke|
5 Feature Selection for MAUC-Oriented Classification Systems 期刊论文 Wang, Rui|Tang, Ke|
6 Evolving Distributed Algorithms with Genetic Programming 期刊论文 Weise, Thomas|Tang, Ke|
7 Classification-Assisted Differential Evolution for Computationally Expensive Problems 会议论文 Yao, Xin|Tang, Ke|Lu, Xiaofen|
8 Enhanced Maximum AUC Linear Classifier 会议论文 Tang, Ke|Fan, Xiannian|
9 Evolving Neural Networks with Maximum AUC for Imbalanced Data Classification 会议论文 Yao, Xin|Lu, Xiaofen|Tang, Ke|
10 The Minimum Redundancy - Maximum Relevance Approach to Building Sparse Support Vector Machines 会议论文 Tang, Ke|Yang, Xiaoxing|Yao, Xin|
11 Towards Maximizing The Area Under The ROC Curve For Multi-class Classification Problems 会议论文 Tang, Ke|Chen, Tianshi|Wang, Rui|
12 Using GP to Evolve Decision Rules for Classification in Financial Data Sets 会议论文 Weise, Thomas|Tsang, E. P. K|Tang, Ke|Wang, Pu|Yao, Xin|
13 Multi-objective Approaches to Optimal Testing Resource Allocation in Modular Software Systems 期刊论文 Wang, Zai|Yao, Xin|Tang, Ke|
14 Scalability of Generalized Adaptive Differential Evolution for Large-Scale Continuous Optimization 期刊论文 Yao, Xin|Yang, Zhenyu|Tang, Ke|
15 A Memetic Genetic Programming with Decision Tree-based Local Search for Classification Problems 会议论文 Yao, Xin|Tang, Ke|Wang, Pu|Tsang, E. P. K|
16 Selective negative correlation learning approach to incremental learning 期刊论文 Minku, Fernanda L.|Tang, Ke|Lin, Minlong|Yao, Xin|
17 Feature Selection for Maximizing the Area Under the ROC Curve 会议论文 Tang, Ke|Wang, Rui|
18 Diversity Exploration and Negative Correlation Learning on Imbalanced Data Sets 会议论文 Yao, Xin|Tang, Ke|Wang, Shuo|
19 Memetic Algorithm with Heuristic Candidate List Strategy for Capacitated Arc Routing Problem 会议论文 Fu, Haobo|Zhu, Yanbo|Tang, Ke|Mei, Yi|
20 Identification of structurally conserved residues of proteins in absence of structural homologs using neural network ensemble 期刊论文 Chakrabarti, Saikat|Tang, Ke|Suganthan, P. N.|Pugalenthi, Ganesan|
21 Decomposition-Based Memetic Algorithm for Multi-Objective Capacitated Arc Routing Problem 期刊论文 Mei, Yi|Tang, Ke|Yao, Xin|
22 Feature Selection for MAUC-Oriented Classification Systems 期刊论文 Wang, Rui|Tang, Ke|
23 Evolving Distributed Algorithms with Genetic Programming 期刊论文 Weise, Thomas|Tang, Ke|
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