Advanced Algorithms for Machine Learning and Applications on Bioinformatics
School of Computing, University of Eastern Finland
30.8.2012, Conference room TB330
14.15-15:00
Prof. Jie Yang
Shanghai Jiaotong University, China
Recent researches on machine learning in Lab "PAMI", Shanghai Jiaotong University are presented.
The topics include improved feature selection algorithm; dimensionality reduction by manifold learning;
multi-objective evolutionary subspace clustering; soft subspace clustering with competitive agglomeration;
incremental semi-supervised subspace clustering; density sampling driven high efficient adaptive switching C-regressions model.
The applications on Bioinformatics are demonstrated.