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.