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Topological and domain Knowledge-based subgraph mining : application on prote...
This thesis is in the intersection of two proliferating research fields, namely data mining and bioinformatics. With the emergence of graph data in the last few years,... -
Sparse Matrix-based Random Projection for Classification
As a typical dimensionality reduction technique, random projection has been widely applied in a variety of fields concerning categorization. The construction of random... -
Development of statistical methods for genetic data analysis : identification...
New technologies developed recently in the field of genetic have generated high-dimensional databases, especially SNPs databases. These databases are often... -
Optimal Brain Surgeon Variants for Feature Selection
Colloque avec actes et comité de lecture. internationale.
