49 citations · 54 across the 2 of their papers we have counts for
2 papers
cs.NE2007★ 5 cited
Self-organizing maps and symbolic data
Aïcha El Golli, Brieuc Conan-Guez, Fabrice Rossi
In data analysis new forms of complex data have to be considered like for example (symbolic data, functional data, web data, trees, SQL query and multimedia data, ...). In this con…
cs.NE2007★ 49 cited
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps
Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli
In many real world applications, data cannot be accurately represented by vectors. In those situations, one possible solution is to rely on dissimilarity measures that enable sensi…