47 citations · 152 across the 7 of their papers we have counts for
3 papers · 1 filter
Consumer Profile Identification and Allocation
Patrick Letrémy, Marie Cottrell, Eric Esposito +2
We propose an easy-to-use methodology to allocate one of the groups which have been previously built from a complete learning data base, to new individuals. The learning data base…
Missing values : processing with the Kohonen algorithm
Marie Cottrell, Patrick Letrémy
The processing of data which contain missing values is a complicated and always awkward problem, when the data come from real-world contexts. In applications, we are very often in…
On the use of self-organizing maps to accelerate vector quantization
Eric De Bodt, Marie Cottrell, Patrick Letrémy +1
Self-organizing maps (SOM) are widely used for their topology preservation property: neighboring input vectors are quantified (or classified) either on the same location or on neig…