Topological Map for Binary Data
Lebbah, Moustapha ; Badran, Fouad ; Thiria, Sylvie
HAL, hal-01124628 / Harvested from HAL
Text on HAL
We propose a new algorithm using topological map on binarydata. The usual Euclidean distance is replaced by binary distancemeasures, which take into account possible asymmetries of binarydata. The method is illustrated on an example taken from literature.Finally an application from chemistry is presented. We show theeficiency of the proposed method when applied to high-dimensinalbinary data.
Publié le : 2000-01-01
Classification:  [INFO]Computer Science [cs],  [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST] 
@article{hal-01124628,
     author = {Lebbah, Moustapha and Badran, Fouad and Thiria, Sylvie},
     title = {Topological Map for Binary Data},
     journal = {HAL},
     volume = {2000},
     number = {0},
     year = {2000},
     language = {en},
     url = {http://dml.mathdoc.fr/item/hal-01124628}
}

Lebbah, Moustapha; Badran, Fouad; Thiria, Sylvie. Topological Map for Binary Data. HAL, Tome 2000 (2000) no. 0, . http://gdmltest.u-ga.fr/item/hal-01124628/