2 papers
cs.LG2021
Fuzzy clustering algorithms with distance metric learning and entropy regularization
Sara Ines Rizo Rodriguez, Francisco de Assis Tenorio de Carvalho
The clustering methods have been used in a variety of fields such as image processing, data mining, pattern recognition, and statistical analysis. Generally, the clustering algorit…
stat.OT2018
Batch Self Organizing maps for distributional data using adaptive distances
Antonio Irpino, Francisco De Carvalho, Rosanna Verde +1
The paper deals with a Batch Self Organizing Map algorithm (DBSOM) for data described by distributional-valued variables. This kind of variables is characterized to take as values…