Aprendizaje Automatizado y Aplicaciones

Repositorio Dspace/Manakin

Aprendizaje Automatizado y Aplicaciones

Envíos recientes

  • Clustering gene expression data with a penalized graph-based metric 
    Bayá, Ariel E.; Granitto, Pablo M. (BioMed Central, 2011-01-04)
    Background The search for cluster structure in microarray datasets is a base problem for the so-called "-omic sciences". A difficult problem in clustering is how to handle data with a manifold structure, i.e. data that ...
  • Time–Adaptive Support Vector Machines 
    Grinblat, Guillermo; Granitto, Pablo M.; Ceccatto, Alejandro (Asociación Española de Inteligencia Artificial, 2008)
    In this work we propose an adaptive classification method able both to learn and to follow the temporal evolution of a drifting concept. With that purpose we introduce a modified SVM classifier, created using multiple ...
  • Discriminant models based on sensory evaluations: Single assessors versus panel average 
    Granitto, Pablo M.; Biasioli, Franco; Endrizzi, Isabella; Gasperi, Flavia (Elsevier B.V., 2008-09)
    Product classification based on sensory evaluations can play an important role in quality control or typicality assessment. Unfortunately its real world applications face the difficulties related to the cost of a proper ...