Ana María Martínez

Scalable learning of Bayesian network classifiers

Ana María Martínez, Geoffrey I. Webb, Shenglei Chen et al. · Journal of Machine Learning Research · 2016 · 58 citations

Engineering, Machine Learning, Scalable Learning +20

Handling numeric attributes when comparing Bayesian network classifiers: does the discretization method matter?

M. Julia Flores, José A. Gámez, Ana María Martínez et al. · Applied Intelligence · 2011 · 37 citations

Discretization Method Matter, Bayesian Network Classifiers, Engineering +12

Domains of competence of the semi-naive Bayesian network classifiers

M. Julia Flores, José A. Gámez, Ana María Martínez · Information Sciences · 2013 · 31 citations

Classification Method, Network Science, Machine Learning +8

Sample-Based Attribute Selective A$n$ DE for Large Data

Shenglei Chen, Ana María Martínez, Geoffrey I. Webb et al. · IEEE Transactions on Knowledge and Data Engineering · 2016 · 26 citations

GAODE and HAODE

M. Julia Flores, José A. Gámez, Ana María Martínez et al. · 2009 · 24 citations

Engineering, Machine Learning, East Asian Studies +18