Sona Taheri

Learning the naive Bayes classifier with optimization models

Sona Taheri, Musa Mammadov · International Journal of Applied Mathematics and Computer Science · 2013 · 181 citations · Full text

Computing, Computer Science, Machine Learning +16

Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems

Adil Bagirov, Sona Taheri, Julien Ugon · Pattern Recognition · 2015 · 61 citations

Natural Sciences, Computer Science, Algorithms +12

Missing Value Imputation via Clusterwise Linear Regression

Napsu Karmitsa, Sona Taheri, Adil Bagirov et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 61 citations

Computing, Computer Science, Data Science +15

Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming

Kaisa Joki, Adil Bagirov, Napsu Karmitsa et al. · SIAM Journal on Optimization · 2018 · 57 citations

Natural Sciences, Computer Science, Computational Geometry +14

Attribute weighted Naive Bayes classifier using a local optimization

Sona Taheri, John Yearwood, Musa Mammadov et al. · Neural Computing and Applications · 2013 · 47 citations · Full text

Computing, Computer Science, Data Science +14