Learning the naive Bayes classifier with optimization models S Taheri, M Mammadov
International Journal of Applied Mathematics and Computer Science 23 (4 …, 2013
219 2013 Attribute weighted Naive Bayes classifier using a local optimization S Taheri, J Yearwood, M Mammadov, S Seifollahi
Neural Computing and Applications 24, 995-1002, 2014
65 2014 Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems AM Bagirov, S Taheri, J Ugon
Pattern Recognition 53, 12-24, 2016
60 2016 Double bundle method for finding Clarke stationary points in nonsmooth DC programming K Joki, AM Bagirov, N Karmitsa, MM Makela, S Taheri
SIAM Journal on Optimization 28 (2), 1892-1919, 2018
52 2018 Partitional clustering via nonsmooth optimization AM Bagirov, N Karmitsa, S Taheri
Cham, Switzerland: Springer Nature, 2020
41 2020 Improving naive Bayes classifier using conditional probabilities S Taheri, M Mammadov, AM Bagirov
Deakin University, 2010
41 2010 Missing value imputation via clusterwise linear regression N Karmitsa, S Taheri, A Bagirov, P Mäkinen
IEEE Transactions on Knowledge and Data Engineering 34 (4), 1889-1901, 2020
37 2020 Numerical nonsmooth optimization AM Bagirov, M Gaudioso, N Karmitsa, MM Mäkelä, S Taheri
Springer International Publishing, 2020
35 2020 Clustering in large data sets with the limited memory bundle method N Karmitsa, AM Bagirov, S Taheri
Pattern Recognition 83, 245-259, 2018
35 2018 New diagonal bundle method for clustering problems in large data sets N Karmitsa, AM Bagirov, S Taheri
European Journal of Operational Research 263 (2), 367-379, 2017
31 2017 Clusterwise support vector linear regression K Joki, AM Bagirov, N Karmitsa, MM Mäkelä, S Taheri
European Journal of Operational Research 287 (1), 19-35, 2020
26 2020 Structure learning of Bayesian Networks using global optimization with applications in data classification S Taheri, M Mammadov
Optimization Letters 9, 931-948, 2015
14 2015 Solving systems of nonlinear equations using a globally convergent optimization algorithm S Taheri, M Mammadov
Global J. of Tech. and Optim 3, 132-138, 2012
14 2012 Short-notice flood evacuation plan under dynamic demand in high populated areas N Insani, D Akman, S Taheri, J Hearne
International Journal of Disaster Risk Reduction 74, 102844, 2022
13 2022 Globally convergent algorithms for solving unconstrained optimization problems S Taheri, M Mammadov, S Seifollahi
Optimization 64 (2), 249-263, 2015
13 2015 Aggregate subgradient method for nonsmooth DC optimization AM Bagirov, S Taheri, K Joki, N Karmitsa, MM Mäkelä
Optimization Letters 15, 83-96, 2021
10 2021 Metaheuristic clustering algorithms A M. Bagirov, N Karmitsa, S Taheri, A M. Bagirov, N Karmitsa, S Taheri
Partitional Clustering via Nonsmooth Optimization: Clustering via …, 2020
8 2020 Robust piecewise linear L 1 -regression via nonsmooth DC optimization AM Bagirov, S Taheri, N Karmitsa, N Sultanova, S Asadi
Optimization Methods and Software 37 (4), 1289-1309, 2022
7 2022 Hospital readmission prediction using clinical admission notes NB Thapa, S Seifollahi, S Taheri
Proceedings of the 2022 Australasian Computer Science Week, 193-199, 2022
7 2022 A DC Optimization Algorithm for Clustering Problems with -norm A Bagirov, S Taheri
Iranian Journal of Operations Research 8 (2), 2-24, 2017
7 2017