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Sona Taheri
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Learning the naive Bayes classifier with optimization models
S Taheri, M Mammadov
International Journal of Applied Mathematics and Computer Science 23 (4 …, 2013
2122013
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
682014
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems
AM Bagirov, S Taheri, J Ugon
Pattern Recognition 53, 12-24, 2016
592016
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
522018
Improving naive Bayes classifier using conditional probabilities
S Taheri, M Mammadov, AM Bagirov
Deakin University, 2010
392010
Partitional clustering via nonsmooth optimization
AM Bagirov, N Karmitsa, S Taheri
Cham, Switzerland: Springer Nature, 2020
372020
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
342020
Clustering in large data sets with the limited memory bundle method
N Karmitsa, AM Bagirov, S Taheri
Pattern Recognition 83, 245-259, 2018
342018
Numerical nonsmooth optimization
AM Bagirov, M Gaudioso, N Karmitsa, MM Mäkelä, S Taheri
Springer International Publishing, 2020
332020
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
302017
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
262020
Structure learning of Bayesian Networks using global optimization with applications in data classification
S Taheri, M Mammadov
Optimization Letters 9, 931-948, 2015
142015
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
142012
Globally convergent algorithms for solving unconstrained optimization problems
S Taheri, M Mammadov, S Seifollahi
Optimization 64 (2), 249-263, 2015
122015
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
112022
Aggregate subgradient method for nonsmooth DC optimization
AM Bagirov, S Taheri, K Joki, N Karmitsa, MM Mäkelä
Optimization Letters 15, 83-96, 2021
102021
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
82020
Robust piecewise linear L1-regression via nonsmooth DC optimization
AM Bagirov, S Taheri, N Karmitsa, N Sultanova, S Asadi
Optimization Methods and Software 37 (4), 1289-1309, 2022
72022
Learning the naive Bayes classifier with optimization models. Centre for Informatics and Applied Optimization School of Science
S Taheri, M Mammadov
Information Technology and Engineering, University of Ballarat, Victoria 3353, 0
7
Hospital readmission prediction using clinical admission notes
NB Thapa, S Seifollahi, S Taheri
Proceedings of the 2022 Australasian Computer Science Week, 193-199, 2022
62022
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Artiklar 1–20