Taheri, Sona (Dr) - Research
Current research projects/students
Postdoctoral Fellow in the ARC project won by A/Prof Adil Bagirov.
- Bagirov A., Taheri S., Ugon, J., (2015), Nonsmooth DC Programming Approach to the Minimum Sum-of-Squares Clustering Problems, Pattern Recognition.
- Taheri S., Mammadov M., (2014), Structure Learning of Bayesian Networks using Global Optimization with Applications in Data Classification. Optimization Letters, 1-15. .
- Taheri S., Yearwood J., Mammadov M., Seifollahi S. (2013), Attribute Weighted Naive Bayes Classifier Using a Local Optimization, Neural Computing and Applications. .
- Taheri S., Mammadov M., Seifollahi S. (2012), Globally Convergent Optimization Methods for Unconstrained Problems, Optimization, 1-15.
- Taheri S., Mammadov M., (2013), Learning Naive Bayes Classifier with Optimization Models. International Journal of Applied Mathematics and Computer Science, 787-795, Vol. 23, No. 4
- Taheri S., Mammadov M., (2012), Solving Systems of Nonlinear Equations using a Globally Convergent Optimization Algorithm. Global Journal of Technology and Optimization, 132-138, Vol. 3.
- Taheri S., Mammadov M., (2012), Structure Learning of Bayesian Networks using a New Unrestricted Dependency Algorithm. Second International Conference on Social Eco-Informatics (SOTICS), Venice, Italy.
- Taheri S., Mammadov M., Bagirov A., (2011), Improving Naïve Bayes Classifier using Conditional Probabilities. Ninth Australasian Data Mining Conference (AusDM), University of Ballarat, Australia.
- Taheri S., Mammadov M., (2011), Tree Augmented Naïve Bayes Classifier based on Optimization. Forty Second Annual Iranian Mathematics Conference, Vali-e-Asr University of Rafsanjan, Iran.
- Mammadov M., Taheri S., (2010), Globally Convergent Optimization Algorithm for Systems of Non-Linear Equations. Third Global Conference on Power Control and Optimization, Gold Coast, Australia.
- Mirnia M.K., Taheri S., (2008), Solving Nonlinear Integro-differential Equations by using Artificial Neural Networks. Thirty ninth Annual Iranian Mathematics Conference, Kerman, Iran.
- Taheri S., Roomi V., Seifollahi S. (2005), Basic Calculus, Soroosh-e-Danesh Publications, Tehran.
- Taheri S., Seifollahi S. (2005), Problems in Numerical Analysis, Adena Publications, Tehran.
Professional memberships and associations
- Australian Mathematical Society
- Optimization including Nonsmooth optimization and Global optimization
- Operations research and Data mining