Sona Taheri

Sona Taheri

RMIT University

H-index: 13

Oceania-Australia

About Sona Taheri

Sona Taheri, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at RMIT University, specializes in the field of Nonsmooth Optimization, Operations Research, Machine Learning, Data Mining, Cyber Security.

His recent articles reflect a diverse array of research interests and contributions to the field:

OptimizingEnsemble Learning to Reduce Misclassification Costs in Credit Risk Scorecards

Identifying Autism Spectrum Disorder Using Optimization-Based Clustering

A novel optimization approach towards improving separability of clusters

Methods and Applications of Clusterwise Linear Regression: A survey and comparison

Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression

Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems

Supply chain demand forecasting and price optimisation models with substitution effect

Limited memory bundle method for clusterwise linear regression

Sona Taheri Information

University

Position

Lecturer

Citations(all)

751

Citations(since 2020)

619

Cited By

369

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

15

i10Index(since 2020)

13

Email

University Profile Page

RMIT University

Google Scholar

View Google Scholar Profile

Sona Taheri Skills & Research Interests

Nonsmooth Optimization

Operations Research

Machine Learning

Data Mining

Cyber Security

Top articles of Sona Taheri

Title

Journal

Author(s)

Publication Date

OptimizingEnsemble Learning to Reduce Misclassification Costs in Credit Risk Scorecards

Mathematics

John Martin

Sona Taheri

Mali Abdollahian

2024/3/14

Identifying Autism Spectrum Disorder Using Optimization-Based Clustering

International Journal of Computer and Information Engineering

Sharifah Mousli

Sona Taheri

Jiayuan He

2024/2/6

A novel optimization approach towards improving separability of clusters

Computers & Operations Research

Adil Bagirov

Najmeh Hoseini-Monjezi

Sona Taheri

2023/4/1

Methods and Applications of Clusterwise Linear Regression: A survey and comparison

ACM Transactions on Knowledge Discovery from Data

Qiang Long

Adil Bagirov

Sona Taheri

Nargiz Sultanova

Xue Wu

2023/2/22

Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression

Algorithms

Napsu Karmitsa

Sona Taheri

Kaisa Joki

Pauliina Paasivirta

Adil M Bagirov

...

2023/9/14

Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems

Algorithms

Manlio Gaudioso

Sona Taheri

Adil M Bagirov

Napsu Karmitsa

2023/8/21

Supply chain demand forecasting and price optimisation models with substitution effect

Mathematics

Keun Hee Lee

Mali Abdollahian

Sergei Schreider

Sona Taheri

2023/5/29

Limited memory bundle method for clusterwise linear regression

Computational Sciences and Artificial Intelligence in Industry: New Digital Technologies for Solving Future Societal and Economical Challenges

Napsu Karmitsa

Adil M Bagirov

Sona Taheri

Kaisa Joki

2022

Robust piecewise linear L1-regression via nonsmooth DC optimization

Optimization Methods and Software

Adil M Bagirov

Sona Taheri

Napsu Karmitsa

Nargiz Sultanova

Soodabeh Asadi

2022/7/4

Short-notice flood evacuation plan under dynamic demand in high populated areas

International Journal of Disaster Risk Reduction

Nur Insani

David Akman

Sona Taheri

John Hearne

2022/5/1

Hospital readmission prediction using clinical admission notes

Nischay Bikram Thapa

Sattar Seifollahi

Sona Taheri

2022/2/14

Subgradient Smoothing Method for Nonsmooth Nonconvex Optimization

Adil M. Bagirov

Nargiz Sultanova

Sona Taheri

Gurkan Ozturk

2021

Nonsmooth Optimization-Based Model and Algorithm for Semisupervised Clustering

IEEE Transactions on Neural Networks and Learning Systems

Adil M Bagirov

Sona Taheri

Fusheng Bai

Fangying Zheng

2021/12/1

An augmented subgradient method for minimizing nonsmooth DC functions

Computational Optimization and Applications

Adil M Bagirov

Najmeh Hoseini Monjezi

Sona Taheri

2021/11

Incremental DC optimization algorithm for large-scale clusterwise linear regression

Journal of Computational and Applied Mathematics

Adil M Bagirov

Sona Taheri

Emre Cimen

2021/6/1

Aggregate subgradient method for nonsmooth DC optimization

Optimization Letters

Adil M Bagirov

Sona Taheri

Kaisa Joki

Napsu Karmitsa

Marko M Mäkelä

2021/2

Theory of Nonsmooth Optimization

Partitional Clustering via Nonsmooth Optimization: Clustering via Optimization

Adil M. Bagirov

Napsu Karmitsa

Sona Taheri

Adil M. Bagirov

Napsu Karmitsa

...

2020

Nonsmooth Optimization Methods

Partitional Clustering via Nonsmooth Optimization: Clustering via Optimization

Adil M. Bagirov

Napsu Karmitsa

Sona Taheri

Adil M. Bagirov

Napsu Karmitsa

...

2020

Nonsmooth Optimization Based Clustering Algorithms

Adil M Bagirov

Napsu Karmitsa

Sona Taheri

2020

Partitional Clustering via Nonsmooth Optimization

Adil M Bagirov

Napsu Karmitsa

Sona Taheri

2020

See List of Professors in Sona Taheri University(RMIT University)

Co-Authors

H-index: 37
Adil Bagirov

Adil Bagirov

Federation University Australia

H-index: 28
Marko M. Mäkelä

Marko M. Mäkelä

Turun yliopisto

H-index: 26
Musa Mammadov

Musa Mammadov

Deakin University

H-index: 20
Julien Ugon

Julien Ugon

Deakin University

H-index: 19
Napsu Karmitsa

Napsu Karmitsa

Turun yliopisto

H-index: 8
Nargiz Sultanova

Nargiz Sultanova

Federation University Australia

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