Sona Taheri

Orcid: 0000-0003-1779-4567

According to our database1, Sona Taheri authored at least 27 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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2024
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Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
A review of machine learning methods used for educational data.
Educ. Inf. Technol., November, 2024

Robust clustering algorithm: The use of soft trimming approach.
Pattern Recognit. Lett., 2024

SecGenAI: Enhancing Security of Cloud-based Generative AI Applications within Australian Critical Technologies of National Interest.
CoRR, 2024

2023
Nonsmooth Optimization-Based Model and Algorithm for Semisupervised Clustering.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Methods and Applications of Clusterwise Linear Regression: A Survey and Comparison.
ACM Trans. Knowl. Discov. Data, April, 2023

A novel optimization approach towards improving separability of clusters.
Comput. Oper. Res., April, 2023

Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression.
Algorithms, 2023

Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems.
Algorithms, 2023

2022
Missing Value Imputation via Clusterwise Linear Regression.
IEEE Trans. Knowl. Data Eng., 2022

Robust piecewise linear <i>L</i><sub>1</sub>-regression via nonsmooth DC optimization.
Optim. Methods Softw., 2022

Hospital Readmission Prediction Using Clinical Admission Notes.
Proceedings of the ACSW 2022: Australasian Computer Science Week 2022, Brisbane, Australia, February 14, 2022

2021
Aggregate subgradient method for nonsmooth DC optimization.
Optim. Lett., 2021

Incremental DC optimization algorithm for large-scale clusterwise linear regression.
J. Comput. Appl. Math., 2021

An augmented subgradient method for minimizing nonsmooth DC functions.
Comput. Optim. Appl., 2021

2020
Cyberattack triage using incremental clustering for intrusion detection systems.
Int. J. Inf. Sec., 2020

Clusterwise support vector linear regression.
Eur. J. Oper. Res., 2020

Community Detection in Social Networks Using Affinity Propagation with Adaptive Similarity Matrix.
Big Data, 2020

Special Issue "Nonsmooth Optimization in Honor of the 60th Birthday of Adil M. Bagirov": Foreword by Guest Editors.
Algorithms, 2020

2019
Multi-Source Cyber-Attacks Detection using Machine Learning.
Proceedings of the IEEE International Conference on Industrial Technology, 2019

2018
Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming.
SIAM J. Optim., 2018

Clustering in large data sets with the limited memory bundle method.
Pattern Recognit., 2018

2017
New diagonal bundle method for clustering problems in large data sets.
Eur. J. Oper. Res., 2017

2016
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems.
Pattern Recognit., 2016

2015
Structure learning of Bayesian Networks using global optimization with applications in data classification.
Optim. Lett., 2015

2014
Attribute weighted Naive Bayes classifier using a local optimization.
Neural Comput. Appl., 2014

2013
Learning the naive Bayes classifier with optimization models.
Int. J. Appl. Math. Comput. Sci., 2013

2011
Improving Naive Bayes Classifier Using Conditional Probabilities.
Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011


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