Sona Taheri

33 papers Misc 1Journal 27Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A single nurse routing and scheduling problem for home-based chemotherapy and infusion services.
Eur. J. Oper. Res.
Vishmi Fernando, Melih Ozlen, Sona Taheri
2025 J jnl
Absolute indices for determining compactness, separability and number of clusters.
CoRR
Adil M. Bagirov, Ramiz M. Aliguliyev, Nargiz Sultanova, Sona Taheri
2025 J jnl
ConASD: Contrastive Few Shot Learning for Detecting Autism Spectrum Disorder via Eye Tracking Scanpath.
Multim. Syst.
Sharifah Mousli, Sona Taheri, Estrid He
2024 — conf
A Generative Frailty Index based Explainable Approach for Hospital Readmission Prediction.
ISCMI
Seyed Hossein Parizad, Sattar Seifollahi, Sona Taheri, Mali Abdollahian
2024 J jnl
A review of machine learning methods used for educational data.
Educ. Inf. Technol.
Zara Ersozlu, Sona Taheri, Inge Koch
2024 — conf
Context Aware Cyberbullying Classification Using Network Science.
ISCMI
Grace Milverton, Arathi Arakala, Sona Taheri
2024 J jnl
Robust clustering algorithm: The use of soft trimming approach.
Pattern Recognit. Lett.
Sona Taheri, Adil M. Bagirov, Nargiz Sultanova, Burak Ordin
2024 J jnl
SecGenAI: Enhancing Security of Cloud-based Generative AI Applications within Australian Critical Technologies of National Interest.
CoRR
Christoforus Yoga Haryanto, Minh Hieu Vu, Trung Duc Nguyen, Emily Lomempow, Yulia Nurliana, Sona Taheri
2024 — conf
Semi-supervised clustering algorithm for data streams.
ISCMI
Yongjia Yuan, Sona Taheri, Adil M. Bagirov
2023 J jnl
A novel optimization approach towards improving separability of clusters.
Comput. Oper. Res.
Adil M. Bagirov, Najmeh Hoseini Monjezi, Sona Taheri
2023 J jnl
Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems.
Algorithms
Manlio Gaudioso, Sona Taheri, Adil M. Bagirov, Napsu Karmitsa
2023 J jnl
Methods and Applications of Clusterwise Linear Regression: A Survey and Comparison.
ACM Trans. Knowl. Discov. Data
Qiang Long, Adil M. Bagirov, Sona Taheri, Nargiz Sultanova, Xue Wu
2023 J jnl
Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression.
Algorithms
Napsu Karmitsa, Sona Taheri, Kaisa Joki, Pauliina Paasivirta, Adil M. Bagirov, Marko M. Mäkelä
2023 J jnl
Nonsmooth Optimization-Based Model and Algorithm for Semisupervised Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Adil M. Bagirov, Sona Taheri, Fusheng Bai, Fangying Zheng
2022 — conf
Hospital Readmission Prediction Using Clinical Admission Notes.
ACSW
Nischay Bikram Thapa, Sattar Seifollahi, Sona Taheri
2022 J jnl
Missing Value Imputation via Clusterwise Linear Regression.
IEEE Trans. Knowl. Data Eng.
Napsu Karmitsa, Sona Taheri, Adil M. Bagirov, Pauliina Mäkinen
2022 J jnl
Robust piecewise linear
Optim. Methods Softw.
Adil M. Bagirov, Sona Taheri, Napsu Karmitsa, Nargiz Sultanova, Soodabeh Asadi
2021 J jnl
Aggregate subgradient method for nonsmooth DC optimization.
Optim. Lett.
Adil M. Bagirov, Sona Taheri, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä
2021 J jnl
An augmented subgradient method for minimizing nonsmooth DC functions.
Comput. Optim. Appl.
Adil M. Bagirov, Najmeh Hoseini Monjezi, Sona Taheri
2021 J jnl
Incremental DC optimization algorithm for large-scale clusterwise linear regression.
J. Comput. Appl. Math.
Adil M. Bagirov, Sona Taheri, Emre Çimen
2020 J jnl
Clusterwise support vector linear regression.
Eur. J. Oper. Res.
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
2020 J jnl
Community Detection in Social Networks Using Affinity Propagation with Adaptive Similarity Matrix.
Big Data
Sona Taheri, Asgarali Bouyer
2020 J jnl
Cyberattack triage using incremental clustering for intrusion detection systems.
Int. J. Inf. Sec.
Sona Taheri, Adil M. Bagirov, Iqbal Gondal, Simon Brown
2020 J jnl
Special Issue "Nonsmooth Optimization in Honor of the 60th Birthday of Adil M. Bagirov": Foreword by Guest Editors.
Algorithms
Napsu Karmitsa, Sona Taheri
2019 — conf
Multi-Source Cyber-Attacks Detection using Machine Learning.
ICIT
Sona Taheri, Iqbal Gondal, Adil M. Bagirov, Greg Harkness, Simon Brown, Chihung Chi
2018 J jnl
Clustering in large data sets with the limited memory bundle method.
Pattern Recognit.
Napsu Karmitsa, Adil M. Bagirov, Sona Taheri
2018 J jnl
Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming.
SIAM J. Optim.
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
2017 J jnl
New diagonal bundle method for clustering problems in large data sets.
Eur. J. Oper. Res.
Napsu Karmitsa, Adil M. Bagirov, Sona Taheri
2016 J jnl
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems.
Pattern Recognit.
Adil M. Bagirov, Sona Taheri, Julien Ugon
2015 J jnl
Structure learning of Bayesian Networks using global optimization with applications in data classification.
Optim. Lett.
Sona Taheri, Musa A. Mammadov
2014 J jnl
Attribute weighted Naive Bayes classifier using a local optimization.
Neural Comput. Appl.
Sona Taheri, John Yearwood, Musa A. Mammadov, Sattar Seifollahi
2013 J jnl
Learning the naive Bayes classifier with optimization models.
Int. J. Appl. Math. Comput. Sci.
Sona Taheri, Musa A. Mammadov
2011 Misc conf
Improving Naive Bayes Classifier Using Conditional Probabilities.
AusDM
Sona Taheri, Musa Mammadov, Adil M. Bagirov