Personal information

Emails & domains

Verified email domains

Websites & social links

https://www.ou.edu/coe/ise/people/razzaghi

Other IDs

Scopus Author ID: 25229408200

Keywords

Machine learning, predictive analytics, healthcare analytics

Activities

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Employment (3)

The University of Oklahoma: Norman, OK, US

2019 to present | Assistant Professor (School of Industrial and Systems Engineering)
Employment
Source: Self-asserted source
Talayeh Razzaghi

New Mexico State University: Las Cruces, New Mexico, US

2016-11 to 2019-07 | Assistant Professor (Industrial Engineering)
Employment
Source: Self-asserted source
Talayeh Razzaghi

Clemson University: Clemson, SC, US

2014-05 to 2016-08 | Postdoctoral Research Fellow (School of Computing)
Employment
Source: Self-asserted source
Talayeh Razzaghi

Education and qualifications (1)

University of Central Florida: Orlando, FL, US

2010 to 2014 | PhD (Industrial Engineering and Management Systems)
Education
Source: Self-asserted source
Talayeh Razzaghi

Works (19)

Interpretable Machine Learning Models for Predicting Cesarean Delivery in Class III Obese Cohorts

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2025.3547992
Contributors: Rachel Bennett; Stephanie L. Pierce; Talayeh Razzaghi
Source: check_circle
Crossref

An imbalance-aware BiLSTM for control chart patterns early detection

Expert Systems with Applications
2024-09 | Journal article
DOI: 10.1016/j.eswa.2024.123682
Contributors: Mohammad Derakhshi; Talayeh Razzaghi
Source: check_circle
Crossref

A machine learning and clustering-based approach for county-level COVID-19 analysis

PLoS ONE
2022 | Journal article
DOI: 10.1371/journal.pone.0267558
EID:

2-s2.0-85128928884

Part of ISSN: 19326203
Contributors: Nicholson, C.; Beattie, L.; Beattie, M.; Razzaghi, T.; Chen, S.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

An imbalance-aware deep neural network for early prediction of preeclampsia

PLoS ONE
2022 | Journal article
DOI: 10.1371/journal.pone.0266042
EID:

2-s2.0-85127717572

Part of ISSN: 19326203
Contributors: Bennett, R.; Mulla, Z.D.; Parikh, P.; Hauspurg, A.; Razzaghi, T.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier
grade
Preferred source (of 2)‎

A cost-sensitive convolution neural network learning for control chart pattern recognition

Expert Systems with Applications
2020 | Journal article
DOI: 10.1016/j.eswa.2020.113275
EID:

2-s2.0-85079523081

Part of ISSN: 09574174
Contributors: Fuqua, D.; Razzaghi, T.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Engineering fast multilevel support vector machines

Machine Learning
2019 | Journal article
DOI: 10.1007/s10994-019-05800-7
EID:

2-s2.0-85065704934

Part of ISSN: 15730565 08856125
Contributors: Sadrfaridpour, E.; Razzaghi, T.; Safro, I.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Personalized colorectal cancer survivability prediction with machine learning methods

arXiv
2019 | Other
EID:

2-s2.0-85093743638

Part of ISSN: 23318422
Contributors: Li, S.; Razzaghi, T.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods

Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018
2019 | Conference paper
DOI: 10.1109/BigData.2018.8622121
EID:

2-s2.0-85062605163
Contributors: Li, S.; Razzaghi, T.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Predictive models for bariatric surgery risks with imbalanced medical datasets

Annals of Operations Research
2019 | Journal article
DOI: 10.1007/s10479-019-03156-8
EID:

2-s2.0-85060907685

Part of ISSN: 15729338 02545330
Contributors: Razzaghi, T.; Safro, I.; Ewing, J.; Sadrfaridpour, E.; Scott, J.D.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Relaxed support vector regression

Annals of Operations Research
2019 | Journal article
DOI: 10.1007/s10479-018-2847-6
EID:

2-s2.0-85064224317

Part of ISSN: 15729338 02545330
Contributors: Panagopoulos, O.P.; Xanthopoulos, P.; Razzaghi, T.; Şeref, O.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Algebraic multigrid support vector machines

ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
2017 | Conference paper
EID:

2-s2.0-85065710249
Contributors: Sadrfaridpour, E.; Jeereddy, S.; Kennedy, K.; Luckow, A.; Razzaghi, T.; Safro, I.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Constraint relaxation, cost-sensitive learning and bagging for imbalanced classification problems with outliers

Optimization Letters
2017 | Journal article
DOI: 10.1007/s11590-015-0934-z
EID:

2-s2.0-84939233760

Part of ISSN: 18624480 18624472
Contributors: Razzaghi, T.; Xanthopoulos, P.; Şeref, O.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Engineering fast multilevel support vector machines

arXiv
2017 | Other
EID:

2-s2.0-85092851813

Part of ISSN: 23318422
Contributors: Sadrfaridpour, E.; Razzaghi, T.; Safro, I.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Weighted relaxed support vector machines

Annals of Operations Research
2017 | Journal article
DOI: 10.1007/s10479-014-1711-6
EID:

2-s2.0-85011407741

Part of ISSN: 15729338 02545330
Contributors: Şeref, O.; Razzaghi, T.; Xanthopoulos, P.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Imbalanced classification for business analytics

Artificial Intelligence: Concepts, Methodologies, Tools, and Applications
2016 | Book
Part of DOI: 10.4018/978-1-5225-1759-7.ch028
EID:

2-s2.0-85018551064
Contributors: Razzaghi, T.; Otero, A.; Xanthopoulos, P.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Multilevel weighted support vector machine for classification on healthcare data with missing values

PLoS ONE
2016 | Journal article
DOI: 10.1371/journal.pone.0155119
EID:

2-s2.0-84982094931

Part of ISSN: 19326203
Contributors: Razzaghi, T.; Roderick, O.; Safro, I.; Marko, N.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Fast imbalanced classification of healthcare data with missing values

2015 18th International Conference on Information Fusion, Fusion 2015
2015 | Conference paper
EID:

2-s2.0-84960539334
Contributors: Razzaghi, T.; Roderick, O.; Safro, I.; Marko, N.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Scalable multilevel support vector machines

Procedia Computer Science
2015 | Conference paper
DOI: 10.1016/j.procs.2015.05.381
EID:

2-s2.0-84939162175

Part of ISSN: 18770509
Contributors: Razzaghi, T.; Safro, I.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

A weighted support vector machine method for control chart pattern recognition

Computers and Industrial Engineering
2014 | Journal article
DOI: 10.1016/j.cie.2014.01.014
EID:

2-s2.0-84894274728

Part of ISSN: 03608352
Contributors: Xanthopoulos, P.; Razzaghi, T.
Source: Self-asserted source
Talayeh Razzaghi via Scopus - Elsevier

Peer review (8 reviews for 2 publications/grants)

Review activity for Energy systems. (5)
Review activity for Optimization letters. (3)
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