Talayeh Razzaghi

According to our database, Talayeh Razzaghi authored at least 18 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

An imbalance-aware BiLSTM for control chart patterns early detection.

Mohammad Derakhshi, Talayeh Razzaghi

Expert Syst. Appl., 2024

2023

Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations.

Elaheh Jafarigol, Theodore B. Trafalis, Talayeh Razzaghi, Mona Zamankhani

CoRR, 2023

2022

Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation.

Eric A. Stahlberg, Mohamed Abdel-Rahman, Boris Aguilar, Alireza Asadpoure, Robert A. Beckman, Lynn L. Borkon, Jeffrey N. Bryan, Colleen M. Cebulla, Young Hwan Chang, Ansu Chatterjee, Jun Deng, Sepideh Dolatshahi, Olivier Gevaert, Emily J. Greenspan, Wenrui Hao, Tina Hernandez-Boussard, Pamela R. Jackson, Marieke L. Kuijjer, Adrian Lee, Paul Macklin, Subha Madhavan, Matthew D. McCoy, Navid Mohammad Mirzaei, Talayeh Razzaghi, Heber L. Rocha, Leili Shahriyari, Ilya Shmulevich, Daniel G. Stover, Yi Sun, Tanveer F. Syeda-Mahmood, Jinhua Wang, Qi Wang, Ioannis K. Zervantonakis

Frontiers Digit. Health, 2022

2020

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

Donovan Fuqua, Talayeh Razzaghi

Expert Syst. Appl., 2020

2019

Engineering fast multilevel support vector machines.

Ehsan Sadrfaridpour, Talayeh Razzaghi, Ilya Safro

Mach. Learn., 2019

Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods.

Samuel Li, Talayeh Razzaghi

CoRR, 2019

Predictive models for bariatric surgery risks with imbalanced medical datasets.

Talayeh Razzaghi, Ilya Safro, Joseph Ewing, Ehsan Sadrfaridpour, John D. Scott

Ann. Oper. Res., 2019

Relaxed support vector regression.

Orestis P. Panagopoulos, Petros Xanthopoulos, Talayeh Razzaghi, Onur Seref

Ann. Oper. Res., 2019

2018

Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods^*.

Samuel Li, Talayeh Razzaghi

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

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

Talayeh Razzaghi, Petros Xanthopoulos, Onur Seref

Optim. Lett., 2017

Engineering multilevel support vector machines.

Ehsan Sadrfaridpour, Talayeh Razzaghi, Ilya Safro

CoRR, 2017

Weighted relaxed support vector machines.

Onur Seref, Talayeh Razzaghi, Petros Xanthopoulos

Ann. Oper. Res., 2017

Algebraic multigrid support vector machines.

Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy, André Luckow, Talayeh Razzaghi, Ilya Safro

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values.

Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nicholas Marko

CoRR, 2016

2015

Scalable Multilevel Support Vector Machines.

Talayeh Razzaghi, Ilya Safro

Proceedings of the International Conference on Computational Science, 2015

Fast imbalanced classification of healthcare data with missing values.

Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nick Marko

Proceedings of the 18th International Conference on Information Fusion, 2015

2014

Fast Multilevel Support Vector Machines.

Talayeh Razzaghi, Ilya Safro

CoRR, 2014

A weighted support vector machine method for control chart pattern recognition.

Petros Xanthopoulos, Talayeh Razzaghi

Comput. Ind. Eng., 2014