Talayeh Razzaghi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Binary Classification

Pattern Recognition

Top Venues

Ann. Oper. Res.

Expert Syst. Appl.

Publications

Mohammad Derakhshi, Talayeh Razzaghi
An imbalance-aware BiLSTM for control chart patterns early detection. Expert Syst. Appl. 249 (2024)
Elaheh Jafarigol, Theodore B. Trafalis, Talayeh Razzaghi, Mona Zamankhani
Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations. CoRR (2023)
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 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 Syeda-Mahmood, Jinhua Wang, Qi Wang, Ioannis K. Zervantonakis
Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation. Frontiers Digit. Health 4 (2022)
Donovan Fuqua, Talayeh Razzaghi
A cost-sensitive convolution neural network learning for control chart pattern recognition. Expert Syst. Appl. 150 (2020)
Orestis P. Panagopoulos, Petros Xanthopoulos, Talayeh Razzaghi, Onur Seref
Relaxed support vector regression. Ann. Oper. Res. 276 (1-2) (2019)
Talayeh Razzaghi, Ilya Safro, Joseph Ewing, Ehsan Sadrfaridpour, John D. Scott
Predictive models for bariatric surgery risks with imbalanced medical datasets. Ann. Oper. Res. 280 (1-2) (2019)
Samuel Li, Talayeh Razzaghi
Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods. CoRR (2019)
Ehsan Sadrfaridpour, Talayeh Razzaghi, Ilya Safro
Engineering fast multilevel support vector machines. Mach. Learn. 108 (11) (2019)
Samuel Li, Talayeh Razzaghi
. IEEE BigData (2018)
Talayeh Razzaghi, Petros Xanthopoulos, Onur Seref
Constraint relaxation, cost-sensitive learning and bagging for imbalanced classification problems with outliers. Optim. Lett. 11 (5) (2017)
Ehsan Sadrfaridpour, Talayeh Razzaghi, Ilya Safro
Engineering multilevel support vector machines. CoRR (2017)
Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy, André Luckow, Talayeh Razzaghi, Ilya Safro
Algebraic multigrid support vector machines. ESANN (2017)
Onur Seref, Talayeh Razzaghi, Petros Xanthopoulos
Weighted relaxed support vector machines. Ann. Oper. Res. 249 (1-2) (2017)
Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy, André Luckow, Talayeh Razzaghi, Ilya Safro
Algebraic multigrid support vector machines. CoRR (2016)
Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nicholas Marko
Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values. CoRR (2016)
Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nick Marko
Fast imbalanced classification of healthcare data with missing values. FUSION (2015)
Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nick Marko
Fast Imbalanced Classification of Healthcare Data with Missing Values. CoRR (2015)
Talayeh Razzaghi, Ilya Safro
Scalable Multilevel Support Vector Machines. ICCS (2015)
Petros Xanthopoulos, Talayeh Razzaghi
A weighted support vector machine method for control chart pattern recognition. Comput. Ind. Eng. 70 (2014)
Talayeh Razzaghi, Ilya Safro
Fast Multilevel Support Vector Machines. CoRR (2014)