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Manisha Singla
ORCID
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 5
Top Topics
Hyperplane
Hinge Loss
Support Vector
Svm Classifier
Top Venues
Neural Process. Lett.
Pattern Recognit.
Int. J. Mach. Learn. Cybern.
Neural Comput. Appl.
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Publications
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Manisha Singla
,
Debdas Ghosh
,
K. K. Shukla
øverline pin-TSVM: A Robust Transductive Support Vector Machine and its Application to the Detection of COVID-19 Infected Patients.
Neural Process. Lett.
53 (6) (2021)
Manisha Singla
,
Debdas Ghosh
,
K. K. Shukla
A survey of robust optimization based machine learning with special reference to support vector machines.
Int. J. Mach. Learn. Cybern.
11 (7) (2020)
Manisha Singla
,
K. K. Shukla
Robust statistics-based support vector machine and its variants: a survey.
Neural Comput. Appl.
32 (15) (2020)
Manisha Singla
,
Debdas Ghosh
,
K. K. Shukla
,
Witold Pedrycz
Robust twin support vector regression based on rescaled Hinge loss.
Pattern Recognit.
105 (2020)
Manisha Singla
,
Debdas Ghosh
,
K. K. Shukla
Improved Sparsity of Support Vector Machine with Robustness Towards Label Noise Based on Rescaled α-Hinge Loss with Non-smooth Regularizer.
Neural Process. Lett.
52 (3) (2020)