144 citations
- Islamic Azad University, TehranIR10 papers
- Alzahra UniversityIR6 papers
- Payame Noor UniversityIR5 papers
- Sharif University of TechnologyIR5 papers
- University of QomIR4 papers
- Damghan UniversityIR3 papers
- Institute for Research in Fundamental SciencesIR3 papers
- Shahid Rajaee Teacher Training UniversityIR3 papers
- Simon Fraser UniversityCA3 papers
- University of MazandaranIR3 papers
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4 papers · 1 filter
LIBTwinSVM: A Library for Twin Support Vector Machines
Amir M. Mir, Mahdi Rahbar, Jalal A. Nasiri
This paper presents LIBTwinSVM, a free, efficient, and open source library for Twin Support Vector Machines (TSVMs). Our library provides a set of useful functionalities such as fa…
An enhanced KNN-based twin support vector machine with stable learning rules
A. Mir, Jalal A. Nasiri
Among the extensions of twin support vector machine (TSVM), some scholars have utilized K-nearest neighbor (KNN) graph to enhance TSVM's classification accuracy. However, these KNN…
A Hybrid Feature Selection Method to Improve Performance of a Group of Classification Algorithms
Mehdi Naseriparsa, Amir-Masoud Bidgoli, Touraj Varaee
In this paper a hybrid feature selection method is proposed which takes advantages of wrapper subset evaluation with a lower cost and improves the performance of a group of classif…
Combination of PCA with SMOTE Resampling to Boost the Prediction Rate in Lung Cancer Dataset
Mehdi Naseriparsa, Mohammad Mansour Riahi Kashani
Classification algorithms are unable to make reliable models on the datasets with huge sizes. These datasets contain many irrelevant and redundant features that mislead the classif…