- Comprehensive evaluation of twin SVM based classifiers on UCI 2-class datasets (Submitted with P.N. Suganthan).
- Recognition of multi-cognitive tasks from brain signals using empirical mode decomposition methods (Submitted with A. Gupta et al.)
- Least squares K-nearest neighbor-based weighted multi-class twin support vector machines (Submitted with Anshul Sharma and PN Suganthan)
- Interior point method for improved twin support vector machines (submitted with H. Moosaei, S. Ketabchi and M. Razzaghi).
- Multiclass classification methods based on regularized least squares twin support vector machines (submitted with Aldhaifallah et al.).
- A reduced universum twin support vector machine for class imbalance learning (submitted with B. Richhariya).