Mushir Akhtar

According to our database, Mushir Akhtar authored at least 18 papers between 2024 and 2025.

Collaborative distances:

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

2025

Enhancing Imbalance Learning: A Novel Slack-Factor Fuzzy SVM Approach.

Muhammad Tanveer, Anushka Tiwari, Mushir Akhtar, Chin-Teng Lin

IEEE Trans. Emerg. Top. Comput. Intell., August, 2025

R^2VFL: A Robust Random Vector Functional Link Network with Huber-Weighted Framework.

Anuradha Kumari, Mushir Akhtar, Ponnuthurai Nagaratnam Suganthan, Muhammad Tanveer

CoRR, April, 2025

RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning.

Mushir Akhtar, M. Tanveer, Mohd. Arshad

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

Enhancing multiview synergy: Robust learning by exploiting the wave loss function with consensus and complementarity principles.

Abdul Quadir, Mushir Akhtar, Muhammad Tanveer

Neural Networks, 2025

Support matrix machine: A review.

Anuradha Kumari, Mushir Akhtar, Rupal Shah, Muhammad Tanveer

Neural Networks, 2025

HawkEye: A robust loss function for regression with bounded, smooth, and insensitive zone characteristics.

Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad

Appl. Soft Comput., 2025

RVFL-X: A Novel Randomized Network Based on Complex Transformed Real-Valued Tabular Datasets.

M. Sajid, Mushir Akhtar, Abdul Quadir, M. Tanveer

Proceedings of the International Joint Conference on Neural Networks, 2025

Twin Restricted Kernel Machines for Multiview Classification.

Abdul Quadir, M. Sajid, Mushir Akhtar, Muhammad Tanveer

Proceedings of the International Joint Conference on Neural Networks, 2025

CI-RKM: A Class-Informed Approach to Robust Restricted Kernel Machines.

Ritik Mishra, Mushir Akhtar, M. Tanveer

Proceedings of the International Joint Conference on Neural Networks, 2025

R²VFL: A Robust Random Vector Functional Link Network with Huber-Weighted Framework.

Anuradha Kumari, Mushir Akhtar, Ponnuthurai N. Suganthan, Muhammad Tanveer

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges.

M. Tanveer, M. Sajid, Mushir Akhtar, Abdul Quadir, Tripti Goel, Aroof Aimen, Sushmita Mitra, Yu-Dong Zhang, Chin-Teng Lin, Javier Del Ser

IEEE Trans. Fuzzy Syst., October, 2024

Advancing Supervised Learning with the Wave Loss Function: A Robust and Smooth Approach.

Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad

Pattern Recognit., 2024

Flexi-Fuzz least squares SVM for Alzheimer's diagnosis: Tackling noise, outliers, and class imbalance.

Mushir Akhtar, Abdul Quadir, M. Tanveer, Mohd. Arshad

CoRR, 2024

Enhanced Feature Based Granular Ball Twin Support Vector Machine.

Abdul Quadir, M. Sajid, Mushir Akhtar, M. Tanveer, Ponnuthurai N. Suganthan

CoRR, 2024

Enhancing Efficiency and Robustness in Support Vector Regression with HawkEye Loss.

Mushir Akhtar, M. Tanveer, Mohd. Arshad

CoRR, 2024

Diagnosis of breast cancer using flexible pinball loss support vector machine.

Anuradha Kumari, Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad

Appl. Soft Comput., 2024

GL-TSVM: A Robust and Smooth Twin Support Vector Machine with Guardian Loss Function.

Mushir Akhtar, M. Tanveer, Mohd. Arshad

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Advancing RVFL Networks: Robust Classification with the HawkEye Loss Function.

Mushir Akhtar, Ritik Mishra, Muhammad Tanveer, Mohd. Arshad

Proceedings of the Neural Information Processing - 31st International Conference, 2024