Mushir Akhtar

30 papers B 4Journal 24Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
RoBoTS: A Robust Bounded Twin SVM Based on RoBoSS Loss Function.
Pattern Recognit.
Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad
2026 J jnl
Towards robust and inversion-free randomized neural networks: The XG-RVFL framework.
Pattern Recognit.
Mushir Akhtar, Anuradha Kumari, M. Sajid, Abdul Quadir, Mohd. Arshad, Ponnuthurai N. Suganthan, Muhammad Tanveer
2025 B conf
CI-RKM: A Class-Informed Approach to Robust Restricted Kernel Machines.
IJCNN
Ritik Mishra, Mushir Akhtar, M. Tanveer
2025 J jnl
CI-RKM: A Class-Informed Approach to Robust Restricted Kernel Machines.
CoRR
Ritik Mishra, Mushir Akhtar, M. Tanveer
2025 J jnl
Enhancing Imbalance Learning: A Novel Slack-Factor Fuzzy SVM Approach.
IEEE Trans. Emerg. Top. Comput. Intell.
Muhammad Tanveer, Anushka Tiwari, Mushir Akhtar, Chin-Teng Lin
2025 J jnl
Enhancing multiview synergy: Robust learning by exploiting the wave loss function with consensus and complementarity principles.
Neural Networks
Abdul Quadir, Mushir Akhtar, Muhammad Tanveer
2025 J jnl
HawkEye: A robust loss function for regression with bounded, smooth, and insensitive zone characteristics.
Appl. Soft Comput.
Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad
2025 B conf
R
IJCNN
Anuradha Kumari, Mushir Akhtar, Ponnuthurai N. Suganthan, Muhammad Tanveer
2025 B conf
RVFL-X: A Novel Randomized Network Based on Complex Transformed Real-Valued Tabular Datasets.
IJCNN
M. Sajid, Mushir Akhtar, Abdul Quadir, M. Tanveer
2025 J jnl
RVFL-X: A Novel Randomized Network Based on Complex Transformed Real-Valued Tabular Datasets.
CoRR
M. Sajid, Mushir Akhtar, Abdul Quadir, Muhammad Tanveer
2025 J jnl
R^2VFL: A Robust Random Vector Functional Link Network with Huber-Weighted Framework.
CoRR
Anuradha Kumari, Mushir Akhtar, Ponnuthurai Nagaratnam Suganthan, Muhammad Tanveer
2025 J jnl
RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Mushir Akhtar, M. Tanveer, Mohd. Arshad
2025 J jnl
Support matrix machine: A review.
Neural Networks
Anuradha Kumari, Mushir Akhtar, Rupal Shah, Muhammad Tanveer
2025 B conf
Twin Restricted Kernel Machines for Multiview Classification.
IJCNN
Abdul Quadir, M. Sajid, Mushir Akhtar, Muhammad Tanveer
2025 J jnl
Twin Restricted Kernel Machines for Multiview Classification.
CoRR
Abdul Quadir, M. Sajid, Mushir Akhtar, Muhammad Tanveer
2024 — conf
Advancing RVFL Networks: Robust Classification with the HawkEye Loss Function.
ICONIP (3)
Mushir Akhtar, Ritik Mishra, Muhammad Tanveer, Mohd. Arshad
2024 J jnl
Advancing RVFL networks: Robust classification with the HawkEye loss function.
CoRR
Mushir Akhtar, Ritik Mishra, M. Tanveer, Mohd. Arshad
2024 J jnl
Advancing Supervised Learning with the Wave Loss Function: A Robust and Smooth Approach.
CoRR
Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad
2024 J jnl
Advancing Supervised Learning with the Wave Loss Function: A Robust and Smooth Approach.
Pattern Recognit.
Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad
2024 J jnl
Diagnosis of breast cancer using flexible pinball loss support vector machine.
Appl. Soft Comput.
Anuradha Kumari, Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad
2024 J jnl
Enhanced Feature Based Granular Ball Twin Support Vector Machine.
CoRR
Abdul Quadir, M. Sajid, Mushir Akhtar, M. Tanveer, Ponnuthurai N. Suganthan
2024 J jnl
Enhancing Efficiency and Robustness in Support Vector Regression with HawkEye Loss.
CoRR
Mushir Akhtar, M. Tanveer, Mohd. Arshad
2024 J jnl
Enhancing Imbalance Learning: A Novel Slack-Factor Fuzzy SVM Approach.
CoRR
M. Tanveer, Anushka Tiwari, Mushir Akhtar, Chin-Teng Lin
2024 J jnl
Enhancing Multiview Synergy: Robust Learning by Exploiting the Wave Loss Function with Consensus and Complementarity Principles.
CoRR
Abdul Quadir, Mushir Akhtar, Muhammad Tanveer
2024 J jnl
Flexi-Fuzz least squares SVM for Alzheimer's diagnosis: Tackling noise, outliers, and class imbalance.
CoRR
Mushir Akhtar, Abdul Quadir, M. Tanveer, Mohd. Arshad
2024 J jnl
Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges.
IEEE Trans. Fuzzy Syst.
M. Tanveer, M. Sajid, Mushir Akhtar, Abdul Quadir, Tripti Goel, Aroof Aimen, Sushmita Mitra, Yu-Dong Zhang, Chin-Teng Lin, Javier Del Ser
2024 — conf
GL-TSVM: A Robust and Smooth Twin Support Vector Machine with Guardian Loss Function.
ICPR (2)
Mushir Akhtar, M. Tanveer, Mohd. Arshad
2024 J jnl
GL-TSVM: A robust and smooth twin support vector machine with guardian loss function.
CoRR
Mushir Akhtar, Muhammad Tanveer, Mohd. Arshad
2023 J jnl
RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning.
CoRR
Mushir Akhtar, M. Tanveer, Mohd. Arshad
2023 J jnl
Support matrix machine: A review.
CoRR
Anuradha Kumari, Mushir Akhtar, Rupal Shah, M. Tanveer