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M. Akhtar · SciRah

Researcher profile · Semantic Scholar

M. Akhtar

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M. Akhtar — researcher profile on SciRah

h-index: 9
Works: 35
Citations: 322

Most-cited papers

Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges
M. Tanveer, M. Sajid, M. Akhtar, A. Quadir +6 more
2024IEEE transactions on fuzzy systems68 citations
Semantic Scholar
RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning
M. Akhtar, M. Tanveer, Mohd. Arshad
2023IEEE Transactions on Pattern Analysis and Machine Intelligence54 citations Open access
Semantic Scholar
Advancing Supervised Learning with the Wave Loss Function: A Robust and Smooth Approach
M. Akhtar, M. Tanveer, Mohd. Arshad
2024Pattern Recognition42 citations Open access
Semantic Scholar
Diagnosis of breast cancer using flexible pinball loss support vector machine
Anuradha Kumari, M. Akhtar, M. Tanveer, Mohd. Arshad
2024Applied Soft Computing35 citations
Semantic Scholar
Support matrix machine: A review
Anuradha Kumari, M. Akhtar, Rupal Shah, M. Tanveer
2024Neural Networks20 citations Open access
Semantic Scholar
GL-TSVM: A robust and smooth twin support vector machine with guardian loss function
M. Akhtar, M. Tanveer, Mohd. Arshad
2024International Conference on Pattern Recognition17 citations
Semantic Scholar
Enhancing Multiview Synergy: Robust Learning by Exploiting the Wave Loss Function with Consensus and Complementarity Principles
A. Quadir, M. Akhtar, M. Tanveer
2024Neural Networks17 citations
Semantic Scholar
Towards robust and inversion-free randomized neural networks: The XG-RVFL framework
M. Akhtar, Anuradha Kumari, M. Sajid, A. Quadir +3 more
2025Pattern Recognition11 citations
Semantic Scholar
Support matrix machine: A review
Anuradha Kumari, M. Akhtar, Rupal Shah, M. Tanveer
2023arXiv.org11 citations
Semantic Scholar
HawkEye: A robust loss function for regression with bounded, smooth, and insensitive zone characteristics
M. Akhtar, M. Tanveer, Mohd. Arshad
2025Applied Soft Computing8 citations
Semantic Scholar
Enhancing Imbalance Learning: A Novel Slack-Factor Fuzzy SVM Approach
Muhammad Tanveer, Anushka Tiwari, M. Akhtar, Chin-Teng Lin
2024IEEE Transactions on Emerging Topics in Computational Intelligence8 citations Open access
Semantic Scholar
Advancing RVFL networks: Robust classification with the HawkEye loss function
M. Akhtar, Ritik Mishra, M. Tanveer, Mohd. Arshad
2024International Conference on Neural Information Processing7 citations
Semantic Scholar
Twin Restricted Kernel Machines for Multiview Classification
A. Quadir, M. Sajid, M. Akhtar, M. Tanveer
2025IEEE International Joint Conference on Neural Network6 citations Open access
Semantic Scholar
HawkEye: Advancing Robust Regression with Bounded, Smooth, and Insensitive Loss Function
M. Akhtar, M. Tanveer, Mohd. Arshad
20246 citations
Semantic Scholar
CAWI: Copula-Aligned Weight Initialization for Randomized Neural Networks
M. Akhtar, M. Tanveer, Mohd. Arshad
2026arXiv.org5 citations
Semantic Scholar
Enhanced Feature Based Granular Ball Twin Support Vector Machine
A. Quadir, M. Sajid, M. Akhtar, M. Tanveer +1 more
2024arXiv.org4 citations
Semantic Scholar
RoBoTS: A Robust Bounded Twin SVM Based on RoBoSS Loss Function
M. Akhtar, M. Tanveer, Mohd. Arshad
2026Pattern Recognition3 citations
Semantic Scholar
RVFL-X: A Novel Randomized Network Based on Complex Transformed Real-Valued Tabular Datasets
M. Sajid, M. Akhtar, A. Quadir, M. Tanveer
2025IEEE International Joint Conference on Neural Network3 citations
Semantic Scholar
Flexi-Fuzz least squares SVM for Alzheimer's diagnosis: Tackling noise, outliers, and class imbalance
M. Akhtar, A. Quadir, M. Tanveer, Mohd. Arshad
2024arXiv.org2 citations
Semantic Scholar
CI-RKM: A Class-Informed Approach to Robust Restricted Kernel Machines
Ritik Mishra, M. Akhtar, M. Tanveer
2025IEEE International Joint Conference on Neural Network1 citations Open access
Semantic Scholar
Bounded Adjustment with Reliability-Guided Embedding for Imbalanced Learning with Noisy Labels
M. Akhtar, J. Akarsh, M. Tanveer, Mohd. Arshad
20260 citations
Semantic Scholar
Dual-center RAPID-LSSVM: Radius-adaptive, probability and imbalance driven weighting for Alzheimer's diagnosis
M. Akhtar, A. Quadir, M. Tanveer, Mohd. Arshad
2026Neural Networks0 citations
Semantic Scholar
IFW-BLS: Dual-Robust Broad Learning System with Intuitionistic Fuzzy Wave Loss
M. Akhtar, M. Tanveer
20260 citations
Semantic Scholar
Intuitionistic Fuzzy and Robust Loss Fused Framework for Stable and Efficient RVFL Learning
Kausar Ali, M. Akhtar, A. Zafar, M. Tanveer
2026IEEE transactions on fuzzy systems0 citations
Semantic Scholar
SAGE-CP: When Marginal Coverage Hides Route-Conditional Failures in Adaptive VLM Ensembles
M. Akhtar, M. Tanveer
20260 citations
Semantic Scholar
ClaimScope: Label-Blind Witness Verification for Mathematical Claim Auditing
M. Akhtar
20260 citations
Semantic Scholar
Robust Dual-Model Collaborative Random Vector Functional Link Network
A. Quadir, A. Rahaman, M. Akhtar, M. Tanveer
2026IEEE International Joint Conference on Neural Network0 citations Open access
Semantic Scholar
Residual-Guided Randomized Neural Networks
M. Akhtar, M. Tanveer, Mohd. Arshad
2026IEEE International Joint Conference on Neural Network0 citations Open access
Semantic Scholar
A Sentence-Level Risk Estimator for Identifying Hallucinations in Generative AI
Varun Gupta, Lakshay Chakravarti, M. Akhtar, Prem Maheshwari +2 more
20262026 International Conference on AI-Driven Smart Systems and Ubiquitous Computing (ICAUC)0 citations
Semantic Scholar
Beyond Benchmark Scores: Auditing Medical Vision-Language Models for Chest X-Ray Tuberculosis Screening
M. Akhtar, M. Tanveer, Mohd. Arshad
20260 citations
Semantic Scholar
ECA-BLS: An Efficient Complex-Augmented Broad Learning System
A. Rahaman, A. Quadir, M. Sajid, M. Akhtar +1 more
2026IEEE International Joint Conference on Neural Network0 citations Open access
Semantic Scholar
Robust Broad Learning System with Wave Loss for Classification under Data Uncertainty
M. Akhtar, A. Varshney, A. Quadir, A. Rahaman +2 more
2026IEEE International Joint Conference on Neural Network0 citations Open access
Semantic Scholar
Metric-Enhanced Hybrid Kernel Probabilistic Neural Networks for Robust Classification
A. Varshney, M. Akhtar, Mohd. Arshad, M. Tanveer
2026IEEE International Joint Conference on Neural Network0 citations
Semantic Scholar
When Does Muon Actually Win? A Paired Data-, Time-, and Tuning-Budget Benchmark
M. Akhtar, H. Nounou, M. Mansouri, M. Nounou
20260 citations
Semantic Scholar
Mitigating Class-Tail Undercoverage in Medical Vision-Language Models under Clinical Shift
M. Akhtar, M. Tanveer
2026arXiv.org0 citations
Semantic Scholar
R2VFL: A Robust Random Vector Functional Link Network with Huber-Weighted Framework
Anuradha Kumari, M. Akhtar, P. Suganthan, M. Tanveer
2025IEEE International Joint Conference on Neural Network0 citations
Semantic Scholar

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A. Quadir×11
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