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Journal Publications
2026
  1. V Ahire, Y Kumar, A Girard, MA Ganaie. MINT: Multimodal Imaging-to-Speech Knowledge Transfer for Early Alzheimer's Screening. arXiv preprint arXiv:2602.23994, 2026.
  2. Y Kumar, V Ahire, MA Ganaie. A Unified Framework for EEG Seizure Detection Using Universum-Integrated Generalized Eigenvalues Proximal Support Vector Machine. Neural Networks, 108520, 2026.
2025
  1. LR Sookha, N Pakhale, MA Ganaie, A Dhall. A Survey of Body and Face Motion: Datasets, Performance Evaluation Metrics and Generative Techniques. arXiv preprint arXiv:2512.09005, 2025.
  2. MA Ganaie, V Ahire, A Girard. Granular Ball K-Class Twin Support Vector Classifier. Pattern Recognition 166, 111636, 2025.
  3. MA Ganaie, J Rohan, K Agrawal, R Shah, A Girard, J Kasa-Vubu, et al. Convolutional and ℓ21-norm neural network for bone age estimation. Applied Soft Computing, 113456, 2025.
  4. MA Ganaie, Y Kumar, A Bhatia, C Jayrajsinh. Ensemble deep generalized eigen-value random vector functional link network for classification problems. Computers and Electrical Engineering 123, 110040, 2025.
  5. K Anwar, M Wasid, A Zafar, MA Ganaie, A Iqbal. Soft computing techniques in multi-criteria recommender systems: A comprehensive review. Applied Soft Computing 169, 112579, 2025.
2024
  1. MA Ganaie, V Ahire. Granular Ball Twin Support Vector Machine with Universum Data. arXiv preprint arXiv:2412.03375, 2024.
  2. A Quadir, MA Ganaie, M Tanveer. Intuitionistic fuzzy generalized eigenvalue proximal support vector machine. Neurocomputing 608, 128258, 2024.
  3. MA Ganaie, M Sajid, AK Malik, M Tanveer. Graph embedded intuitionistic fuzzy random vector functional link neural network for class imbalance learning. IEEE Transactions on Neural Networks and Learning Systems 35(9), 11671–11680, 2024.
2023
  1. MA Ganaie, A Kumari, A Girard, J Kasa-Vubu, M Tanveer, et al. Diagnosis of Alzheimer's disease via Intuitionistic fuzzy least squares twin SVM. Applied Soft Computing 149, 110899, 2023.
  2. M Tanveer, MA Ganaie, I Beheshti, T Goel, N Ahmad, KT Lai, K Huang, et al. Deep learning for brain age estimation: A systematic review. Information Fusion 96, 130–143, 2023.
  3. AK Malik, R Gao, MA Ganaie, M Tanveer, PN Suganthan. Random vector functional link network: Recent developments, applications, and future directions. Applied Soft Computing 143, 110377, 2023.
  4. M Tanveer, A Rastogi, V Paliwal, MA Ganaie, AK Malik, JD Ser, CT Lin. Ensemble deep learning in speech signal tasks: a review. Neurocomputing, 2023.
  5. MA Ganaie, M Tanveer, I Beheshti, N Ahmad, PN Suganthan. Heterogeneous oblique double random forest. arXiv preprint arXiv:2304.06788, 2023.
  6. MA Ganaie, M Sajid, AK Malik, M Tanveer. Graph embedded intuitionistic fuzzy RVFL for class imbalance learning. CoRR, 2023.
  7. H Moosaei, MA Ganaie, M Hladík, M Tanveer. Inverse free reduced universum twin support vector machine for imbalanced data classification. Neural Networks, 2023.
2022
  1. MA Ganaie, M Hu, AK Malik, M Tanveer, PN Suganthan. Ensemble deep learning: A review. Engineering Applications of Artificial Intelligence 115, 105151, 2022.
  2. MA Ganaie, J Jangir, M Tanveer. EEG signal classification via pinball universum twin support vector machine. Annals of Operations Research, 2022.
  3. MA Ganaie, A Kumari, AK Malik, M Tanveer. EEG signal classification using improved intuitionistic fuzzy twin support vector machines. Neural Computing and Applications, 2022.
  4. AK Malik, MA Ganaie, M Tanveer, PN Suganthan. Extended features based random vector functional link network for classification problem. IEEE Transactions on Computational Social Systems, 2022.
  5. AK Malik, MA Ganaie, M Tanveer, PN Suganthan. Alzheimer's disease diagnosis via intuitionistic fuzzy random vector functional link network. IEEE Transactions on Computational Social Systems, 2022.
  6. MA Ganaie, M Tanveer, V Snasel, PN Suganthan. Oblique and rotation double random forest. Neural Networks, 2022.
  7. MA Ganaie, M Tanveer. Ensemble deep random vector functional link network using privileged information for Alzheimer's disease diagnosis. IEEE/ACM Transactions on Computational Biology and Bioinformatics 21(4), 2022.
  8. M Tanveer, J Jangir, MA Ganaie, I Beheshti, M Tabish, N Chhabra. Diagnosis of schizophrenia: a comprehensive evaluation. IEEE Journal of Biomedical and Health Informatics 27(3), 1185–1192, 2022.
  9. M Tanveer, T Rajani, R Rastogi, YH Shao, MA Ganaie. Comprehensive review on twin support vector machines. Annals of Operations Research, 1–46, 2022.
  10. M Tanveer, MA Ganaie, A Bhattacharjee, CT Lin. Intuitionistic fuzzy weighted least squares twin SVMs. IEEE Transactions on Cybernetics, 2022.
  11. MA Ganaie, M Tanveer. KNN weighted reduced universum twin SVM for class imbalance learning. Knowledge-Based Systems, 2022.
  12. MA Ganaie, M Tanveer, CT Lin. Large scale fuzzy least squares twin SVMs for class imbalance learning. IEEE Transactions on Fuzzy Systems, 2022.
  13. MA Ganaie, M Tanveer, I Beheshti. Brain age prediction with improved least squares twin SVR. IEEE Journal of Biomedical and Health Informatics, 2022.
2021
  1. MA Ganaie, M Tanveer. Fuzzy least squares projection twin support vector machines for class imbalance learning. Applied Soft Computing Journal, 2021.
  2. MA Ganaie, M Tanveer, I Beheshti. Brain age prediction using improved twin SVR. Neural Computing and Applications, 2021.
  3. M Tanveer, A Tiwari, R Choudhary, MA Ganaie. Large scale pinball twin support vector machines. Machine Learning, 2021.
  4. M Tanveer, MA Ganaie, PN Suganthan. Ensemble of classification models with weighted functional link network. Applied Soft Computing 107, 107322, 2021.
  5. M Tanveer, AH Rashid, MA Ganaie, M Reza, I Razzak, KL Hua. Classification of Alzheimer's disease using ensemble of deep neural networks trained through transfer learning. IEEE Journal of Biomedical and Health Informatics, 2021.
  6. I Beheshti, MA Ganaie, P Vardhan, A Rastogi, I Razzak, M Tanveer. Predicting brain age using machine learning algorithms: A comprehensive evaluation. IEEE Journal of Biomedical and Health Informatics, 2021.
2020
  1. MA Ganaie, M Tanveer, PN Suganthan. Oblique decision tree ensemble via twin bounded SVM. Expert Systems with Applications 143, 113072, 2020.
  2. MA Ganaie, S Ghosh, N Mendola, M Tanveer, S Jalan. Identification of chimera using machine learning. Chaos: An Interdisciplinary Journal of Nonlinear Science 30(6), 2020.
  3. MA Ganaie, M Tanveer. LSTSVM classifier with enhanced features from pre-trained functional link network. Applied Soft Computing 93, 106305, 2020.