Ensemble deep learning: A review MA Ganaie, M Hu, AK Malik, M Tanveer, PN Suganthan Engineering Applications of Artificial Intelligence 115, 105151, 2022 | 1078 | 2022 |
Random vector functional link network: recent developments, applications, and future directions AK Malik, R Gao, MA Ganaie, M Tanveer, PN Suganthan Applied Soft Computing 143, 110377, 2023 | 63 | 2023 |
Alzheimer's disease diagnosis via intuitionistic fuzzy random vector functional link network AK Malik, MA Ganaie, M Tanveer, PN Suganthan, ... IEEE Transactions on Computational Social Systems, 2022 | 36 | 2022 |
Graph embedded ensemble deep randomized network for diagnosis of Alzheimer's disease AK Malik, M Tanveer IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022 | 19 | 2022 |
Ensemble deep learning in speech signal tasks: a review M Tanveer, A Rastogi, V Paliwal, MA Ganaie, AK Malik, J Del Ser, CT Lin Neurocomputing 550, 126436, 2023 | 13 | 2023 |
EEG Signal Classification using Improved Intuitionistic Fuzzy Twin Support Vector Machines MA Ganaie, A Kumari, AK Malik, M Tanveer Neural Computing and Applications, 2022 | 12 | 2022 |
A novel ensemble method of RVFL for classification problem AK Malik, MA Ganaie, M Tanveer, PN Suganthan 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 12 | 2021 |
Extended features based random vector functional link network for classification problem AK Malik, MA Ganaie, M Tanveer, PN Suganthan IEEE Transactions on Computational Social Systems. doi: 10.1109/TCSS.2022 …, 2022 | 11 | 2022 |
Graph embedded intuitionistic fuzzy random vector functional link neural network for class imbalance learning MA Ganaie, M Sajid, AK Malik, M Tanveer IEEE Transactions on Neural Networks and Learning Systems, 2024 | 5 | 2024 |
Minimum variance embedded intuitionistic fuzzy weighted random vector functional link network N Ahmad, MA Ganaie, AK Malik, KT Lai, M Tanveer International Conference on Neural Information Processing, 2022 | 5 | 2022 |
Neuro-fuzzy random vector functional link neural network for classification and regression problems M Sajid, AK Malik, M Tanveer, PN Suganthan IEEE Transactions on Fuzzy Systems, 2024 | 4 | 2024 |
Graph embedded intuitionistic fuzzy weighted random vector functional link network AK Malik, MA Ganaie, M Tanveer IEEE Symposium Series on Computational Intelligence, 2022 | 4 | 2022 |
Minimum Variance Embedded Random Vector Functional Link Network with Privileged Information MA Ganaie, M Tanveer, AK Malik, PN Suganthan International Joint Conferences on Neural Network (IJCNN), July 18-23, 2022 …, 2022 | 3 | 2022 |
Ensemble deep learning for Alzheimer’s disease characterization and estimation M Tanveer, T Goel, R Sharma, AK Malik, I Beheshti, J Del Ser, ... Nature Mental Health, 1-13, 2024 | 2 | 2024 |
Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers M Sajid, AK Malik, M Tanveer IEEE Transactions on Fuzzy Systems, 2024 | 2 | 2024 |
Support vector machine based models with sparse auto-encoder based features for classification problem AK Malik, MA Ganaie, M Tanveer, PN Suganthan International Conference on Neural Information Processing, 2022 | | 2022 |