Ashwani Kumar Malik

According to our database, Ashwani Kumar Malik authored at least 18 papers between 2021 and 2026.

Collaborative distances:

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

2026

Support Vector Clustering Uncovered: Insights, Challenges, and Future Outlook.

Muhammad Tanveer, Mohammad Tabish, Anuradha Kumari, Ashwani Kumar Malik, Weiping Ding

IEEE CAA J. Autom. Sinica, April, 2026

Shallow and ensemble deep randomized neural network for anomaly detection.

Anuradha Kumari, Ashwani Kumar Malik, M. Tanveer, Ponnuthurai N. Suganthan

Neural Networks, 2026

2024

Graph Embedded Intuitionistic Fuzzy Random Vector Functional Link Neural Network for Class Imbalance Learning.

M. A. Ganaie, M. Sajid, Ashwani Kumar Malik, M. Tanveer

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers.

M. Sajid, Ashwani Kumar Malik, Muhammad Tanveer

IEEE Trans. Fuzzy Syst., August, 2024

Alzheimer's Disease Diagnosis via Intuitionistic Fuzzy Random Vector Functional Link Network.

Ashwani Kumar Malik, M. A. Ganaie, M. Tanveer, Ponnuthurai N. Suganthan

IEEE Trans. Comput. Soc. Syst., August, 2024

Extended Features Based Random Vector Functional Link Network for Classification Problem.

Ashwani Kumar Malik, M. A. Ganaie, M. Tanveer, Ponnuthurai N. Suganthan

IEEE Trans. Comput. Soc. Syst., August, 2024

Neuro-Fuzzy Random Vector Functional Link Neural Network for Classification and Regression Problems.

M. Sajid, Ashwani Kumar Malik, Muhammad Tanveer, Ponnuthurai N. Suganthan

IEEE Trans. Fuzzy Syst., May, 2024

EEG signal classification using improved intuitionistic fuzzy twin support vector machines.

M. A. Ganaie, Anuradha Kumari, Ashwani Kumar Malik, M. Tanveer

Neural Comput. Appl., January, 2024

Graph Embedded Ensemble Deep Randomized Network for Diagnosis of Alzheimer's Disease.

Ashwani Kumar Malik, M. Tanveer

IEEE Trans. Comput. Biol. Bioinform., 2024

2023

Random vector functional link network: Recent developments, applications, and future directions.

Ashwani Kumar Malik, Ruobin Gao, M. A. Ganaie, M. Tanveer, Ponnuthurai Nagaratnam Suganthan

Appl. Soft Comput., August, 2023

Ensemble deep learning in speech signal tasks: A review.

M. Tanveer, Aryan Rastogi, Vardhan Paliwal, M. A. Ganaie, Ashwani Kumar Malik, Javier Del Ser, Chin-Teng Lin

Neurocomputing, 2023

Graph Embedded Intuitionistic Fuzzy RVFL for Class Imbalance Learning.

M. A. Ganaie, M. Sajid, Ashwani Kumar Malik, M. Tanveer

CoRR, 2023

2022

Ensemble deep learning: A review.

M. A. Ganaie, Minghui Hu, Ashwani Kumar Malik, Muhammad Tanveer, Ponnuthurai N. Suganthan

Eng. Appl. Artif. Intell., 2022

Graph embedded intuitionistic fuzzy weighted random vector functional link network.

Ashwani Kumar Malik, M. A. Ganaie, Muhammad Tanveer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Minimum Variance Embedded Random Vector Functional Link Network with Privileged Information.

M. A. Ganaie, Muhammad Tanveer, Ashwani Kumar Malik, Ponnuthurai N. Suganthan

Proceedings of the International Joint Conference on Neural Networks, 2022

Support Vector Machine Based Models with Sparse Auto-encoder Based Features for Classification Problem.

Ashwani Kumar Malik, Mudasir Ahmad Ganaie, M. Tanveer, Ponnuthurai N. Suganthan

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Minimum Variance Embedded Intuitionistic Fuzzy Weighted Random Vector Functional Link Network.

Nehal Ahmad, Mudasir Ahmad Ganaie, Ashwani Kumar Malik, Kuan-Ting Lai, M. Tanveer

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

A Novel Ensemble Method of RVFL For Classification Problem.

Ashwani Kumar Malik, M. A. Ganaie, Muhammad Tanveer, Ponnuthurai N. Suganthan

Proceedings of the International Joint Conference on Neural Networks, 2021