Rakesh Katuwal

According to our database, Rakesh Katuwal authored at least 16 papers between 2017 and 2023.

Collaborative distances:

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

2023

Ensemble Deep Random Vector Functional Link Neural Network for Regression.

Minghui Hu, Jet Herng Chion, Ponnuthurai Nagaratnam Suganthan, Rakesh Katuwal

IEEE Trans. Syst. Man Cybern. Syst., May, 2023

2022

Weighting and pruning based ensemble deep random vector functional link network for tabular data classification.

Qiushi Shi, Minghui Hu, Ponnuthurai Nagaratnam Suganthan, Rakesh Katuwal

Pattern Recognit., 2022

Weighting and Pruning based Ensemble Deep Random Vector Functional Link Network for Tabular Data Classification.

Qiushi Shi, Ponnuthurai Nagaratnam Suganthan, Rakesh Katuwal

CoRR, 2022

2021

Random vector functional link neural network based ensemble deep learning.

Qiushi Shi, Rakesh Katuwal, Ponnuthurai N. Suganthan, Muhammad Tanveer

Pattern Recognit., 2021

On the origins of randomization-based feedforward neural networks.

Ponnuthurai N. Suganthan, Rakesh Katuwal

Appl. Soft Comput., 2021

Time series classification using diversified Ensemble Deep Random Vector Functional Link and Resnet features.

Wen Xin Cheng, Ponnuthurai N. Suganthan, Rakesh Katuwal

Appl. Soft Comput., 2021

2020

Heterogeneous oblique random forest.

Rakesh Katuwal, Ponnuthurai N. Suganthan, Le Zhang

Pattern Recognit., 2020

Oblique Random Forests on Residual Network Features.

Wen Xin Cheng, Ponnuthurai N. Suganthan, Rakesh Katuwal

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

Random Vector Functional Link Neural Network based Ensemble Deep Learning.

Rakesh Katuwal, Ponnuthurai N. Suganthan, Muhammad Tanveer

CoRR, 2019

Stacked autoencoder based deep random vector functional link neural network for classification.

Rakesh Katuwal, Ponnuthurai N. Suganthan

Appl. Soft Comput., 2019

Classification of Stock Market Trends with Confidence-Based Selective Predictions.

Wen Xin Cheng, Ponnuthurai N. Suganthan, Xueheng Qiu, Rakesh Katuwal

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

2018

An ensemble of decision trees with random vector functional link networks for multi-class classification.

Rakesh Katuwal, Ponnuthurai N. Suganthan, Le Zhang

Appl. Soft Comput., 2018

Dropout and DropConnect based Ensemble of Random Vector Functional Link Neural Network.

Rakesh Katuwal, Ponnuthurai N. Suganthan

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Enhancing Multi-Class Classification of Random Forest using Random Vector Functional Neural Network and Oblique Decision Surfaces.

Rakesh Katuwal, Ponnuthurai N. Suganthan

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

A heterogeneous ensemble of trees.

Wen Xin Cheng, Rakesh Katuwal, Ponnuthurai N. Suganthan, Xueheng Qiu

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

An Ensemble of Kernel Ridge Regression for Multi-class Classification.

Katuwal Rakesh, Ponnuthurai N. Suganthan

Proceedings of the International Conference on Computational Science, 2017