Rakesh Katuwal

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Ensemble Methods

Top Venues

Appl. Soft Comput.

Pattern Recognit.

Publications

Minghui Hu, Jet Herng Chion, Ponnuthurai Nagaratnam Suganthan, Rakesh Katuwal
Ensemble Deep Random Vector Functional Link Neural Network for Regression. IEEE Trans. Syst. Man Cybern. Syst. 53 (5) (2023)
Qiushi Shi, Minghui Hu, Ponnuthurai Nagaratnam Suganthan, Rakesh Katuwal
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification. Pattern Recognit. 132 (2022)
Qiushi Shi, Ponnuthurai Nagaratnam Suganthan, Rakesh Katuwal
Weighting and Pruning based Ensemble Deep Random Vector Functional Link Network for Tabular Data Classification. CoRR (2022)
Qiushi Shi, Rakesh Katuwal, Ponnuthurai N. Suganthan, Muhammad Tanveer
Random vector functional link neural network based ensemble deep learning. Pattern Recognit. 117 (2021)
Wen Xin Cheng, Ponnuthurai N. Suganthan, Rakesh Katuwal
Time series classification using diversified Ensemble Deep Random Vector Functional Link and Resnet features. Appl. Soft Comput. 112 (2021)
Ponnuthurai N. Suganthan, Rakesh Katuwal
On the origins of randomization-based feedforward neural networks. Appl. Soft Comput. 105 (2021)
Rakesh Katuwal, Ponnuthurai N. Suganthan, Le Zhang
Heterogeneous oblique random forest. Pattern Recognit. 99 (2020)
Wen Xin Cheng, Ponnuthurai N. Suganthan, Rakesh Katuwal
Oblique Random Forests on Residual Network Features. ICONIP (3) (2020)
Wen Xin Cheng, Ponnuthurai N. Suganthan, Xueheng Qiu, Rakesh Katuwal
Classification of Stock Market Trends with Confidence-Based Selective Predictions. SEMCCO/FANCCO (2019)
Rakesh Katuwal, Ponnuthurai N. Suganthan
Stacked Autoencoder Based Deep Random Vector Functional Link Neural Network for Classification. CoRR (2019)
Rakesh Katuwal, Ponnuthurai N. Suganthan
Stacked autoencoder based deep random vector functional link neural network for classification. Appl. Soft Comput. 85 (2019)
Rakesh Katuwal, Ponnuthurai N. Suganthan, Muhammad Tanveer
Random Vector Functional Link Neural Network based Ensemble Deep Learning. CoRR (2019)
Rakesh Katuwal, Ponnuthurai N. Suganthan
Enhancing Multi-Class Classification of Random Forest using Random Vector Functional Neural Network and Oblique Decision Surfaces. CoRR (2018)
Rakesh Katuwal, Ponnuthurai N. Suganthan
Dropout and DropConnect based Ensemble of Random Vector Functional Link Neural Network. SSCI (2018)
Rakesh Katuwal, Ponnuthurai N. Suganthan
Enhancing Multi-Class Classification of Random Forest using Random Vector Functional Neural Network and Oblique Decision Surfaces. IJCNN (2018)
Rakesh Katuwal, Ponnuthurai N. Suganthan, Le Zhang
An ensemble of decision trees with random vector functional link networks for multi-class classification. Appl. Soft Comput. 70 (2018)
Wen Xin Cheng, Rakesh Katuwal, Ponnuthurai N. Suganthan, Xueheng Qiu
A heterogeneous ensemble of trees. SSCI (2017)