An Ensemble of Kernel Ridge Regression for Multi-class Classification

by Suganthan, Ponnuthurai Nagaratnam, Rakesh, Katuwal
Published 2018

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

by Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam
Published 2020

On the origins of randomization-based feedforward neural networks

by Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh
Published 2022

Representation learning using deep random vector functional link networks for clustering

by Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
Published 2022

Experimental evaluation of stochastic configuration networks: is SC algorithm inferior to hyper-parameter optimization method?

by Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
Published 2022

Real-parameter unconstrained optimization based on enhanced fitness-adaptive differential evolution algorithm with novel mutation

by Mohamed, Ali Wagdy, Suganthan, Ponnuthurai Nagaratnam
Published 2020

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

by Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam, Zhang, Le
Published 2020

ISDE+ — an indicator for multi and many-objective optimization

by Pamulapati, Trinadh, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam
Published 2020

A hybrid cuckoo search algorithm in parallel batch processing machines with unequal job ready times

by Majumder, Arindam, Laha, Dipak, Suganthan, Ponnuthurai Nagaratnam
Published 2020

Heterogeneous oblique random forest

by Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam, Zhang, Le
Published 2020

General twin support vector machine with pinball loss function

by Tanveer M., Sharma A., Suganthan, Ponnuthurai Nagaratnam
Published 2021

Ensemble strategies for population-based optimization algorithms – a survey

by Wu, Guohua, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam
Published 2021

Bacterial foraging optimization algorithm in robotic cells with sequence-dependent setup times

by Majumder, Arindam, Laha, Dipak, Suganthan, Ponnuthurai Nagaratnam
Published 2021

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

by Cheng, Wenxin, Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh
Published 2022

Least squares KNN-based weighted multiclass twin SVM

by Tanveer, M., Sharma, A., Suganthan, Ponnuthurai Nagaratnam
Published 2022

A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition

by Li, Ruilin, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam
Published 2023

Online learning using deep random vector functional link network

by Shiva, Sreenivasan, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
Published 2024

Self-distillation for randomized neural networks

by Hu, Minghui, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam
Published 2024

Population topologies for particle swarm optimization and differential evolution

by Lynn, Nandar, Mostafa Z. Ali, Suganthan, Ponnuthurai Nagaratnam
Published 2020

Oblique decision tree ensemble via twin bounded SVM

by Ganaie, M. A., Tanveer, M., Suganthan, Ponnuthurai Nagaratnam
Published 2022