An Ensemble of Kernel Ridge Regression for Multi-class Classification

由 Suganthan, Ponnuthurai Nagaratnam, Rakesh, Katuwal
出版 2018

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

由 Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam
出版 2020

On the origins of randomization-based feedforward neural networks

由 Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh
出版 2022

Representation learning using deep random vector functional link networks for clustering

由 Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
出版 2022

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

由 Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
出版 2022

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

由 Mohamed, Ali Wagdy, Suganthan, Ponnuthurai Nagaratnam
出版 2020

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

由 Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam, Zhang, Le
出版 2020

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

由 Pamulapati, Trinadh, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam
出版 2020

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

由 Majumder, Arindam, Laha, Dipak, Suganthan, Ponnuthurai Nagaratnam
出版 2020

Heterogeneous oblique random forest

由 Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam, Zhang, Le
出版 2020

General twin support vector machine with pinball loss function

由 Tanveer M., Sharma A., Suganthan, Ponnuthurai Nagaratnam
出版 2021

Ensemble strategies for population-based optimization algorithms – a survey

由 Wu, Guohua, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam
出版 2021

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

由 Majumder, Arindam, Laha, Dipak, Suganthan, Ponnuthurai Nagaratnam
出版 2021

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

由 Cheng, Wenxin, Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh
出版 2022

Least squares KNN-based weighted multiclass twin SVM

由 Tanveer, M., Sharma, A., Suganthan, Ponnuthurai Nagaratnam
出版 2022

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

由 Li, Ruilin, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam
出版 2023

Online learning using deep random vector functional link network

由 Shiva, Sreenivasan, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
出版 2024

Self-distillation for randomized neural networks

由 Hu, Minghui, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam
出版 2024

Population topologies for particle swarm optimization and differential evolution

由 Lynn, Nandar, Mostafa Z. Ali, Suganthan, Ponnuthurai Nagaratnam
出版 2020

Oblique decision tree ensemble via twin bounded SVM

由 Ganaie, M. A., Tanveer, M., Suganthan, Ponnuthurai Nagaratnam
出版 2022