Stacked autoencoder based deep random vector functional link neural network for classification by Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam

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On the origins of randomization-based feedforward neural networks by Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh

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Representation learning using deep random vector functional link networks for clustering by Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam

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Experimental evaluation of stochastic configuration networks: is SC algorithm inferior to hyper-parameter optimization method? by Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam

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An Ensemble of Kernel Ridge Regression for Multi-class Classification by Suganthan, Ponnuthurai Nagaratnam, Rakesh, Katuwal

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Real-parameter unconstrained optimization based on enhanced fitness-adaptive differential evolution algorithm with novel mutation by Mohamed, Ali Wagdy, Suganthan, Ponnuthurai Nagaratnam

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Heterogeneous oblique random forest by Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam, Zhang, Le

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ISDE+ — an indicator for multi and many-objective optimization by Pamulapati, Trinadh, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam

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A hybrid cuckoo search algorithm in parallel batch processing machines with unequal job ready times by Majumder, Arindam, Laha, Dipak, Suganthan, Ponnuthurai Nagaratnam

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An ensemble of decision trees with random vector functional link networks for multi-class classification by Katuwal, Rakesh, Suganthan, Ponnuthurai Nagaratnam, Zhang, Le

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General twin support vector machine with pinball loss function by Tanveer M., Sharma A., Suganthan, Ponnuthurai Nagaratnam

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Ensemble strategies for population-based optimization algorithms – a survey by Wu, Guohua, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam

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Bacterial foraging optimization algorithm in robotic cells with sequence-dependent setup times by Majumder, Arindam, Laha, Dipak, Suganthan, Ponnuthurai Nagaratnam

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Time series classification using diversified Ensemble Deep Random Vector Functional Link and Resnet features by Cheng, Wenxin, Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh

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Least squares KNN-based weighted multiclass twin SVM by Tanveer, M., Sharma, A., Suganthan, Ponnuthurai Nagaratnam

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A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition by Li, Ruilin, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam

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Online learning using deep random vector functional link network by Shiva, Sreenivasan, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam

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Self-distillation for randomized neural networks by Hu, Minghui, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam

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Recurrent ensemble random vector functional link neural network for financial time series forecasting by Bhambu, Aryan, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam

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Population topologies for particle swarm optimization and differential evolution by Lynn, Nandar, Mostafa Z. Ali, Suganthan, Ponnuthurai Nagaratnam

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