تصفح حسب المؤلف "Shi, Qiushi"
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Jointly optimized ensemble deep random vector functional link network for semi-supervised classification
Shi, Qiushi; Suganthan, Ponnuthurai Nagaratnam; Del Ser, Javier ( Elsevier Ltd , 2022 , Article)Randomized neural networks have become more and more attractive recently since they use closed-form solutions for parameter training instead of gradient-based approaches. Among them, the random vector functional link network ... -
Weighting and pruning based ensemble deep random vector functional link network for tabular data classification
Shi, Qiushi; Hu, Minghui; Suganthan, Ponnuthurai Nagaratnam; Katuwal, Rakesh ( Elsevier Ltd , 2022 , Article)In this paper, we first integrate normalization to the Ensemble Deep Random Vector Functional Link network (edRVFL). This re-normalization step can help the network avoid divergence of the hidden features. Then, we propose ...