1 code implementation • 20 Jul 2023 • Tianlei Wang, Dekang Liu, Wandong Zhang, Jiuwen Cao
To address this issue, then, a unilateral relaxation Sigmoid function is introduced into LBL and a novel OCC loss named LBLSig is proposed.
no code implementations • 30 Jul 2022 • Mohammed Nowshad Ruhani Chowdhury, Wandong Zhang, Thangarajah Akilan
In response to this, the healthcare industry has adopted machine learning-based smart solutions to alleviate the manual process of CVD prognosis.
no code implementations • 22 Mar 2021 • Yimin Yang, Wandong Zhang, Jonathan Wu, Will Zhao, Ao Chen
2D Convolutional neural network (CNN) has arguably become the de facto standard for computer vision tasks.
no code implementations • 4 Jan 2021 • Wandong Zhang, QM Jonathan Wu, Yimin Yang, WG Will Zhao, Tianlei Wang, HUI ZHANG
Most multilayer least squares (LS)-based neural networks are structured with two separate stages: unsupervised feature encoding and supervised pattern classification.
no code implementations • 13 Aug 2020 • Wandong Zhang, Yimin Yang, Jonathan Wu
Compared to other learning strategies, the proposed learning pipeline has robustness against the hyper-parameters, and the requirement of computational resources is significantly reduced.