Search Results for author: Wandong Zhang

Found 5 papers, 1 papers with code

LBL: Logarithmic Barrier Loss Function for One-class Classification

1 code implementation20 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.

Classification One-Class Classification

ANOVA-based Automatic Attribute Selection and a Predictive Model for Heart Disease Prognosis

no code implementations30 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.

Attribute

Deconvolution-and-convolution Networks

no code implementations22 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.

Multi-Model Least Squares-Based Recomputation Framework for Large Data Analysis

no code implementations4 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.

Representation Learning

Deep Networks with Fast Retraining

no code implementations13 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.

Image Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.