46 citations · 250 across the 9 of their papers we have counts for
9 papers
MiAMix: Enhancing Image Classification through a Multi-stage Augmented Mixed Sample Data Augmentation Method
Wen Liang, Youzhi Liang, Jianguo Jia
Despite substantial progress in the field of deep learning, overfitting persists as a critical challenge, and data augmentation has emerged as a particularly promising approach due…
Cross-Attribute Matrix Factorization Model with Shared User Embedding
Wen Liang, Zeng Fan, Youzhi Liang +1
Over the past few years, deep learning has firmly established its prowess across various domains, including computer vision, speech recognition, and natural language processing. Mo…
ResWCAE: Biometric Pattern Image Denoising Using Residual Wavelet-Conditioned Autoencoder
Youzhi Liang, Wen Liang
The utilization of biometric authentication with pattern images is increasingly popular in compact Internet of Things (IoT) devices. However, the reliability of such systems can be…
Structural Vibration Signal Denoising Using Stacking Ensemble of Hybrid CNN-RNN
Youzhi Liang, Wen Liang, Jianguo Jia
Vibration signals have been increasingly utilized in various engineering fields for analysis and monitoring purposes, including structural health monitoring, fault diagnosis and da…
A Multi-Variate Triple-Regression Forecasting Algorithm for Long-Term Customized Allergy Season Prediction
Xiaoyu Wu, Zeyu Bai, Jianguo Jia +1
In this paper, we propose a novel multi-variate algorithm using a triple-regression methodology to predict the airborne-pollen allergy season that can be customized for each patien…
Mental Task Classification Using Electroencephalogram Signal
Zeyu Bai, Ruizhi Yang, Youzhi Liang
This paper studies the classification problem on electroencephalogram (EEG) data of mental tasks, using standard architecture of three-layer CNN, stacked LSTM, stacked GRU. We furt…
Dynamic Characterization of Arrows through Stochastic Perturbation
Ryan Fish, Youzhi Liang, Kyle Saleeby +3
Current arrow spine measurements rely on statically hanging a known weight at the shaft center and measuring the maximum deflection. This archaic method of measuring arrow stiffnes…
Identify Statistical Similarities and Differences Between the Deadliest Cancer Types Through Gene Expression
Arturo Chavez, Dimitris Koutentakis, Youzhi Liang +2
Prognostic genes have been well studied within each type of cancer. However, investigations of the similarities and differences across cancer types are rare. In view of the optimal…
Dynamic Sealing Using Magneto-Rheological Fluids
Youzhi Liang, Jose R. Alvarado, Karl D. Iagnemma +1
Micropumps are microfluidic components which are widely used in applications such as chemical analysis, biological sensing and micro-robots. However, one obstacle in developing mic…