Deron Liang

National Central University — Taiwan

Computer Science · Physical Sciences

22h-index2.2kcitations96works0.52yr avg
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Research Topics

Distributed systems and fault tolerance(21), Software System Performance and Reliability(20), Cloud Computing and Resource Management(17), Service-Oriented Architecture and Web Services(16), Financial Distress and Bankruptcy Prediction(12)

Publications95 total

Input Variability Analysis of Aerial Imagery in Rice Semantic Segmentation Using UNet-VGG16
2025
A frequency-domain approach for estimating continuous-time diffusively coupled linear networks
2025
Real-Time Defect Detection for Fast-Moving Fabrics on Circular Knitting Machine Under Various Illumination Conditions
IEEE Access·2025Open Access
A frequency-domain approach for estimating continuous-time diffusively coupled linear networks
arXiv (Cornell University)·2024Open Access
Splitting long‐term and short‐term financial ratios for improved financial distress prediction: Evidence from Taiwanese public companies
Journal of Forecasting·2024· 2 cited
Analysis and prediction of virtual machine boot time on virtualized computing environments
Journal of Cloud Computing Advances Systems and Applications·2024Open Access
Detecting Low-Yield Machines in Batch Production Systems Based on Observed Defective Pieces
IEEE Transactions on Systems Man and Cybernetics Systems·2024· 1 cited
SmartDetect: Safe Driving by Detecting Steering-Wheel Handling With a Single Smartwatch
IEEE Sensors Journal·2024· 1 cited
Multistage Parameter Optimization for Rule Generation for Multistage Manufacturing Processes
IEEE Transactions on Industrial Informatics·2023· 1 cited
Optimization of message delivery reliability and throughput in a DDS-based system with per-publisher sending rate adjustment
Telecommunication Systems·2023· 3 cited
Robust Model for Adversarial Attack Protection through Weak Features Removal
2023
Using Block Filter Device for Acceleration of Storage Synchronization on Fault-tolerant Virtual Machines
2023
Correction to: Role of Comprehensive Income in Predicting Bankruptcy
Computational Economics·2023Open Access
Role of Comprehensive Income in Predicting Bankruptcy
Computational Economics·2022· 2 cited
Financial Distress Prediction with Stacking Ensemble Learning
IJCCS (Indonesian Journal of Computing and Cybernetics Systems)·2022· 2 citedOpen Access
FN-Net: A lightweight CNN-based architecture for fabric defect detection with adaptive threshold-based class determination
Displays·2022· 38 cited
Prediction of per-batch yield rates in production based on maximum likelihood estimation of per-machine yield rates
Journal of Manufacturing Systems·2021· 3 cited
APSEC 2021 Conference Organizers
2021Open Access
APSEC 2021 Conference Organizers
2021Open Access
Rice Semantic Segmentation Using Unet-VGG16: A Case Study in Yunlin, Taiwan
2021 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)·2021· 5 cited
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Frequent Co-authors

Fengyi Lin(12), Wei-Jen Wang(9), Chin-Chun Chang(8), Chien-Cheng Lin(7), Chen-Liang Fang(5), Chih‐Fong Tsai(4), Ching‐Han Yang(4), Shyan‐Ming Yuan(4), Chyouhwa Chen(3), Yennun Huang(3), P. Emerald Chung(3), Chung-Yih Wang(3), Komang Candra Brata(3), Satish K. Tripathi(2), Chandra M. R. Kintala(2), Soushan Wu(2), Sholeh Hadi Pramono(2), Yue‐Shan Chang(2), Win‐Tsung Lo(2), Woei-Jyh Lee(2)