Vincent C. S. Lee - Publications, H-index & Citations

Vincent C. S. Lee

monash university

23H指数

130论文数

2.7K被引数

收录论文 27

发表时间

A dynamic balanced training regime for mitigating class imbalance in thyroid nodule classification 一种用于缓解甲状腺结节分类中类别不平衡的动态平衡训练方案

Expert Systems with Applications

IF7.5

2026-09-29

PREAI

Aljalis, Fatimah Ali S.; Lee, Vincent C. S.; Zhang, Xinyu

SkySched: A Hierarchical and Scalable Reinforcement Learning Framework for Multi-UAV Vehicular Edge Computing Network SkySched：一种用于多无人机车联网边缘计算网络的分层和可扩展强化学习框架

IEEE Transactions on Cognitive Communications and Networking

IF7

2026-07-03

PREAI

Meng Yi; Vincent C. S. Lee; Miao Du; Peipei Chen; Peisong Li

Dynamic Ensemble Transfer Learning with Multi-view Ultrasonography for Improving Thyroid Cancer Diagnostic Reliability 基于多视角超声的动态集成迁移学习以提高甲状腺癌诊断可靠性

Journal of Imaging Informatics in Medicine

IF0

2025-09-15

PREAI

Xinyu Zhang; Feng Liu; Vincent CS Lee; Karishma Jassal; Bruno Di Muzio; James C Lee

Modelling the Interactions Between Resources and Academic Achievement: An Artificial Neural Network Approach 建模资源与学业成就之间的相互作用：一个人工神经网络方法

EDUCATION SCIENCES

IF2.6

2025-04-22

OAAI

Di Han, Cindy; Phillipson, Shane N.; Lee, Vincent C. S.

Optimal service resource management strategy for IoT-based health information system considering value co-creation of users

INDUSTRIAL MANAGEMENT & DATA SYSTEMS

IF4.7

2024-01-16

PREAI

Fang, Ji; Lee, Vincent C. S.; Wang, Haiyan

Anomaly Detection in Dynamic Graphs via Transformer 通过变压器在动态图中的异常检测

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-12-01

137

OAAI

Liu, Yixin; Pan, Shirui; Wang, Yu Guang; Xiong, Fei; Wang, Liang; Chen, Qingfeng; Lee, Vincent C. S.

Cross-entropy-based adaptive fuzzy control for visual tracking of road cracks with unmanned mobile robot

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2023-10-11

OAAI

Zhang, Jianqi; Yang, Xu; Wang, Wei; Guan, Jinchao; Liu, Wenbo; Wang, Hainian; Ding, Ling; Lee, Vincent C. S.

Automated guided vehicles and autonomous mobile robots for recognition and tracking in civil engineering 用于土木工程识别和跟踪的自动引导车辆和自主移动机器人

AUTOMATION IN CONSTRUCTION

IF11.5

2023-02-01

PREAI

Zhang, Jianqi; Yang, Xu; Wang, Wei; Guan, Jinchao; Ding, Ling; Lee, Vincent C. S.

VDI/VDE 2634-1 performance evaluation tests and systematic errors in passive stereo vision systems

PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY

IF3.7

2023-01-01

OAAI

Jaganmohan, Prashanth; Muralikrishnan, Bala; Lee, Vincent; Ren, Wei; Icasio-Hernandez, Octavio; Morse, Ed

Full field-of-view pavement stereo reconstruction under dynamic traffic conditions: Incorporating height-adaptive vehicle detection and multi-view occlusion optimization

AUTOMATION IN CONSTRUCTION

IF11.5

2022-12-01

PREAI

Guan, Jinchao; Yang, Xu; Lee, Vincent C. S.; Liu, Wenbo; Li, Yi; Ding, Ling; Hui, Bing

Review on computer vision-based crack detection and quantification methodologies for civil structures 基于计算机视觉的土木结构裂缝检测与量化方法综述

CONSTRUCTION AND BUILDING MATERIALS

IF8

2022-11-01

PREAI

Deng, Jianghua; Singh, Amardeep; Zhou, Yiyi; Lu, Ye; Lee, Vincent Cheng-Siong

A multi-channel deep convolutional neural network for multi-classifying thyroid diseases

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-09-01

PREAI

Zhang, Xinyu; Lee, Vincent C. S.; Rong, Jia; Lee, James C.; Song, Jiangning; Liu, Feng

Information resources estimation for accurate distribution-based concept drift detection

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2022-05-01

PREAI

Tan, Chang How; Lee, Vincent C. S.; Salehi, Mahsa

Robotic Hierarchical Graph Neurons. A novel implementation of HGN for swarm robotic behaviour control

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-12-01

OAAI

Smith, Phillip; Aleti, Aldeida; Lee, Vincent C. S.; Hunjet, Robert; Khan, Asad

Research and applications of artificial neural network in pavement engineering: A state-of-the-art review

JOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION

IF6.8

2021-12-01

OAAI

Yang, Xu; Guan, Jinchao; Ding, Ling; You, Zhanping; Lee, Vincent C. S.; Hasan, Mohd Rosli Mohd; Cheng, Xiaoyun

Application of Educational Data Mining Approach for Student Academic Performance Prediction Using Progressive Temporal Data

JOURNAL OF EDUCATIONAL COMPUTING RESEARCH

IF4.9

2021-09-27

PREAI

Trakunphutthirak, Ruangsak; Lee, Vincent C. S.

Automated pixel-level pavement distress detection based on stereo vision and deep learning 基于立体视觉和深度学习的像素级路面破损自动检测

AUTOMATION IN CONSTRUCTION

IF11.5

2021-09-01

114

PREAI

Guan, Jinchao; Yang, Xu; Ding, Ling; Cheng, Xiaoyun; Lee, Vincent C. S.; Jin, Can

Automated pavement crack detection and segmentation based on two-step convolutional neural network

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2020-09-17

249

PREAI

Liu, Jingwei; Yang, Xu; Lau, Stephen; Wang, Xin; Luo, Sang; Lee, Vincent Cheng-Siong; Ding, Ling

Imaging-based crack detection on concrete surfaces using You Only Look Once network 使用 “只看一次” 网络对混凝土表面进行基于成像的裂缝检测

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2020-07-11

PREAI

Deng, Jianghua; Lu, Ye; Lee, Vincent Cheng-Siong

DAG: A General Model for Privacy-Preserving Data Mining

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2020-01-01

OAAI

Teo, Sin G.; Cao, Jianneng; Lee, Vincent C. S.

研究方向