Concepedia

Sunghoon Lim

SL

Statistics

Publications

27

Citations

1.3K

H-Index

21

Active since

2016

Affiliations

Ulsan National Institute of Science and Technology(Current)

Pennsylvania State University

Institute for Basic Science

Korea Institute of Industrial Technology

Mahidol University

Sunghoon Lim is an author at Ulsan National Institute of Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningSystems EngineeringData MiningComputer ScienceKnowledge DiscoveryDeep LearningPattern RecognitionPredictive Analytics

Publications per year

2016–2024

27

Publications

27

Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals

Bayu Adhi Tama, Malinda Vania, Seung‐Chul Lee et al. · Artificial Intelligence Review · 2022 · 246 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17

Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation

Bayu Adhi Tama, Sunghoon Lim · Computer Science Review · 2020 · 160 citations · Full text

Cross-benchmark Evaluation, Engineering, Machine Learning +14

An unsupervised machine learning model for discovering latent infectious diseases using social media data

Sunghoon Lim, Conrad S. Tucker, Soundar Kumara · Journal of Biomedical Informatics · 2016 · 126 citations

Computational Social Science, Infectious Disease Modelling, Health Informatics +14

Car crash detection using ensemble deep learning and multimodal data from dashboard cameras

Jae Gyeong Choi, Chan Woo Kong, Gyeongho Kim et al. · Expert Systems with Applications · 2021 · 86 citations · Full text

A Deep Learning-Based Cryptocurrency Price Prediction Model That Uses On-Chain Data

Gyeongho Kim, Dong-Hyun Shin, Jae Gyeong Choi et al. · IEEE Access · 2022 · 80 citations · Full text

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