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ResearcherID: W-6660-2018
Scopus Author ID: 57189506163

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Works (20)

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

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3177888
EID:

2-s2.0-85130796062

Part of ISSN: 21693536
Contributors: Kim, G.; Shin, D.-H.; Choi, J.G.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

An EfficientNet-Based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic Signals

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3160179
EID:

2-s2.0-85126522275

Part of ISSN: 21693536
Contributors: Tama, B.A.; Vania, M.; Kim, I.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

Characterization of power demand and energy consumption for fused filament fabrication using CFR-PEEK

Rapid Prototyping Journal
2022 | Journal article
DOI: 10.1108/RPJ-07-2021-0188
EID:

2-s2.0-85125104778

Part of ISSN: 13552546
Contributors: Kim, K.; Noh, H.; Park, K.; Jeon, H.W.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

Development of an Interpretable Maritime Accident Prediction System Using Machine Learning Techniques

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3168302
EID:

2-s2.0-85129213523

Part of ISSN: 21693536
Contributors: Kim, G.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

A TOPSIS-Inspired Ranking Method Using Constrained Crowd Opinions for Urban Planning

Entropy
2022-03 | Journal article | Author
DOI: 10.3390/e24030371
Contributors: Sujoy Chatterjee; Sunghoon Lim
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A deep learning-based time series model with missing value handling techniques to predict various types of liquid cargo traffic

Expert Systems with Applications
2021 | Journal article
DOI: 10.1016/j.eswa.2021.115532
EID:

2-s2.0-85109460294

Part of ISSN: 09574174
Contributors: Lim, S.; Kim, S.J.; Park, Y.; Kwon, N.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

A Multimodal Deep Learning-Based Fault Detection Model for a Plastic Injection Molding Process

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3115665
EID:

2-s2.0-85115809927

Part of ISSN: 21693536
Contributors: Kim, G.; Choi, J.G.; Ku, M.; Cho, H.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

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

Expert Systems with Applications
2021 | Journal article
DOI: 10.1016/j.eswa.2021.115400
EID:

2-s2.0-85109168741

Part of ISSN: 09574174
Contributors: Choi, J.G.; Kong, C.W.; Kim, G.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

DAViS: a unified solution for data collection, analyzation, and visualization in real-time stock market prediction

Financial Innovation
2021 | Journal article
DOI: 10.1186/s40854-021-00269-7
EID:

2-s2.0-85109396929

Part of ISSN: 21994730
Contributors: Tuarob, S.; Wettayakorn, P.; Phetchai, P.; Traivijitkhun, S.; Lim, S.; Noraset, T.; Thaipisutikul, T.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

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

Computer Science Review
2021 | Journal article
DOI: 10.1016/j.cosrev.2020.100357
EID:

2-s2.0-85101089557

Part of ISSN: 15740137
Contributors: Tama, B.A.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

A Multi-Objective Differential Evolutionary Method for Constrained Crowd Judgment Analysis

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2993775
EID:

2-s2.0-85085182188

Part of ISSN: 21693536
Contributors: Chatterjee, S.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

A stacking-based deep neural network approach for effective network anomaly detection

Computers, Materials and Continua
2020 | Journal article
DOI: 10.32604/cmc.2020.012432
EID:

2-s2.0-85097162467

Part of ISSN: 15462226 15462218
Contributors: Nkenyereye, L.; Tama, B.A.; Lim, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

A Comparative Performance Evaluation of Classification Algorithms for Clinical Decision Support Systems

Mathematics
2020-10 | Journal article | Author
DOI: 10.3390/math8101814
Contributors: Bayu Adhi Tama; Sunghoon Lim
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Mining Twitter data for causal links between tweets and real-world outcomes

Expert Systems with Applications: X
2019 | Journal article
DOI: 10.1016/j.eswax.2019.100007
EID:

2-s2.0-85070484973

Part of ISSN: 25901885
Contributors: Lim, S.; Tucker, C.S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

A semantic network model for measuring engagement and performance in online learning platforms

Computer Applications in Engineering Education
2018 | Journal article
DOI: 10.1002/cae.22033
EID:

2-s2.0-85050672824

Part of ISSN: 10990542 10613773
Contributors: Lim, S.; Tucker, C.S.; Jablokow, K.; Pursel, B.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

Automated Discovery of Product Feature Inferences Within Large-Scale Implicit Social Media Data

Journal of Computing and Information Science in Engineering
2018 | Journal article
DOI: 10.1115/1.4039432
EID:

2-s2.0-85046750688

Part of ISSN: 15309827
Contributors: Tuarob, S.; Lim, S.; Tucker, C.S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

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

Journal of Biomedical Informatics
2017 | Journal article
DOI: 10.1016/j.jbi.2016.12.007
EID:

2-s2.0-85009133616

Part of ISSN: 15320464
Contributors: Lim, S.; Tucker, C.S.; Kumara, S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

Mitigating Online Product Rating Biases Through the Discovery of Optimistic, Pessimistic, and Realistic Reviewers

Journal of Mechanical Design, Transactions of the ASME
2017 | Journal article
DOI: 10.1115/1.4037612
EID:

2-s2.0-85030449653

Part of ISSN: 10500472
Contributors: Lim, S.; Tucker, C.S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

Quantifying the mismatch between course content and students' dialogue in online learning environments

Proceedings of the ASME Design Engineering Technical Conference
2017 | Conference paper
DOI: 10.1115/DETC2017-67339
EID:

2-s2.0-85034651364
Contributors: Lim, S.; Tucker, C.S.; Jablokow, K.; Pursel, B.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier

A Bayesian Sampling Method for Product Feature Extraction from Large-Scale Textual Data

Journal of Mechanical Design, Transactions of the ASME
2016 | Journal article
DOI: 10.1115/1.4033238
EID:

2-s2.0-84971513897

Part of ISSN: 10500472
Contributors: Lim, S.; Tucker, C.S.
Source: Self-asserted source
Sunghoon Lim via Scopus - Elsevier
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