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Deep Learning-based Tool Wear Prediction under Multiple Machining Conditions

Kim, Gyeongho , Yang, Sang Min , Kim, Sin Won , Kim, Do Young , Choi, Jae Gyeong , Park, Hyung Wook , Lim, Sunghoon

Conference Paper Issue Date2023-07-05 View25

Developing a data-driven system for grinding process parameter optimization using machine learning and metaheuristic algorithms File

Kim, Gyeongho , Park, Soyeon , Choi, Jae Gyeong , Yang, Sang Min , Park, Hyung Wook , Lim, Sunghoon

Article Issue Date2024-07 View10

Developing a deep learning-based fault detection model for plastic injection molding for car parts companies

Kim, Gyeongho , Choi, Jae Gyeong , Ku, Minjoo , Cho, Hyewon , Lim, Sunghoon

Conference Paper Issue Date2021-05-21 View8

Developing a quality level prediction framework with semi-supervised learning and ordinal classification for UV lamps

Ku, Minjoo , Kim, Gyeongho , Lim, Sunghoon

Conference Paper Issue Date2022-05-22 View7

Developing a semi-supervised learning and ordinal classification framework for quality level prediction in manufacturing File

Kim, Gyeongho , Choi, Jae Gyeong , Ku, Minjoo , Lim, Sunghoon

Article Issue Date2023-07 View22

Developing machine-learning-based car crash detection systems  using video and audio data

Choi, Jae Gyeong , Kong, Chan Woo , Lim, Sunghoon

Conference Paper Issue Date2019-11-08 View10

Development of a Bayesian-based Uncertainty-aware Tool Wear Prediction Model in the End Milling Process

Kim, Gyeongho , Yang, Sangmin , Lim, Sunghoon

Conference Paper Issue Date2022-11-04 View7

Development of a deep learning-based anomaly detection model using multivariate time series manufacturing data

Ku, Minjoo , Lim, Sunghoon

Conference Paper Issue Date2022-11-04 View8

Development of a deep learning-based real-time gesture detection and classification model using a wearable sensing glove

Cho, Hyewon , Jeon, Sujin , Park, Soyeon , Lim, Sunghoon

Conference Paper Issue Date2022-06-03 View5

Development of a Deep Learning-based Uncertainty-aware Predictive Maintenance Method

Kim, Gyeongho , Lim, Sunghoon

Conference Paper Issue Date2023-05-22 View13

Development of a Remaining Useful Life Estimation Method Using Transformer and a Reweighting Technique

Kim, Gyeongho , Lim, Sunghoon

Conference Paper Issue Date2022-08-27 View9

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

Kim, Gyeongho , Lim, Sunghoon

Article Issue Date2022-04 View21

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

Tama, Bayu Adhi , Lim, Sunghoon

Article Issue Date2021-02 View19

Grinding Process Parameter Optimization Using Machine Learning Techniques

Kim, Gyeongho , Park, Soyeon , Choi, Jae Gyeong , Choi, Hyeokjoon , Lim, Sunghoon

Conference Paper Issue Date2023-06-23 View10

Hand gesture recognition with out-of-distribution gesture detection using a soft sensor embedded glove

Jeon, Sujin , Park, Soyeon , Cho, Hyewon , Lim, Sunghoon

Conference Paper Issue Date2023-05-21 View7

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

Lim, Sunghoon , Tucker, Conrad S.

Article Issue Date2019-09 View6

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

Lim, Sunghoon , Tucker, Conrad S.

Article Issue Date2017-11 View5

Multimodal 1D CNN for delamination prediction in CFRP drilling process with industrial robots File

Choi, Jae Gyeong , Kim, Dong Chan , Chung, Miyoung , Lim, Sunghoon , Park, Hyung Wook

Article Issue Date2024-04 View18

Multistep classification of static and dynamic finger gestures using a soft sensor embedded glove

Jeon, Sujin , Park, Soyeon , Cho, Hyewon , Lim, Sunghoon

Conference Paper Issue Date2022-11-04 View8

Optimizing Zone-dependent Two-level Facility Location Problem

Lim, Sunghoon , Sung, Chang-Sup , Song, Sang Hwa

Article Issue Date2011-12 View13

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