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Multi-modal Lifelog Data Fusion for Improved Human Activity Recognition: A Hybrid Approach File

Oh, YongKyung , Kim, Sungil

Article Issue Date2024-10 View25

Crowdsourcing integration on the last mile delivery platform considering floating population data File

Kim, Jaesung , Kweon, Sang Jin , Hwang, Seong Wook , Lee, Seokgi

Article Issue Date2024-08 View32

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 View12

Heterogeneous trading behaviors of individual investors: A deep clustering approach File

Hwang, Yoontae , Park, Junpyo , Kim, Jang Ho , Lee, Yongjae , Fabozzi, Frank J.

Article Issue Date2024-07 View6

Using transformer and a reweighting technique to develop a remaining useful life estimation method for turbofan engines File

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

Article Issue Date2024-07 View2

Accurate synthesis of sensor-to-machined-surface image generation in carbon fiber-reinforced plastic drilling File File

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

Article Issue Date2024-07 View2

Combining blockchain and IoT for safe and transparent nuclear waste management: A prototype implementation File

Yessenbayev, Olzhas , Nguyen, Dung Chi Duy , Jeong, Taeseok , Kang, Ki Joon , Kim, Hee Reyoung , Ko, Jonghyeon , Park, Jin-Young , Roh, Myung-Sub , Comuzzi, Marco

Article Issue Date2024-05 View21

Non-asymptotic estimates for TUSLA algorithm for non-convex learning with applications to neural networks with ReLU activation function File

Lim, Dong-Young , Neufeld, Ariel , Sabanis, Sotirios , Zhang, Ying

Article Issue Date2024-05 View9

Determining Directions of Service Quality Management using Online Review Mining with Interpretable Machine Learning File

Shin, Jongkyung , Joung, Junegak , Lim, Chiehyeon

Article Issue Date2024-04 View38

Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks

Lim, Dong-Young , Sabanis, Sotirios

Article Issue Date2024-04 View14

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

The production scheduling problem employing non-identical parallel machines with due dates considering carbon emissions and multiple types of energy sources File

Bok, Younggyu , Lee, Na Kyung , Jo, Sugyeong , Lee, Seokgi , Kweon, Sang Jin , Na, Hyeong Suk

Article Issue Date2024-03 View23

Domain-knowledge-informed functional outlier detection for line quality control systems File

Mun, Jong Hwan , Yoo, Jitae , Kim, Heesun , Ryu, Nayi , Kim, Sungil

Article Issue Date2024-03 View25

Jung, Junsub , Kim, Sungil , Kim, Heeyoung

Article Issue Date2024-02 View28

Stop-loss adjusted labels for machine learning-based trading of risky assets File

Hwang, Yoontae , Park, Junpyo , Lee, Yongjae , Lim, Dong-Young

Article Issue Date2023-12 View31

A multi-domain mixture density network for tool wear prediction under multiple machining conditions File File

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

Article Issue Date2023-12 View24

Optimal portfolio choice of couples with tax-deferred accounts and survival-contingent products File

Bae, Sanghyeon , Lee, Yongjae , Kim, Woo Chang

Article Issue Date2023-11 View21

Household financial health: a machine learning approach for data-driven diagnosis and prescription File

Kim, Kyeongbin , Hwang, Yoontae , Lim, Dongcheol , Kim, Suhyeon , Lee, Junghye , Lee, Yongjae

Article Issue Date2023-11 View13

Bayesian-based uncertainty-aware tool-wear prediction model in end-milling process of titanium alloy File File

Kim, Gyeongho , Yang, Sang Min , Kim, Dong Min , Kim, Sinwon , Choi, Jae Gyeong , Ku, Minjoo , Lim, Sunghoon , Park, Hyung Wook

Article Issue Date2023-11 View39

Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics File

Oh, YongKyung , Kim, Sungil

Article Issue Date2023-11 View17

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