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Showing results 1 to 20 of 789

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 View27

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 View4

Optimal and Personalized Dose Determination for Patients with Thyroid Hormone Disorders Using Deep Learning-Based Survival Analysis

Kam, Seungsu , Cho, Jaehun , Shin, Kyubo , Kim, Sungil

Conference Paper Issue Date2024-05-21 View6

Enhancing Human Activity Recognition with Comparative Data Fusion and Learning Strategies

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2024-05-21 View9

Integrating Neural Controlled Differential Equations and Neural Flow for Comprehensive Irregularly-sampled Time Series Analysis

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-05-19 View6

Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-05-07 View15

Personalized Initial Dosage Recommender System for Hyperthyroidism Patients Using Deep Survival Analysis

Cho, Jaehun , Kam, Seungsu , Shin, Kyubo , Moon, Jae Hoon , Kim, Sungil

Conference Paper Issue Date2024-05-03 View6

Assessing User Retention of Upgradable Home Appliances: Survival Analysis

Cho, Hyejin , Kam, Seungsu , Hur, Chanbeom , Kim, Sungil

Conference Paper Issue Date2024-05-02 View7

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

Oh, YongKyung , Kim, Sungil

Article Issue Date2024-05 View22

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 View18

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 View7

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 View30

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

Lim, Dong-Young , Sabanis, Sotirios

Article Issue Date2024-04 View13

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 View13

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 View18

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 View24

Invertible Solution of Neural Differential Equations for Analysis of Irregularly-Sampled Time Series

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-02-26 View19

Fair Sampling in Diffusion Models through Switching Mechanism

Choi, Yujin , Park, Jinseong , Kim, Hoki , Lee, Jaewook , Park, Saerom

Conference Paper Issue Date2024-02-22 View17

Mixed-Effects Contextual Bandits

Lee, Kyungbok , Paik, Myunghee Cho , Oh, Min-hwan , Kim, Gi-Soo

Conference Paper Issue Date2024-02-22 View12

Enhancing Astronomical time series Classification with Neural Stochastic Differential Equations under Irregular Observations

Oh, YongKyung , Kam, Seungsu , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-02-20 View13

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