Concepedia

Heeyoung Kim

HK

43

Publications

2.6K

Citations

24

H-Index

2008

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Institute for Basic Science

Samsung (South Korea)

Samsung SDS (South Korea)

Daejeon University

Heeyoung Kim is an author at Korea Advanced Institute of Science and Technology specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionChemistryData MiningDeep LearningMaterial ScienceKnowledge Discovery

Publications per year

2008–2024

43

Publications

43

A new metric of absolute percentage error for intermittent demand forecasts

Sung‐Il Kim, Heeyoung Kim · International Journal of Forecasting · 2016 · 1.1K citations · Full text

Forecasting Methodology, Engineering, Measurement +27

Classification of Mixed-Type Defect Patterns in Wafer Bin Maps Using Convolutional Neural Networks

Kiryong Kyeong, Heeyoung Kim · IEEE Transactions on Semiconductor Manufacturing · 2018 · 220 citations

Convolutional Neural Network, Engineering, Image Analysis +14

Detection and clustering of mixed-type defect patterns in wafer bin maps

Jin-Ho Kim, Youngmin Lee, Heeyoung Kim · IISE Transactions · 2017 · 85 citations

Engineering, Mining Methods, Data Science +11

Patch Array Antenna Using a Dual Coupled Feeding Structure for 79 GHz Automotive Radar Applications

Sungjun Yoo, Yaroslav Milyakh, Heeyoung Kim et al. · IEEE Antennas and Wireless Propagation Letters · 2020 · 79 citations

Engineering, Antenna, Microwave Antenna +5

Fault Classification in High-Dimensional Complex Processes Using Semi-Supervised Deep Convolutional Generative Models

Tae-young Ko, Heeyoung Kim · IEEE Transactions on Industrial Informatics · 2019 · 76 citations

Artificial Intelligence, Fault Diagnosis, Engineering +17

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