Jaesung Lee

Jaesung Lee

Chung-Ang University

H-index: 17

Asia-South Korea

About Jaesung Lee

Jaesung Lee, With an exceptional h-index of 17 and a recent h-index of 14 (since 2020), a distinguished researcher at Chung-Ang University, specializes in the field of Automated Machine Learning, Model Selection, Feature Engineering, Multi-label Learning, Multi-label Feature Selection.

His recent articles reflect a diverse array of research interests and contributions to the field:

Effective music skip prediction based on late fusion architecture for user-interaction noise

Neural network application for assessing thyroid-associated orbitopathy activity using orbital computed tomography

Effective Exploitation of Macroeconomic Indicators for Stock Direction Classification Using the Multimodal Fusion Transformer

Efficient Human Activity Recognition using Lookup Table-based Neural Architecture Search for Mobile Devices

Analysis of ultrasonographic images using a deep learning-based model as ancillary diagnostic tool for diagnosing gallbladder polyps

Cost-constrained Group Feature Selection using Information Theory

Hypert: Hypernymy-aware BERT with Hearst Pattern Exploitation for Hypernym Discovery

Effective encoder-decoder neural network for segmentation of orbital tissue in computed tomography images of Graves’ orbitopathy patients

Jaesung Lee Information

University

Position

School of Artificial Intelligence

Citations(all)

1495

Citations(since 2020)

1069

Cited By

869

hIndex(all)

17

hIndex(since 2020)

14

i10Index(all)

23

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Jaesung Lee Skills & Research Interests

Automated Machine Learning

Model Selection

Feature Engineering

Multi-label Learning

Multi-label Feature Selection

Top articles of Jaesung Lee

Title

Journal

Author(s)

Publication Date

Effective music skip prediction based on late fusion architecture for user-interaction noise

Expert Systems with Applications

Sanghyung Jin

Jaesung Lee

2024/3/15

Neural network application for assessing thyroid-associated orbitopathy activity using orbital computed tomography

Scientific Reports

Jaesung Lee

Sanghyuk Lee

Won Jun Lee

Nam Ju Moon

Jeong Kyu Lee

2023/8/11

Effective Exploitation of Macroeconomic Indicators for Stock Direction Classification Using the Multimodal Fusion Transformer

IEEE Access

Tae-Won Lee

Paweł Teisseyre

Jaesung Lee

2023/1

Efficient Human Activity Recognition using Lookup Table-based Neural Architecture Search for Mobile Devices

IEEE Access

Won-Seon Lim

Wangduk Seo

Dae-Won Kim

Jaesung Lee

2023/7/12

Analysis of ultrasonographic images using a deep learning-based model as ancillary diagnostic tool for diagnosing gallbladder polyps

Digestive and Liver Disease

Jin Ho Choi

Jaesung Lee

Sang Hyub Lee

Sanghyuck Lee

A-Seong Moon

...

2023/12/1

Cost-constrained Group Feature Selection using Information Theory

20th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2023)

Tomasz Klonecki

Paweł Teisseyre

Jaesung Lee

2023/6

Hypert: Hypernymy-aware BERT with Hearst Pattern Exploitation for Hypernym Discovery

Journal of Big Data

Geonil Yun

Yongjae Lee

A-Seoung Moon

Jaesung Lee

2023/9/12

Effective encoder-decoder neural network for segmentation of orbital tissue in computed tomography images of Graves’ orbitopathy patients

PLoS One

Seung Hyeun Lee

Sanghyuck Lee

Jaesung Lee

Jeong Kyu Lee

Nam Ju Moon

2023/5/10

GTSNet: Flexible Architecture under Budget Constraint for Real-Time Human Activity Recognition from Wearable Sensor

Engineering Applications of Artificial Intelligence

Jaegyun Park

Won-Seon Lim

Dae-Won Kim

Jaesung Lee

2023/9

Multilabel All-relevant Feature Selection using Lower Bounds of Conditional Mutual Information

Expert Systems with Applications

Paweł Teisseyre

Jaesung Lee

2023/4/15

Cost-constrained feature selection in multilabel classification using an information-theoretic approach

Pattern Recognition

Tomasz Klonecki

Paweł Teisseyre

Jaesung Lee

2023/9

딥러닝 자연어처리를 통한 판사의 인지적 과정 추론과 한국 법원 판결 예측 가능성에 관한 연구

인공지능인문학연구

박예찬, 이재성

2023/4/1

Achieving an Optimal Group Structure in a Neural Architecture Search

Electronics Letters

Wangduk Seo

Jaegyun Park

Won-Seon Lim

Dae-Won Kim

Jaesung Lee

2022/9/6

Multi-Temporal Sampling Module for Real-Time Human Activity Recognition

IEEE Access

Jaegyun Park

Won-Seon Lim

Dae-Won Kim

Jaesung Lee

2022/5/20

법원의 판단과정의 실증적 검증을 위한 폭행과 협박의 정도에 대한 한국 대법원의 판단기준 분석

인공지능인문학연구

박예찬, 이재성

2022/4/30

Effective Computer-Assisted Pronunciation Training Based on Phone-Sensitive Word Recommendation

Concurrency and Computation: Practice and Experience

Jinhyuk Jo

Song Ko

Dae-Won Kim

Jaesung Lee

2021/1/25

Toward a Fair Evaluation and Analysis of Feature Selection for Music Tag Classification

IEEE Access

Jonghoon Chae

Sung-Hyun Cho

Jaegyun Park

Dae-Won Kim

Jaesung Lee

2021/11/8

Multi-Population Genetic Algorithm for Multilabel Feature Selection Based on Label Complementary Communication

Entropy

Jaegyun Park

Min-Woo Park

Dae-Won Kim

Jaesung Lee

2020/8/10

Multilabel naïve Bayes classification considering label dependence

Pattern Recognition Letters

Hae-Cheon Kim

Jin-Hyeong Park

Dae-Won Kim

Jaesung Lee

2020/8

See List of Professors in Jaesung Lee University(Chung-Ang University)

Co-Authors

academic-engine