Byung-Won On

About Byung-Won On

Byung-Won On, With an exceptional h-index of 23 and a recent h-index of 13 (since 2020), a distinguished researcher at Kunsan National University, specializes in the field of Text Mining, Big Data, Machine Learning, Artificial Intelligence.

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

Two-step Automated Cybercrime Coded Word Detection using Multi-level Representation Learning

Learning Cluster Patterns for Abstractive Summarization

A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT

A Pooled RNN-based Deep Learning Model based on Data Augmentation for Clickbait Detection

Improved Sensor Filtering Method for Sensor Registry System

DeepRide: Dashcam Video Description Dataset for Autonomous Vehicle Location-Aware Trip Description

센서 레지스트리 시스템을 위한 개선된 센서 필터링 기법

QSOD: Hybrid policy gradient for deep multi-agent reinforcement learning

Byung-Won On Information

University

Position

Department of Software Convergence Engineering

Citations(all)

2539

Citations(since 2020)

1492

Cited By

1333

hIndex(all)

23

hIndex(since 2020)

13

i10Index(all)

38

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Byung-Won On Skills & Research Interests

Text Mining

Big Data

Machine Learning

Artificial Intelligence

Top articles of Byung-Won On

Title

Journal

Author(s)

Publication Date

Two-step Automated Cybercrime Coded Word Detection using Multi-level Representation Learning

arXiv preprint arXiv:2403.10838

Yongyeon Kim

Byung-Won On

Ingyu Lee

2024/3/16

Learning Cluster Patterns for Abstractive Summarization

IEEE Access

Sung-Guk Jo

Seung-Hyeok Park

Jeong-Jae Kim

Byung-Won On

2023/12/25

A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT

Youbin Lee

Deokgi Kim

Byung-Won On

Ingyu Lee

2023/7

A Pooled RNN-based Deep Learning Model based on Data Augmentation for Clickbait Detection

한국정보기술학회논문지

Jeong-Jae Kim

Sang-Min Park

Byung-Won On

2023/4

Improved Sensor Filtering Method for Sensor Registry System

한국정보통신학회논문지

Haotian Chen

Hyunjun Jung

Sukhoon Lee

Byung-Won On

Dongwon Jeong

2022/1

DeepRide: Dashcam Video Description Dataset for Autonomous Vehicle Location-Aware Trip Description

IEEE Access

Ghazala Rafiq

Muhammad Rafiq

Byung-Won On

Mankyu Sung

Gyu Sang Choi

2022/10/6

센서 레지스트리 시스템을 위한 개선된 센서 필터링 기법

한국정보통신학회논문지

Haotian Chen

Hyunjun Jung

Sukhoon Lee

Byung-Won On

Dongwon Jeong

2022

QSOD: Hybrid policy gradient for deep multi-agent reinforcement learning

IEEE Access

Hafiz Muhammad Raza Ur Rehman

Byung-Won On

Devarani Devi Ningombam

Sungwon Yi

Gyu Sang Choi

2021/9/16

High-quality train data generation for deep learning-based web page classification models

IEEE Access

Jeong-Jae Kim

Byung-Won On

Ingyu Lee

2021/6/4

LSTM-Based Path Prediction for Effective Sensor Filtering in Sensor Registry System

Sensors

Haotian Chen

Sukhoon Lee

Byung-Won On

Dongwon Jeong

2021/12/3

Classification of β-Thalassemia Carriers From Red Blood Cell Indices Using Ensemble Classifier

IEEE access

Saima Sadiq

Muhammad Usman Khalid

Saleem Ullah

Waqar Aslam

Arif Mehmood

...

2021/3/17

A text GAN framework for creative essay recommendation

Knowledge-Based Systems

Guoxi Liang

Byung-Won On

Dongwon Jeong

Ali Asghar Heidari

Hyun-Chul Kim

...

2021/11/28

Aggression detection through deep neural model on twitter

Future Generation Computer Systems

Saima Sadiq

Arif Mehmood

Saleem Ullah

Maqsood Ahmad

Gyu Sang Choi

...

2021/1/1

Efficient sentiment-aware Web crawling methods for constructing sentiment dictionary

IEEE Access

Byung-Won On

Jun-Young Jo

Hyunkwang Shin

Jangwon Gim

Gyu Sang Choi

...

2021/11/18

LSTM-based Model for Effective Sensor Filtering in Sensor Registry System

한국정보통신학회 종합학술대회 논문집

Haotian Chen

Hyunjun Jung

Sukhoon Lee

Byung-Won On

Dongwon Jeong

2021/10

Operating method for non-volatile memory

2020/2/18

Fake news stance detection using deep learning architecture (CNN-LSTM)

IEEE Access

Muhammad Umer

Zainab Imtiaz

Saleem Ullah

Arif Mehmood

Gyu Sang Choi

...

2020/8/26

An Advanced Reversible Data Hiding Algorithm Using Local Similarity, Curved Surface Characteristics, and Edge Characteristics in Images

Applied Sciences

Soo-Mok Jung

Byung-Won On

2020/1/24

Predicting pulsar stars using a random tree boosting voting classifier (RTB-VC)

Astronomy and Computing

Furqan Rustam

Arif Mehmood

Saleem Ullah

Muhammad Ahmad

D Muhammad Khan

...

2020/7/1

Topic word embedding-based methods for automatically extracting main aspects from product reviews

Applied Sciences

Sang-Min Park

Sung Joon Lee

Byung-Won On

2020/5/31

See List of Professors in Byung-Won On University(Kunsan National University)