Hyuk-Yoon Kwon

About Hyuk-Yoon Kwon

Hyuk-Yoon Kwon, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Seoul National University of Science and Technology, specializes in the field of Big Data, Data-Driven AI, Distributed & Cloud Computing, Distributed & Federated Learning, Databases.

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

ARGo: augmented reality-based mobile Go stone collision game

Attention-based speech feature transfer between speakers

DeepScraper: A complete and efficient tweet scraping method using authenticated multiprocessing

Correlation-driven multi-level learning for anomaly detection on multiple energy sources

Data pipeline for real-time energy consumption data management and prediction

Educational data mining to predict students' academic performance: A survey study

Efficient ϵ-Approximate k-Flexible Aggregate Nearest Neighbor Search for Arbitrary ϵ in Road Networks

Historical credibility for movie reviews and its application to weakly supervised classification

Hyuk-Yoon Kwon Information

University

Position

Assistant Professor

Citations(all)

341

Citations(since 2020)

311

Cited By

44

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

8

i10Index(since 2020)

7

Email

University Profile Page

Seoul National University of Science and Technology

Google Scholar

View Google Scholar Profile

Hyuk-Yoon Kwon Skills & Research Interests

Big Data

Data-Driven AI

Distributed & Cloud Computing

Distributed & Federated Learning

Databases

Top articles of Hyuk-Yoon Kwon

Title

Journal

Author(s)

Publication Date

ARGo: augmented reality-based mobile Go stone collision game

Virtual Reality

Dohui Lee

Sohyun Won

Jiwon Kim

Hyuk-Yoon Kwon

2024/3

Attention-based speech feature transfer between speakers

Frontiers in Artificial Intelligence

Hangbok Lee

Minjae Cho

Hyuk-Yoon Kwon

2024/2/26

DeepScraper: A complete and efficient tweet scraping method using authenticated multiprocessing

Data & Knowledge Engineering

Jaebeom You

Kisung Lee

Hyuk-Yoon Kwon

2024/1/1

Correlation-driven multi-level learning for anomaly detection on multiple energy sources

Applied Soft Computing

Taehee Kim

Jae-Seok Jang

Hyuk-Yoon Kwon

2024/4/25

Data pipeline for real-time energy consumption data management and prediction

Frontiers in big Data

Jeonghwan Im

Jaekyu Lee

Somin Lee

Hyuk-Yoon Kwon

2024/3/13

Educational data mining to predict students' academic performance: A survey study

Education and Information Technologies

Saba Batool

Junaid Rashid

Muhammad Wasif Nisar

Jungeun Kim

Hyuk-Yoon Kwon

...

2023/1

Efficient ϵ-Approximate k-Flexible Aggregate Nearest Neighbor Search for Arbitrary ϵ in Road Networks

Electronics

Hyuk-Yoon Kwon

Jaejun Yoo

Woong-Kee Loh

2023/8/27

Historical credibility for movie reviews and its application to weakly supervised classification

Information Sciences

Min-Seon Kim

Bo-Young Lim

Han-Sub Shin

Hyuk-Yoon Kwon

2023/6/1

Correlation-Driven Multi-Level Multimodal Learning for Anomaly Detection on Multiple Energy Sources

arXiv preprint arXiv:2305.02323

Taehee Kim

Hyuk-Yoon Kwon

2023/5/1

An experimental study of animating-based facial image manipulation in online class environments

Scientific Reports

Jeong-Ha Park

Chae-Yun Lim

Hyuk-Yoon Kwon

2023/3/22

Two-Level Graph Representation Learning with Community-as-a-Node Graphs

Jeong-Ha Park

Kisung Lee

Hyuk-Yoon Kwon

2023/12/1

Auto-Labeling of Anomalies on Access Logs and Pairwise Comparison-based Validation

Jihoon Moon

Hyuk-Yoon Kwon

2023/2/13

Question-Answering Pair Matching Based on Question Classification and Ensemble Sentence Embedding.

Comput. Syst. Sci. Eng.

Jae-Seok Jang

Hyuk-Yoon Kwon

2023/9/1

TPC-C Benchmarking for ElasticSearch

JaeKyu Lee

Hyuk-Yoon Kwon

2022/1/17

Multimodal learning model based on video–audio–chat feature fusion for detecting e-sports highlights

Applied Soft Computing

Gang-Min Park

Hye-In Hyun

Hyuk-Yoon Kwon

2022/9/1

Distributed Classification Model of Streaming Tweets based on Dynamic Model Update

Min-Seon Kim

Hyuk-Yoon Kwon

2022/1/17

Threat classification model for security information event management focusing on model efficiency

Computers & Security

Jae-yeol Kim

Hyuk-Yoon Kwon

2022/9/1

Large-scale digital forensic investigation for Windows registry on Apache Spark

Plos one

Jun-Ha Lee

Hyuk-Yoon Kwon

2022/12/7

A parallel and accurate method for large-scale image segmentation on a cloud environment

The Journal of Supercomputing

Gangmin Park

Yong Seok Heo

Kisung Lee

Hyuk-Yoon Kwon

2022/2

Cyberattack detection model using community detection and text analysis on social media

ICT Express

Jeong-Ha Park

Hyuk-Yoon Kwon

2022/12/1

See List of Professors in Hyuk-Yoon Kwon University(Seoul National University of Science and Technology)

Co-Authors

H-index: 39
Il-Yeol Song

Il-Yeol Song

Drexel University

H-index: 34
Kyu-Young Whang

Kyu-Young Whang

KAIST

H-index: 22
Byung Suk Lee

Byung Suk Lee

University of Vermont

H-index: 22
Kisung Lee

Kisung Lee

Louisiana State University

H-index: 9
Arjumand Younus

Arjumand Younus

University College Dublin

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