Hyuk-Yoon Kwon

According to our database, Hyuk-Yoon Kwon authored at least 43 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SaaN 2L-GRL: Two-Level Graph Representation Learning Empowered With Subgraph-as-a-Node.

Jeongha Park, Bo-Young Lim, Kisung Lee, Hyuk-Yoon Kwon

IEEE Trans. Knowl. Data Eng., December, 2024

Analyzing user reactions using relevance between location information of tweets and news articles.

Yun-Tae Jin, Jaebeom You, Shoko Wakamiya, Hyuk-Yoon Kwon

EPJ Data Sci., December, 2024

Learning With Correlation-Guided Attention for Multienergy Consumption Forecasting.

Jong Seong Park, Jeongha Park, Jihyeok Choi, Hyuk-Yoon Kwon

IEEE Trans. Ind. Informatics, November, 2024

Self-Training of Cyber-Threat Classification Model With Threat-Payload Centric Augmentation.

Jae-Yeol Kim, Hyuk-Yoon Kwon

IEEE Trans. Ind. Informatics, October, 2024

ARGo: augmented reality-based mobile Go stone collision game.

Dohui Lee, Sohyun Won, Jiwon Kim, Hyuk-Yoon Kwon

Virtual Real., March, 2024

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

Jaebeom You, Kisung Lee, Hyuk-Yoon Kwon

Data Knowl. Eng., January, 2024

PV2DOC: Converting the presentation video into the summarized document.

Won-Ryeol Jeong, Seung-Kyu Hong, Hyuk-Yoon Kwon

SoftwareX, 2024

Enhancing performance of transformer-based models in natural language understanding through word importance embedding.

Seung-Kyu Hong, Jae-Seok Jang, Hyuk-Yoon Kwon

Knowl. Based Syst., 2024

Attention-based speech feature transfer between speakers.

Hangbok Lee, Minjae Cho, Hyuk-Yoon Kwon

Frontiers Artif. Intell., 2024

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

Jeonghwan Im, Jaekyu Lee, Somin Lee, Hyuk-Yoon Kwon

Frontiers Big Data, 2024

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

Taehee Kim, Jae-Seok Jang, Hyuk-Yoon Kwon

Appl. Soft Comput., 2024

2023

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

Min-Seon Kim, Bo-Young Lim, Hansub Shin, Hyuk-Yoon Kwon

Inf. Sci., June, 2023

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

Saba Batool, Junaid Rashid, Muhammad Wasif Nisar, Jungeun Kim, Hyuk-Yoon Kwon, Amir Hussain

Educ. Inf. Technol., January, 2023

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

Jae-Seok Jang, Hyuk-Yoon Kwon

Comput. Syst. Sci. Eng., 2023

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

Taehee Kim, Hyuk-Yoon Kwon

CoRR, 2023

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

Jeongha Park, Kisung Lee, Hyuk-Yoon Kwon

Proceedings of the IEEE International Conference on Data Mining, 2023

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

Jihoon Moon, Hyuk-Yoon Kwon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022

A comparative experimental study of distributed storage engines for big spatial data processing using GeoSpark.

Hansub Shin, Kisung Lee, Hyuk-Yoon Kwon

J. Supercomput., 2022

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

Gangmin Park, Yong Seok Heo, Kisung Lee, Hyuk-Yoon Kwon

J. Supercomput., 2022

Effective Model Update for Adaptive Classification of Text Streams in a Distributed Learning Environment.

Min-Seon Kim, Bo-Young Lim, Kisung Lee, Hyuk-Yoon Kwon

Sensors, 2022

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

Jeongha Park, Hyuk-Yoon Kwon

ICT Express, 2022

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

Jae-Yeol Kim, Hyuk-Yoon Kwon

Comput. Secur., 2022

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

Gang-Min Park, Hye-In Hyun, Hyuk-Yoon Kwon

Appl. Soft Comput., 2022

TPC-C Benchmarking for ElasticSearch.

Jaekyu Lee, Hyuk-Yoon Kwon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

Distributed Classification Model of Streaming Tweets based on Dynamic Model Update.

Min-Seon Kim, Hyuk-Yoon Kwon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021

Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model.

Tahira Nazir, Marriam Nawaz, Junaid Rashid, Rabbia Mahum, Momina Masood, Awais Mehmood, Farooq Ali, Jungeun Kim, Hyuk-Yoon Kwon, Amir Hussain

Sensors, 2021

A Complete and Fast Scraping Method for Collecting Tweets.

Jaebeom You, Jaekyu Lee, Hyuk-Yoon Kwon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

Trade-Off Analysis Between Parallelism and Accuracy of SLIC on Apache Spark.

Gang-Min Park, Yong Seok Heo, Hyuk-Yoon Kwon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2020

Weakly Supervised Learning for Judging the Credibility of Movie Reviews.

Hansub Shin, Hyuk-Yoon Kwon

CoRR, 2020

Redundancy Analysis and Elimination on Access Patterns of the Windows Applications Based on I/O Log Data.

Jun-Ha Lee, Hyuk-Yoon Kwon

IEEE Access, 2020

Performance Evaluation of Spatial Data Management Systems Using GeoSpark.

Hansub Shin, Kisung Lee, Hyuk-Yoon Kwon

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019

Correction to: Two-dimensional indexing to provide one-integrated-memory view of distributed memory for a massively-parallel search engine.

Tae-Seob Yun, Kyu-Young Whang, Hyuk-Yoon Kwon, Jun-Sung Kim, Il-Yeol Song

World Wide Web, 2019

Two-dimensional indexing to provide one-integrated-memory view of distributed memory for a massively-parallel search engine.

Tae-Seob Yun, Kyu-Young Whang, Hyuk-Yoon Kwon, Jun-Sung Kim, Il-Yeol Song

World Wide Web, 2019

2017

Maximal object+: An acyclic semantic structure on the universal relation model.

In-Joong Kim, Kyu-Young Whang, Hyuk-Yoon Kwon

Data Knowl. Eng., 2017

2016

Scalable and efficient processing of top-k multiple-type integrated queries.

Hyuk-Yoon Kwon, Kyu-Young Whang

World Wide Web, 2016

PARADISE: Big data analytics using the DBMS tightly integrated with the distributed file system.

Jun-Sung Kim, Kyu-Young Whang, Hyuk-Yoon Kwon, Il-Yeol Song

World Wide Web, 2016

2015

G-Index Model: A generic model of index schemes for top-k spatial-keyword queries.

Hyuk-Yoon Kwon, Haixun Wang, Kyu-Young Whang

World Wide Web, 2015

A Full-Coverage Two-Level URL Duplication Checking Method for a High-Speed Parallel Web Crawler.

Arjumand Younus, Kyu-Young Whang, Hyuk-Yoon Kwon, Yeon-Mi Yeo

J. Inf. Sci. Eng., 2015

2014

SRT-Rank: Ranking Keyword Query Results in Relational Databases Using the Strongly Related Tree.

In-Joong Kim, Kyu-Young Whang, Hyuk-Yoon Kwon

IEICE Trans. Inf. Syst., 2014

Odysseus/DFS: Integration of DBMS and Distributed File System for Transaction Processing of Big Data.

Jun-Sung Kim, Kyu-Young Whang, Hyuk-Yoon Kwon, Il-Yeol Song

CoRR, 2014

2013

RASIM: a rank-aware separate index method for answering top-k spatial keyword queries.

Hyuk-Yoon Kwon, Kyu-Young Whang, Il-Yeol Song, Haixun Wang

World Wide Web, 2013

ODYS: an approach to building a massively-parallel search engine using a DB-IR tightly-integrated parallel DBMS for higher-level functionality.

Kyu-Young Whang, Tae-Seob Yun, Yeon-Mi Yeo, Il-Yeol Song, Hyuk-Yoon Kwon, In-Joong Kim

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

2012

ODYS: A Massively-Parallel Search Engine Using a DB-IR Tightly-Integrated Parallel DBMS

Kyu-Young Whang, Tae-Seob Yun, Yeon-Mi Yeo, Il-Yeol Song, Hyuk-Yoon Kwon, In-Joong Kim

CoRR, 2012