Taewhi Lee

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Trajectory Data

Partial Least Squares

Approximate Query Processing

Tagging Systems

Top Venues

J. Supercomput.

Publications

Jihwan Shin, Yeji Song, Yoo-Young Cheong, Jinhyun Ahn, Taewhi Lee, Dong-Hyuk Im
Advanced Trajectory Privacy Protection with Attention Mechanism and Auxiliary Classifier Generative Adversarial Networks. ICOIN (2024)
Jiwon Ock, Taewhi Lee, Seongmin Kim
Privacy-preserving Approximate Query Processing with Differentially Private Generative Models. BigData (2023)
Chanwook Min, Jinhyun Ahn, Taewhi Lee, Dong-Hyuk Im
TK-BERT: Effective Model of Language Representation using Topic-based Knowledge Graphs. IMCOM (2023)
Kihyuk Nam, Taewhi Lee, Sung-Soo Kim, Insik Shin
Learning for Spatio-temporal and Relational Data. BigData (2023)
Yeji Song, Jihwan Shin, Jinhyun Ahn, Taewhi Lee, Dong-Hyuk Im
Except-Condition Generative Adversarial Network for Generating Trajectory Data. DEXA (2) (2023)
Jihwan Shin, Yeji Song, Jinhyun Ahn, Taewhi Lee, Dong-Hyuk Im
TCAC-GAN: Synthetic Trajectory Generation Model Using Auxiliary Classifier Generative Adversarial Networks for Improved Protection of Trajectory Data. BigComp (2023)
Yeji Song, Jihwan Shin, Jinhyun Ahn, Taewhi Lee, Dong-Hyuk Im
Generating Labeled Multiple Attribute Trajectory Data With Selective Partial Anonymization Based on Exceptional Conditional Generative Adversarial Network. IEEE Access 11 (2023)
Kihyuk Nam, Sung-Soo Kim, Choon Seo Park, Taek Yong Nam, Taewhi Lee
A Framework for Learned Approximate Query Processing for Tabular Data with Trajectory. ICTC (2023)
Jang-Ho Choi, Moonyoung Chung, Taewhi Lee, Jiyong Kim
Towards Better Time-series Data Augmentation for Contrastive Learning. ICTC (2023)
Taewhi Lee, Miyoung Jang, Jang-Ho Choi, Jongho Won, Jiyong Kim
Exploiting Heterogeneous Monitoring Data for Spatiotemporal Algal Bloom Prediction. ICAIIC (2022)
Kihyuk Nam, Taewhi Lee, Sung-Soo Kim, Choon Seo Park, Taek Yong Nam, Insik Shin
An Efficient Data Analysis For Edge-Enabled Distributed Environments using Tractable Probabilistic Models. Big Data (2022)
Taewhi Lee, Kihyuk Nam, Choon Seo Park, Sung-Soo Kim
Exploiting Machine Learning Models for Approximate Query Processing. Big Data (2022)
Kihyuk Nam, Sung-Soo Kim, Choon Seo Park, Taek Yong Nam, Taewhi Lee
Designing ML-based Approximate Query Processing Services on Time-Varying Large Dataset for Distributed Systems. ICTC (2022)
Taewhi Lee, Jang-Ho Choi, Miyoung Jang, Jongho Won, Jiyong Kim
Enhancing Prediction of Chlorophyll-a Concentration with Feature Extraction using Higher-Order Partial Least Squares. ICTC (2020)
Jinhyun Ahn, Dong-Hyuk Im, Taewhi Lee, Hong-Gee Kim
A dynamic and parallel approach for repetitive prime labeling of XML with MapReduce. J. Supercomput. 73 (2) (2017)
Taewhi Lee, Moonyoung Chung, Sung-Soo Kim, Hyewon Song, Jongho Won
Partial Materialization for Data Integration in SQL-on-Hadoop Engines. ICITCS (2016)
Sung-Soo Kim, Taewhi Lee, Moonyoung Chung, Jongho Won
Sweet KIWI: Statistics-Driven OLAP Acceleration using Query Column Sets. EDBT (2016)
Jinhyun Ahn, Dong-Hyuk Im, Taewhi Lee, Hong-Gee Kim
Parallel Prime Number Labeling of Large XML Data Using MapReduce. ICITCS (2016)
Sung-Soo Kim, Taewhi Lee, Moonyoung Chung, Jongho Won
Flying KIWI: Design of Approximate Query Processing Engine for Interactive Data Analytics at Scale. BigDAS (2015)
Hyunwoo Kim, Taewhi Lee, Hyoung-Joo Kim
A parallel tag affinity computation for social tagging systems using MapReduce. Int. J. Big Data Intell. 1 (3) (2014)
Taewhi Lee, Hye-Chan Bae, Hyoung-Joo Kim
Join processing with threshold-based filtering in MapReduce. J. Supercomput. 69 (2) (2014)
Taewhi Lee, Kisung Kim, Hyoung-Joo Kim
Join processing using Bloom filter in MapReduce. RACS (2012)