Generating Labeled Multiple Attribute Trajectory Data With Selective Partial Anonymization Based on Exceptional Conditional Generative Adversarial Network.

[BibT_eX]

[DOI]

Yeji Song

Jihwan Shin

Jinhyun Ahn

Taewhi Lee

Dong-Hyuk Im

IEEE Access, 2023

TK-BERT: Effective Model of Language Representation using Topic-based Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Ubiquitous Information Management and Communication, 2023

A Framework for Learned Approximate Query Processing for Tabular Data with Trajectory.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Towards Better Time-series Data Augmentation for Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Except-Condition Generative Adversarial Network for Generating Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2023

Privacy-preserving Approximate Query Processing with Differentially Private Generative Models.

[BibT_eX]

[DOI]

Jiwon Ock

Taewhi Lee

Seongmin Kim

Proceedings of the IEEE International Conference on Big Data, 2023

Learning for Spatio-temporal and Relational Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

TCAC-GAN: Synthetic Trajectory Generation Model Using Auxiliary Classifier Generative Adversarial Networks for Improved Protection of Trajectory Data.

[BibT_eX]

[DOI]

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

2022

Designing ML-based Approximate Query Processing Services on Time-Varying Large Dataset for Distributed Systems.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Exploiting Heterogeneous Monitoring Data for Spatiotemporal Algal Bloom Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

An Efficient Data Analysis For Edge-Enabled Distributed Environments using Tractable Probabilistic Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Exploiting Machine Learning Models for Approximate Query Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2020

Enhancing Prediction of Chlorophyll-a Concentration with Feature Extraction using Higher-Order Partial Least Squares.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2017

A dynamic and parallel approach for repetitive prime labeling of XML with MapReduce.

[BibT_eX]

[DOI]

J. Supercomput., 2017

2016

Partial Materialization for Data Integration in SQL-on-Hadoop Engines.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on IT Convergence and Security, 2016

Parallel Prime Number Labeling of Large XML Data Using MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on IT Convergence and Security, 2016

Sweet KIWI: Statistics-Driven OLAP Acceleration using Query Column Sets.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

Flying KIWI: Design of Approximate Query Processing Engine for Interactive Data Analytics at Scale.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Big Data Applications and Services, 2015

2014

Join processing with threshold-based filtering in MapReduce.

[BibT_eX]

[DOI]

Taewhi Lee

Hye-Chan Bae

Hyoung-Joo Kim

J. Supercomput., 2014

A parallel tag affinity computation for social tagging systems using MapReduce.

[BibT_eX]

[DOI]

Hyunwoo Kim

Taewhi Lee

Hyoung-Joo Kim

Int. J. Big Data Intell., 2014

2012

Join processing using Bloom filter in MapReduce.

[BibT_eX]

[DOI]

Taewhi Lee

Kisung Kim

Hyoung-Joo Kim

Proceedings of the Research in Applied Computation Symposium, 2012

Taewhi Lee

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