Yoonji Baek

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Uncertainty Oriented-Incremental Erasable Pattern Mining Over Data Streams.
IEEE Trans. Syst. Man Cybern. Syst.
Hanju Kim, Myungha Cho, Hyeonmo Kim, Yoonji Baek, Chanhee Lee, Taewoong Ryu, Heonho Kim, Seungwan Park, Doyoon Kim, Doyoung Kim, Sinyoung Kim, Bay Vo, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun
2025 J jnl
Uncertainty-Driven Pattern Mining on Incremental Data for Stream Analyzing Service.
IEEE Trans. Serv. Comput.
Myungha Cho, Hanju Kim, Yoonji Baek, Seungwan Park, Doyoon Kim, Doyoung Kim, Chanhee Lee, Bay Vo, Witold Pedrycz, Unil Yun
2024 J jnl
Advanced incremental erasable pattern mining from the time-sensitive data stream.
Knowl. Based Syst.
Hanju Kim, Myungha Cho, Hyoju Nam, Yoonji Baek, Seungwan Park, Doyoon Kim, Bay Vo, Unil Yun
2024 J jnl
An efficient approach for incremental erasable utility pattern mining from non-binary data.
Knowl. Inf. Syst.
Yoonji Baek, Hanju Kim, Myungha Cho, Hyeonmo Kim, Chanhee Lee, Taewoong Ryu, Heonho Kim, Bay Vo, Vincent W. Gan, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun
2022 J jnl
Advanced uncertainty based approach for discovering erasable product patterns.
Knowl. Based Syst.
Chanhee Lee, Yoonji Baek, Jerry Chun-Wei Lin, Tin C. Truong, Unil Yun
2022 J jnl
An efficient approach for mining maximized erasable utility patterns.
Inf. Sci.
Chanhee Lee, Yoonji Baek, Taewoong Ryu, Hyeonmo Kim, Heonho Kim, Jerry Chun-Wei Lin, Bay Vo, Unil Yun
2021 J jnl
Approximate high utility itemset mining in noisy environments.
Knowl. Based Syst.
Yoonji Baek, Unil Yun, Heonho Kim, Jongseong Kim, Bay Vo, Tin C. Truong, Zhi-Hong Deng
2021 J jnl
Damped sliding based utility oriented pattern mining over stream data.
Knowl. Based Syst.
Heonho Kim, Unil Yun, Yoonji Baek, Hyunsoo Kim, Hyoju Nam, Jerry Chun-Wei Lin, Philippe Fournier-Viger
2021 J jnl
Efficient list based mining of high average utility patterns with maximum average pruning strategies.
Inf. Sci.
Heonho Kim, Unil Yun, Yoonji Baek, Jongseong Kim, Bay Vo, Eunchul Yoon, Hamido Fujita
2021 J jnl
Prelarge-Based Utility-Oriented Data Analytics for Transaction Modifications in Internet of Things.
IEEE Internet Things J.
Unil Yun, Heonho Kim, Taewoong Ryu, Yoonji Baek, Hyoju Nam, Judae Lee, Bay Vo, Witold Pedrycz
2021 J jnl
RHUPS: Mining Recent High Utility Patterns with Sliding Window-based Arrival Time Control over Data Streams.
ACM Trans. Intell. Syst. Technol.
Yoonji Baek, Unil Yun, Heonho Kim, Hyoju Nam, Hyunsoo Kim, Jerry Chun-Wei Lin, Bay Vo, Witold Pedrycz
2020 J jnl
Efficient transaction deleting approach of pre-large based high utility pattern mining in dynamic databases.
Future Gener. Comput. Syst.
Unil Yun, Hyoju Nam, Jongseong Kim, Heonho Kim, Yoonji Baek, Judae Lee, Eunchul Yoon, Tin C. Truong, Bay Vo, Witold Pedrycz
2020 J jnl
Efficiently mining erasable stream patterns for intelligent systems over uncertain data.
Int. J. Intell. Syst.
Yoonji Baek, Unil Yun, Jerry Chun-Wei Lin, Eunchul Yoon, Hamido Fujita
2020 J jnl
Erasable pattern mining based on tree structures with damped window over data streams.
Eng. Appl. Artif. Intell.
Yoonji Baek, Unil Yun, Heonho Kim, Hyoju Nam, Gangin Lee, Eunchul Yoon, Bay Vo, Jerry Chun-Wei Lin
2020 J jnl
Uncertainty-Based Pattern Mining for Maximizing Profit of Manufacturing Plants With List Structure.
IEEE Trans. Ind. Electron.
Yoonji Baek, Unil Yun, Eunchul Yoon, Philippe Fournier-Viger