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Yoonji Baek

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affiliation: Sejong University, Seoul, South Korea

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2020 – today

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2024
[j13]
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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:
An efficient approach for incremental erasable utility pattern mining from non-binary data. Knowl. Inf. Syst. 66(10): 5919-5958 (2024)
[j12]
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Hanju Kim, Myungha Cho, Hyoju Nam, Yoonji Baek, Seungwan Park, Doyoon Kim, Bay Vo, Unil Yun:
Advanced incremental erasable pattern mining from the time-sensitive data stream. Knowl. Based Syst. 299: 112001 (2024)
2022
[j11]
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Chanhee Lee, Yoonji Baek, Taewoong Ryu, Hyeonmo Kim, Heonho Kim, Jerry Chun-Wei Lin, Bay Vo, Unil Yun:
An efficient approach for mining maximized erasable utility patterns. Inf. Sci. 609: 1288-1308 (2022)
[j10]
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Chanhee Lee, Yoonji Baek, Jerry Chun-Wei Lin, Tin C. Truong, Unil Yun:
Advanced uncertainty based approach for discovering erasable product patterns. Knowl. Based Syst. 241: 108134 (2022)
2021
[j9]
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Unil Yun, Heonho Kim, Taewoong Ryu, Yoonji Baek, Hyoju Nam, Judae Lee, Bay Vo, Witold Pedrycz:
Prelarge-Based Utility-Oriented Data Analytics for Transaction Modifications in Internet of Things. IEEE Internet Things J. 8(24): 17333-17344 (2021)
[j8]
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Heonho Kim, Unil Yun, Yoonji Baek, Jongseong Kim, Bay Vo, Eunchul Yoon, Hamido Fujita:
Efficient list based mining of high average utility patterns with maximum average pruning strategies. Inf. Sci. 543: 85-105 (2021)
[j7]
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  - journals/kbs/BaekYKKVTD21
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Yoonji Baek, Unil Yun, Heonho Kim, Jongseong Kim, Bay Vo, Tin C. Truong, Zhi-Hong Deng:
Approximate high utility itemset mining in noisy environments. Knowl. Based Syst. 212: 106596 (2021)
[j6]
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Heonho Kim, Unil Yun, Yoonji Baek, Hyunsoo Kim, Hyoju Nam, Jerry Chun-Wei Lin, Philippe Fournier-Viger:
Damped sliding based utility oriented pattern mining over stream data. Knowl. Based Syst. 213: 106653 (2021)
[j5]
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  - journals/tist/BaekYKNKLVP21
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Yoonji Baek, Unil Yun, Heonho Kim, Hyoju Nam, Hyunsoo Kim, Jerry Chun-Wei Lin, Bay Vo, Witold Pedrycz:
RHUPS: Mining Recent High Utility Patterns with Sliding Window-based Arrival Time Control over Data Streams. ACM Trans. Intell. Syst. Technol. 12(2): 16:1-16:27 (2021)
2020
[j4]
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  - journals/eaai/BaekYKNLYVL20
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Yoonji Baek, Unil Yun, Heonho Kim, Hyoju Nam, Gangin Lee, Eunchul Yoon, Bay Vo, Jerry Chun-Wei Lin:
Erasable pattern mining based on tree structures with damped window over data streams. Eng. Appl. Artif. Intell. 94: 103735 (2020)
[j3]
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  - journals/fgcs/YunNKKBLYTVP20
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Unil Yun, Hyoju Nam, Jongseong Kim, Heonho Kim, Yoonji Baek, Judae Lee, Eunchul Yoon, Tin C. Truong, Bay Vo, Witold Pedrycz:
Efficient transaction deleting approach of pre-large based high utility pattern mining in dynamic databases. Future Gener. Comput. Syst. 103: 58-78 (2020)
[j2]
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  - journals/ijis/BaekYLYF20
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Yoonji Baek, Unil Yun, Jerry Chun-Wei Lin, Eunchul Yoon, Hamido Fujita:
Efficiently mining erasable stream patterns for intelligent systems over uncertain data. Int. J. Intell. Syst. 35(11): 1699-1734 (2020)
[j1]
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  - journals/tie/BaekYYF20
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Yoonji Baek, Unil Yun, Eunchul Yoon, Philippe Fournier-Viger:
Uncertainty-Based Pattern Mining for Maximizing Profit of Manufacturing Plants With List Structure. IEEE Trans. Ind. Electron. 67(11): 9914-9926 (2020)

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