Heonho Kim

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
DFPM: Damped window-based flexible periodic pattern analysis on the time-decaying model.
Future Gener. Comput. Syst.
Hanju Kim, Myungha Cho, Taewoong Ryu, Seungwan Park, Doyoon Kim, Doyoung Kim, Hyeonmo Kim, Heonho Kim, Unil Yun
2026 J jnl
Damped window based high occupancy pattern mining with one scanning of data streams.
Eng. Appl. Artif. Intell.
Myungha Cho, Hanju Kim, Hyeonmo Kim, Taewoong Ryu, Chanhee Lee, Heonho Kim, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
2025 J jnl
Efficient mining of incremental high utility patterns with negative unit profits over all the accumulated stream data.
Knowl. Based Syst.
Doyoung Kim, Heonho Kim, Seungwan Park, Hanju Kim, Myungha Cho, Seongbin Park, Taewoong Ryu, Chanhee Lee, Hyeonmo Kim, Unil Yun
2025 J jnl
Pre-Eminent Utility Driven Data Analytics Based on Prelarge Patterns for Dynamic Transaction Deletion in IoT Environments.
IEEE Internet Things J.
Doyoung Kim, Seungwan Park, Heonho Kim, Chanhee Lee, Hanju Kim, Myungha Cho, Seongbin Park, Unil Yun
2025 J jnl
Regularity-driven pattern extraction and analysis approach by the pre-pruning technique without pattern loss.
Future Gener. Comput. Syst.
Heonho Kim, Hanju Kim, Myungha Cho, Taewoong Ryu, Chanhee Lee, Unil Yun
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
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
2023 J jnl
An advanced approach for incremental flexible periodic pattern mining on time-series data.
Expert Syst. Appl.
Hyeonmo Kim, Heonho Kim, Sinyoung Kim, Hanju Kim, Myungha Cho, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
2023 J jnl
Pre-large based high utility pattern mining for transaction insertions in incremental database.
Knowl. Based Syst.
Hyeonmo Kim, Chanhee Lee, Taewoong Ryu, Heonho Kim, Sinyoung Kim, Bay Vo, Jerry Chun-Wei Lin, 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
2022 J jnl
EHMIN: Efficient approach of list based high-utility pattern mining with negative unit profits.
Expert Syst. Appl.
Heonho Kim, Taewoong Ryu, Chanhee Lee, Hyeonmo Kim, Eunchul Yoon, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
2022 J jnl
Efficient approach of sliding window-based high average-utility pattern mining with list structures.
Knowl. Based Syst.
Chanhee Lee, Taewoong Ryu, Hyeonmo Kim, Heonho Kim, Bay Vo, Jerry Chun-Wei Lin, 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
Periodicity-Oriented Data Analytics on Time-Series Data for Intelligence System.
IEEE Syst. J.
Heonho Kim, Unil Yun, Bay Vo, Jerry Chun-Wei Lin, Witold Pedrycz
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
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