Erasable pattern mining based on tree structures with damped window over data streams. - Yoonji Baek; Unil Yun; Heonho Kim; Hyoju Nam; Gangin Lee; Eunchul Yoon; Bay Vo; Jerry Chun-Wei Lin (Eng. Appl. Artif. Intell., 2020)

Efficient transaction deleting approach of pre-large based high utility pattern mining in dynamic databases. - Unil Yun; Hyoju Nam; Jongseong Kim; Heonho Kim; Yoonji Baek; Judae Lee; Eunchul Yoon; Tin C. Truong; Bay Vo; Witold Pedrycz (Future Gener. Comput. Syst., 2020)

Prelarge-Based Utility-Oriented Data Analytics for Transaction Modifications in Internet of Things. - Unil Yun; Heonho Kim; Taewoong Ryu; Yoonji Baek; Hyoju Nam; Judae Lee; Bay Vo; Witold Pedrycz (IEEE Internet Things J., 2021)

Efficient list based mining of high average utility patterns with maximum average pruning strategies. - Heonho Kim; Unil Yun; Yoonji Baek; Jongseong Kim; Bay Vo; Eunchul Yoon; Hamido Fujita (Inf. Sci., 2021)

Approximate high utility itemset mining in noisy environments. - Yoonji Baek; Unil Yun; Heonho Kim; Jongseong Kim; Bay Vo; Tin C. Truong; Zhi-Hong Deng 001 (Knowl. Based Syst., 2021)

Damped sliding based utility oriented pattern mining over stream data. - Heonho Kim; Unil Yun; Yoonji Baek; Hyunsoo Kim; Hyoju Nam; Jerry Chun-Wei Lin; Philippe Fournier-Viger (Knowl. Based Syst., 2021)

Periodicity-Oriented Data Analytics on Time-Series Data for Intelligence System. - Heonho Kim; Unil Yun; Bay Vo; Jerry Chun-Wei Lin; Witold Pedrycz (IEEE Syst. J., 2021)

RHUPS: Mining Recent High Utility Patterns with Sliding Window-based Arrival Time Control over Data Streams. - Yoonji Baek; Unil Yun; Heonho Kim; Hyoju Nam; Hyunsoo Kim; Jerry Chun-Wei Lin; Bay Vo; Witold Pedrycz (ACM Trans. Intell. Syst. Technol., 2021)

EHMIN: Efficient approach of list based high-utility pattern mining with negative unit profits. - Heonho Kim; Taewoong Ryu; Chanhee Lee; Hyeonmo Kim; Eunchul Yoon; Bay Vo; Jerry Chun-Wei Lin; Unil Yun (Expert Syst. Appl., 2022)

An efficient approach for mining maximized erasable utility patterns. - Chanhee Lee; Yoonji Baek; Taewoong Ryu; Hyeonmo Kim; Heonho Kim; Jerry Chun-Wei Lin; Bay Vo; Unil Yun (Inf. Sci., 2022)

Efficient approach of sliding window-based high average-utility pattern mining with list structures. - Chanhee Lee; Taewoong Ryu; Hyeonmo Kim; Heonho Kim; Bay Vo; Jerry Chun-Wei Lin; Unil Yun (Knowl. Based Syst., 2022)

Pre-large based high utility pattern mining for transaction insertions in incremental database. - Hyeonmo Kim; Chanhee Lee; Taewoong Ryu; Heonho Kim; Sinyoung Kim; Bay Vo; Jerry Chun-Wei Lin; Unil Yun (Knowl. Based Syst., 2023)

An advanced approach for incremental flexible periodic pattern mining on time-series data. - Hyeonmo Kim; Heonho Kim; Sinyoung Kim; Hanju Kim; Myungha Cho; Bay Vo; Jerry Chun-Wei Lin; Unil Yun (Expert Syst. Appl., 2023)

An efficient approach for incremental erasable utility pattern mining from non-binary data. - 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; et al. (Knowl. Inf. Syst., 2024)

Regularity-driven pattern extraction and analysis approach by the pre-pruning technique without pattern loss. - Heonho Kim; Hanju Kim; Myungha Cho; Taewoong Ryu; Chanhee Lee; Unil Yun (Future Gener. Comput. Syst., 2025)

Efficient mining of incremental high utility patterns with negative unit profits over all the accumulated stream data. - Doyoung Kim; Heonho Kim; Seungwan Park; Hanju Kim; Myungha Cho; Seongbin Park; Taewoong Ryu; Chanhee Lee; Hyeonmo Kim; Unil Yun (Knowl. Based Syst., 2025)

Uncertainty Oriented-Incremental Erasable Pattern Mining Over Data Streams. - Hanju Kim; Myungha Cho; Hyeonmo Kim; Yoonji Baek; Chanhee Lee; Taewoong Ryu; Heonho Kim; Seungwan Park; Doyoon Kim; Doyoung Kim; Sinyoung Kim; Bay Vo; et al. (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Pre-Eminent Utility Driven Data Analytics Based on Prelarge Patterns for Dynamic Transaction Deletion in IoT Environments. - Doyoung Kim; Seungwan Park; Heonho Kim; Chanhee Lee; Hanju Kim; Myungha Cho; Seongbin Park; Unil Yun (IEEE Internet Things J., 2025)

DFPM: Damped window-based flexible periodic pattern analysis on the time-decaying model. - Hanju Kim; Myungha Cho; Taewoong Ryu; Seungwan Park; Doyoon Kim; Doyoung Kim; Hyeonmo Kim; Heonho Kim; Unil Yun (Future Gener. Comput. Syst., 2026)