Average utility driven data analytics on damped windows for intelligent systems with data streams. - Jongseong Kim; Unil Yun; Hyunsoo Kim; Taewoong Ryu; Jerry Chun-Wei Lin; Philippe Fournier-Viger; Witold Pedrycz (Int. J. Intell. Syst., 2021)

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)

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)

Occupancy-based utility pattern mining in dynamic environments of intelligent systems. - Taewoong Ryu; Unil Yun; Chanhee Lee; Jerry Chun-Wei Lin; Witold Pedrycz (Int. J. Intell. Syst., 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)

Efficient Method for Mining High Utility Occupancy Patterns Based on Indexed List Structure. - Hyeonmo Kim; Taewoong Ryu; Chanhee Lee; Sinyoung Kim; Bay Vo; Jerry Chun-Wei Lin; Unil Yun (IEEE Access, 2023)

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)

Scalable and Efficient Approach for High Temporal Fuzzy Utility Pattern Mining. - Taewoong Ryu; Hyeonho Kim; Chanhee Lee; Heonmo Kim; Bay Vo; Jerry Chun-Wei Lin; Witold Pedrycz; Unil Yun (IEEE Trans. Cybern., 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)

Temporal fuzzy utility-based data analysis on data streams. - Hanju Kim; Myungha Cho; Seungwan Park; Doyoon Kim; Doyoung Kim; Taewoong Ryu; Chanhee Lee; Unil Yun (Expert Syst. Appl., 2025)

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)

Sliding window-based high utility occupancy pattern mining for data streams. - Seungwan Park; Taewoong Ryu; Doyoon Kim; Doyoung Kim; Hanju Kim; Myungha Cho; Unil Yun (Inf. Sci., 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)

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)