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)

Efficient approach for mining high-utility patterns on incremental databases with dynamic profits. - Sinyoung Kim; Hanju Kim; Myungha Cho; Hyeonmo Kim; Bay Vo; Jerry Chun-Wei Lin; Unil Yun (Knowl. Based Syst., 2023)

Incremental Top-k High Utility Pattern Mining and Analyzing Over the Entire Accumulated Dynamic Database. - Chanhee Lee; Hanju Kim; Myungha Cho; Hyeonmo Kim; Bay Vo; Jerry Chun-Wei Lin; Philippe Fournier-Viger; Unil Yun (IEEE Access, 2024)

Advanced approach for mining utility occupancy patterns in incremental environment. - Myungha Cho; Hanju Kim; Seungwan Park; Doyoung Kim; Doyoon Kim; Unil Yun (Knowl. Based Syst., 2024)

Advanced incremental erasable pattern mining from the time-sensitive data stream. - Hanju Kim; Myungha Cho; Hyoju Nam; Yoonji Baek; Seungwan Park; Doyoon Kim; Bay Vo; Unil Yun (Knowl. Based Syst., 2024)

Efficient approach of high average utility pattern mining with indexed list-based structure in dynamic environments. - Hyeonmo Kim; Hanju Kim; Myungha Cho; Bay Vo; Jerry Chun-Wei Lin; Hamido Fujita; Unil Yun (Inf. Sci., 2024)

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)

Approximate erasable pattern discovery and analytics on stream data. - Seungwan Park; Hyunsoo Kim; Hanju Kim; Myungha Cho; Doyoung Kim; Doyoon Kim; Unil Yun (Knowl. Based Syst., 2025)

Uncertainty-Driven Pattern Mining on Incremental Data for Stream Analyzing Service. - Myungha Cho; Hanju Kim; Yoonji Baek; Seungwan Park; Doyoon Kim; Doyoung Kim; Chanhee Lee; Bay Vo; Witold Pedrycz; Unil Yun (IEEE Trans. Serv. Comput., 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)

Damped weighted erasable itemset mining with time sensitive dynamic environments. - Hanju Kim; Myungha Cho; Seungwan Park; Doyoung Kim; Doyoon Kim; Unil Yun (J. Big Data, 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)