Heonho Kim

According to our database, Heonho Kim authored at least 19 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

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

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., July, 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, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun

IEEE Trans. Syst. Man Cybern. Syst., February, 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

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

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, Unil Yun

Knowl. Inf. Syst., October, 2024

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., November, 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

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

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

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

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

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

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

Approximate high utility itemset mining in noisy environments.

Yoonji Baek, Unil Yun, Heonho Kim, Jongseong Kim, Bay Vo, Tin C. Truong, Zhi-Hong Deng

Knowl. Based Syst., 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

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

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

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