Jeong-Hun Kim — accepted AI-conference papers

2024

Solar Power Generation Forecasting via Multimodal Feature Fusion (Student Abstract)

Eul Ka, Seungeun Go, Minjin Kwak, Jeong-Hun Kim, Aziz Nasridinov

AAAI 2024technical

Solar power generation has recently been in the spotlight as global warming continues to worsen. However, two significant problems may hinder solar power generation, considering that solar panels are installed outside. The first is soiling, which accumulates on solar panels, and the second is a decr…

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2023

Incremental Density-Based Clustering with Grid Partitioning (Student Abstract)

Jeong-Hun Kim, Tserenpurev Chuluunsaikhan, Jong-Hyeok Choi, Aziz Nasridinov

AAAI 2023technical

DBSCAN is widely used in various fields, but it requires computational costs similar to those of re-clustering from scratch to update clusters when new data is inserted. To solve this, we propose an incremental density-based clustering method that rapidly updates clusters by identifying in advance r…

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