GITGAN: Generative inter-subject transfer for EEG motor imagery analysis

K Yin, EY Lim, SW Lee - Pattern Recognition, 2024 - Elsevier
Abstract Domain adaptation (DA) plays a crucial role in achieving subject-independent
performance in Brain-Computer Interface (BCI). However, previous studies have primarily …

[HTML][HTML] Improvement of DBSCAN Algorithm Based on K-Dist Graph for Adaptive Determining Parameters

L Yin, H Hu, K Li, G Zheng, Y Qu, H Chen - Electronics, 2023 - mdpi.com
For the shortcomings of an unstable clustering effect and low accuracy caused by the
manual setting of the two parameters Eps and MinPts of the DBSCAN (density-based spatial …

[HTML][HTML] Hydrological time series clustering: A case study of telemetry stations in Thailand

I Prakaisak, P Wongchaisuwat - Water, 2022 - mdpi.com
Water level data from telemetry stations typically demonstrate diverse behaviors over time.
Specific characteristics can be observed among distinct station groups that are different from …

Spatial Clustering of Child Malnutrition in Central Java: A Comparative Analysis Using K-Means and DBSCAN

W Hadikurniawati, KD Hartomo… - … on Modeling & E …, 2023 - ieeexplore.ieee.org
The issue of malnutrition in children poses a serious challenge in the effort to achieve the
well-being and development of a smart generation of children. Central Java is a province on …

Development of a Clustering Algorithm in MANET Networks and Implementation of a Method for Grouping Devices

S Muratchaev, A Volkov, I Afonin… - 2024 Conference of …, 2024 - ieeexplore.ieee.org
This paper examines the main methods of grouping and clustering in MANET networks, and
also analyzes existing solutions in the field of devices for launching self-organizing networks …

Gitgan: Generative Inter-Subject Transfer for Generalized Motor Imagery EEG Classification

K Yin, EY Lim, BH Lee, HB Shin, SW Lee - Available at SSRN 4488854 - papers.ssrn.com
Abstract Domain adaptation (DA) plays a crucial role in achieving subject-independent
performance in Brain-Computer Interface (BCI). However, previous studies have primarily …