Applied Soft Computing

Memory Bank-Guided Diffusion Model for Lightweight Anomaly Detection

Woojun Lee, Pilsung Kang

PPIE-Net: Physics-inspired parametric input embedding for data-efficient surrogate modeling of parametric simulations

Yong Jin Jeong and Taesup Moon

Source-Driven Enhanced Semantic Style Transfer for Addressing BCI Illiteracy in Subject-Independent EEG-Based Motor Imagery Classification

Ji-Wung Han, Dong-Hee Shin, Chang-Hoon Ji, Deok-Joong Lee, Jun-Mo Kim, WooHyeok Choi, Ji-Hye Oh, Sanghyeon Cho, Young-Han Son, Tae-Eui Kam

TiVaT: A Transformer with a Single Unified Mechanism for Capturing Asynchronous Dependencies in Multivariate Time Series Forecasting

Junwoo Ha, Sungsoo Kim, Kisu Lee, Seungjae Park, Hyukjae Kwon, Ha Young Kim

AEFA-FDB: A score-based artificial electric field algorithm for optimal reactive power dispatch problem with renewable and load demand uncertainties

D. Chauhan, A.Yadav, S.-B. Cho

Hierarchical Multi-modal Fusion Architecture Search for Stock Market Forecasting

Kisu Lee, Young Jin Kim, Minkyoung Kim, Ha Young Kim

Normalizing flow-based latent space mapping for implicit pattern authentication on mobile devices

Jaehyuk Heo, Jeongseob Kim, Euisuk Chung, Subin Kim, Pilsung Kang, Donghwa Shin, Jinho Shin, Daehee Han*

A residual graph convolutional network with spatio-temporal features for autism classification from fMRI brain images

K.-W. Park, S. B. Cho

LAnoBERT : System Log Anomaly Detection Based on BERT Masked Language Model

Yukyung Lee, Jina Kim, Pilsung Kang*