Expert Systems with Applications

A Hierarchical Reinforcement Learning Approach to Personalized Decision-Making for Brain Connectivity Segmentation

Chang-Hoon Ji, Ji-Hye Oh, Yu-Kyum Kang, Jun-Mo Kim, Suyeon Kwak, Ji-Wung Han, Sanghyeon Cho, Tae-Eui Kam

COA-HAR: Exploring Contrastive Online test-time Adaptation for wearable sensor-based Human Activity Recognition using sensor data augmentation

Vitor Fortes Rey, Pedro Martelleto Bressane Rezende, Bo Zhou, Sungho Suh, and Paul Lukowicz

ColonOOD: A Complete Pipeline for Optical Diagnosis of Colorectal Polyps Integrating Out-of-Distribution Detection and Uncertainty Quantification

Sehyun Park^, Dongheon Lee^, Ji Young Lee, Jaeyoung Chun, Ji Young Chang, Eunsu Baek, Eun Hyo Jin, and Hyung-Sin Kim*

Consciousness-ECG Transformer for Conscious State Estimation System with Real-Time Monitoring

Y.-S. Kweon, G.-H. Shin, J.-Y. Kim, B. Ryu, S.-W. Lee

CoSS: Co-optimizing Sensor and Sampling rate for data-efficient human activity recognition

Mengxi Liu, Zimin Zhao, Daniel Geißler, Bo Zhou, Sungho Suh, and Paul Lukowicz

Cyclic Conditional Diffusion Models for CT-to-MR Synthetic Image Segmentation with Misaligned Image Pairs

Jang, H., Han, N., Kwon, J., Seo, H., Park B.J., Choi, K.

DART: Diffusion-based Approach for Predicting Trajectories of Ballistic Missiles

Joonseong Kang, Seonggyun Lee, Jeyoon Yeom, Dongwg Hong, Youngmin Kim, Kyungwoo Song

DMGNet: Discriminative Multi-View Geometry Learning With Hybrid-Domain Enhancement for Light Field Occlusion Removal

Jieyu Chen, Ping An, Xinpeng Huang, Chao Yang, Ce Zhu, Sanghoon Lee

Domain Transfer Learning for Multi-class EEG Decoding Based on Lateral Feature Connected Diffusion Model

S.-H. Lee, S.-H. Lee, S.-W. Lee

EnCur: Curriculum-Based In-Context Learning with Structural Encoding for Code Time Complexity Prediction

Joonghyuk Hahn, Aditi, SeungYeop Baik, Shinwoo Park, Sang-Ki Ko, Yo-Sub Han

Evaluating Over-Empathizing in Emotional Support Conversations: A User-Centered Framework

Suhyune Son, Seonmin Koo, Hayoon Zi, Jungsun Jang, Heuiseok Lim

Improving fairness of abusive language detection with multi-attribute adversarial latent discriminator

J.-I. Park, S.-B. Cho

PlanQA: A Plan-Execute-Reason Framework for Knowledge Graph Question Answering Using Large Language Models

Jongwon Park, Kyuhwan Yeom, Kyong-Ho Lee

Teach-to-Reason with Scoring: Self-Explainable Rationale-Driven Multi-Trait Essay Scoring

Heejin Do, Sangwon Ryu, Gary Geunbae Lee

A Brain-Inspired Model for Multi-Step Forecasting of Malignant Arrhythmias

Y.-K. Kim, I. Choi, S.-J. Lee, H.-B. Shin, G.-C. Kim, H.-S. Song, M. Lee, and S.-W. Lee

An analysis on language transfer of pre-trained language model with cross-lingual post-training

Suhyune Son, Chanjun Park, Jungseob Lee, Midan Shim, Chanhee Lee, Yoonna Jang, Jaehyung Seo, Jungwoo Lim, Heuiseok Lim

ColonOOD: A complete pipeline for optical diagnosis of colorectal polyps integrating out-of-distribution detection and uncertainty quantification

Sehyun Park*, Dongheon Lee*, Ji Young Lee, Jaeyoung Chun, Ji Young Chang, Eunsu Baek, Eun Hyo Jin, Hyung-Sin Kim†

Continual Debiasing: A Bias Mitigation Framework for Natural Language Understanding Systems

Mingyu Lee, Junho Kim, Jun-Hyung Park, SangKeun Lee

DiffBlender: Composable and Versatile Multimodal Text-to-Image Diffusion Models

Sungnyun Kim, Junsoo Lee, Kibeom Hong, Daesik Kim, Namhyuk Ahn

Functional Connectivity Guided Deep Neural Network for Decoding High-Level Visual Imagery

B.-H. Kwon, M. Lee, S.-W. Lee

HaluCheck: Explainable and verifiable automation for detecting hallucinations in LLM responses

Sangwoo Heo, Sungwook Son, Hyunwoo Park

Layerwise-Priority-based Gradient Adjustment for Few-shot Learning

Jangho Kim, JunHoo Lee, Donghoon Han, Nojun Kwak

MIRROR: Multi-party Dialogue Generation Based on Interpersonal Relationship-aware Persona Retrieval

Seungmi Lee, Midan Shim, Kyong-Ho Lee

Multi-Layer Prototype Learning with Dirichlet Mixup for Open-Set EEG Recognition

D.-K. Han, M. Lee, S.-W. Lee

Optimizing Training Data for Persona-grounded Dialogue via Synthetic Label Augmentation

Chanhee Lee, Donghyun Kim, Wongyu Kim, Kyungchan Lee, Youbin Ahn, Kyong-Ho Lee, Donghoon Shin, Yeonsoo Lee

PACL+: Online continual learning using proxy-anchor and contrastive loss with Gaussian replay for sensor-based human activity recognition

Dhruv Aditya Mittal, Vitor Fortes Rey, Hymalai Bello, Paul Lukowicz, and Sungho Suh

Population-Based Evolutionary Search for Joint Hyperparameter and Architecture Optimization in Brain-Computer Interface

Dong-Hee Shin, Deok-Joong Lee, Ji-Wung Han, Young-Han Son, Tae-Eui Kam

Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering

Daehwan Nam, Gary Geunbae Lee

Traffic prediction by graph transformer embedded with subgraphs

H.-J. Moon, S.-B. Cho

A Learnable Continuous Wavelet-based Multi-Branch Attentive Convolutional Neural Network for Spatio-Spectral-Temporal EEG Signal Decoding

Jun-Mo Kim, Keun-Soo Heo, Dong-Hee Shin, Hyeonyeong Nam, D.-O. Won, J.-H. Jeong, Tae-Eui Kam

A novel geometric-based bistatic range grouping algorithm for multi-target localization in distributed MIMO radar systems

Seyoung Kang, Hyuksoo Shin, Wonzoo Chung

An Adaptive dual-level reinforcement learning approach for optimal trade execution

S. Kim, J. Kim, H. Sul, and Y. Hong

Dialogue Act-based Partner Persona Extraction for Consistent Personalized Response Generation

Kyungchan Lee, Chanhee Lee, Donghyun Kim, Kyong-Ho Lee

Explaining Generative Diffusion Models via Visual Analysis for Interpretable Decision-Making Process

J.-H. Park, Y.-J. Ju, and S.-W. Lee

Language Model-guided Student Performance Prediction with Multimodal Auxiliary Information

Changdae Oh, Minhoi Park, Sungjun Lim, Kyungwoo Song

META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain–computer interfaces

Ji-Wung Han, Soyeon Bak, Jun-Mo Kim, WooHyeok Choi, Dong-Hee Shin, Young-Han Son, Tae-Eui Kam

Predicting Diversification Scores of Videos in Recommendation Network

Selin Chun, Jinyoung Han, Daejin Choi, Taekyoung Kwon

3D unsupervised anomaly detection and localization through virtual multi-view projection and reconstruction: Clinical validation on low-dose chest computed tomography

Kyungsu Kim, Seong Je Oh, Ju Hwan Lee, Myung Jin Chung

DARK: Deep Automatic Redis Knobs Tuning System depending on the Persistence Method

Juyeon Seo, Sangmin Seo, Kyeonghun Kim, Sanghyun Park

Doubts on the reliability of parallel corpus filtering

Hyeonseok Moon, Chanjun Park, Seonmin Koo, Jungseob Lee, Seungjun Lee, Jaehyung Seo, Sugyeong Eo, Yoonna Jang, Hyunjoong Kim, Hyoung-gyu Lee, Heuiseok Lim