Yong-Woon Kim

37 papers B 1C 3Misc 1Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Hybrid Deep Learning Approach Using Vision Transformer and U-Net for Flood Segmentation.
Comput. Mater. Continua
Cyreneo Dofitas Jr., Yong-Woon Kim, Yung-Cheol Byun
2026 J jnl
Confidence-Guided Multi-Exit Models for Energy-Optimized Object Detection in Road Environments.
IEEE Access
Cyreneo Dofitas Jr., Yong-Woon Kim, Yung-Cheol Byun
2026 J jnl
Edge-VIS: Knowledge-Distilled Video Instance Segmentation for Energy-Efficient Real-Time Robotic Scene Understanding.
IEEE Access
Hasnain Hyder, Yong-Woon Kim, Chulung Kang, Yung-Cheol Byun
2026 J jnl
High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention.
IEEE Access
Kinza Nazir, Sadiqa Jafari, Yong-Woon Kim, Yung-Cheol Byun
2026 J jnl
Hybrid Prophet-TCN Framework for Deterministic and Probabilistic Wind-Power Forecasting.
IEEE Access
Nazrul Amin, Yong-Woon Kim, Joon-Min Gil, Paul D. Yoo, Yung-Cheol Byun
2026 J jnl
Improved greenhouse segmentation
PeerJ Comput. Sci.
Jiyoung Ko, Yong-Woon Kim, Yung-Cheol Byun
2026 J jnl
ResViT-Solar: A Hybrid Residual-Transformer for Photovoltaic Panel Fault and Cleanliness Detection.
IEEE Access
Nazrul Amin, Yong-Woon Kim, Chulung Kang, Yung-Cheol Byun
2025 J jnl
A Robust Deep Learning Framework for Mitigating Label Noise With Dual Selective Attention.
IEEE Access
Hasnain Hyder, Gulsher Baloch, Amreen Batool, Yong-Woon Kim, Yung-Cheol Byun
2025 J jnl
A Stacking Ensemble Framework Leveraging Synthetic Data for Accurate and Stable Crop Yield Forecasting.
IEEE Access
Muhammad Waqar, Yong-Woon Kim, Yung-Cheol Byun
2025 J jnl
Advanced Agricultural Query Resolution Using Ensemble-Based Large Language Models.
IEEE Access
Cyreneo Dofitas Jr., Yong-Woon Kim, Yung-Cheol Byun
2025 J jnl
From Accuracy to Impact: The Impact-Driven AI Framework (IDAIF) for Aligning Engineering Architecture with Theory of Change.
CoRR
Yong-Woon Kim
2025 J jnl
High-speed portrait video segmentation using the hybrid combination of deep-learning models and boundary movement adjustment.
Eng. Appl. Artif. Intell.
Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna, Balachandran Krishnan
2025 J jnl
Hybrid Framework Combining Diffusion-Based Image Augmentation and Feature Level SMOTE for Addressing Extreme Class Imbalance.
IEEE Access
Raj Kumar, Yong-Woon Kim, Yung-Cheol Byun
2025 J jnl
LightSTATE: A Generalized Framework for Real-Time Human Activity Detection Using Edge-Based Video Processing and Vision Language Models.
IEEE Access
Anik Debnath, Yong-Woon Kim, Yung-Cheol Byun
2025 J jnl
Physics-Informed Neural Networks for Real-Time Gas Crossover Prediction in PEM Electrolyzers: First Application with Multi-Membrane Validation.
CoRR
Yong-Woon Kim, Chulung Kang, Yung-Cheol Byun
2025 J jnl
Predictive PID Control for Automated Guided Vehicles Using Genetic Algorithm and Machine Learning.
IEEE Access
Kinza Nazir, Yong-Woon Kim, Yung-Cheol Byun
2025 J jnl
Prompt-Based PID Tuning for Adaptive AGV Control via Few-Shot and MultiSpeed Strategies.
IEEE Access
Nazrul Amin, Yong-Woon Kim, Yung-Cheol Byun
2024 — conf
A Comparative Study on the Effect of Grid Size and Interpolation Techniques in 3D Shape Classification with CNN.
ICTC
Surya Prakash V, Yong-Woon Kim
2024 — conf
Evaluating the Performance of Large Language Models in Classifying Numerical Data.
ICTC
Divya Mary Biji, Yong-Woon Kim
2022 — conf
A Comparison of 2 Step Classification with 3-Class Classification for Webpage Classification.
ICTC
Tsering Losel, Yong-Woon Kim
2022 J jnl
Digital Twin: Technology Evolution Stages and Implementation Layers With Technology Elements.
IEEE Access
Deuk-Young Jeong, Myung-Sun Baek, Tae-Beom Lim, Yong-Woon Kim, Sehan Kim, Yong-Tae Lee, Woo-Sug Jung, In-Bok Lee
2022 — conf
Pneumonia Detection using Ensemble Transfer Learning.
ICTC
Sibu Cyriac, Nidhin Raju, Yong-Woon Kim
2021 J jnl
Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models.
Entropy
Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna
2021 J jnl
Selfie Segmentation in Video Using N-Frames Ensemble.
IEEE Access
Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna, Balachandran Krishnan
2019 — conf
Analyzing the Performance of Canny Edge Detection on Interpolated Images.
ICTC
Yong-Woon Kim, Ah Reum Oh, Innila Rose J, Addapalli V. N. Krishna
2018 — conf
An assessment framework for smart manufacturing.
ICACT
Sangkeun Yoo, Yong-Woon Kim, Hoon Choi
2016 — conf
An energy efficiency evaluation scheme for manufacturing facility.
ICOIN
Sangjin Jeong, Yong-Woon Kim
2015 C conf
Design and implementation of an energy trading model for smart factories.
ETFA
Hyunjeong Lee, Sangkeun Yoo, Yong-Woon Kim
2014 — conf
A holistic investigation method for data center resource efficiency.
ICTC
Sangjin Jeong, Yong-Woon Kim
2013 C conf
A method for identifying temporal progress of chronic disease using chronological clustering.
Healthcom
Sangjin Jeong, Chan-Hyun Youn, Yong-Woon Kim
2013 — conf
A personalized healthcare system for chronic disease care in home-hospital cloud environments.
ICTC
Sangjin Jeong, Seong-Hwan Kim, Daesun Kim, Chan-Hyun Youn, Yong-Woon Kim
2012 — conf
An assessment framework of GHG and energy intensity of the ICT sector.
ICTC
Yong-Woon Kim, Jeongil Yim, Ki-Shik Park, Hyoung Jun Kim
2005 — conf
Design and Implementation of Source-Specific Multicast System over IPv6.
Communications in Computing
Hyoung-Jun Kim, Yong-Woon Kim, Sangjin Jeong
1999 B conf
Nonlinear channel equalization using new neural network model.
IJCNN
Yong-Woon Kim, Dong-Jo Park
1997 C conf
Design of connection-oriented multi-peer transport service.
ISCC
Shin-Gak Kang, Hyun-Kuk Kahng, Yong-Woon Kim, Dae-Young Kim
1997 J jnl
Simulative study on the performance improvement of conflict resolution schemes in Manhattan Street Network.
Comput. Commun.
Chang-Wook Bae, Yong-Woon Kim, Jung-Bong Suk
1995 Misc conf
Convergence analysis of sign-sign LMS algorithm for adaptive filters with correlated Gaussian data.
ICASSP
Byung-Eul Jun, Dong-Jo Park, Yong-Woon Kim