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Jaewoong Kang

Ensemble learning-based filter-centric hybrid feature selection framework for high-dimensional imbalanced data
2021 · Jongmo Kim, Jaewoong Kang, et al. · Knowledge-Based Systems · 52
Comparison of desaturation and resaturation response times between transmission and reflectance pulse oximeters
2009 · S. J. CHOI, H. J. AHN, et al. · Acta Anaesthesiologica Scandinavica · 42
Machine Learning-Based Energy-Saving Framework for Environmental States-Adaptive Wireless Sensor Network
2020 · Jaewoong Kang, Jongmo Kim, et al. · IEEE Access · 38
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Transition activity recognition using fuzzy logic and overlapped sliding window-based convolutional neural networks
2018 · Jaewoong Kang, Jongmo Kim, et al. · The Journal of Supercomputing · 14
Supervised learning-based Lifetime Extension of Wireless Sensor Network Nodes.
2019 · Jaewoong Kang, Jongmo Kim, et al. · Journal of Internet Services and Information Security · 12
Unsupervised and non-parametric learning-based anomaly detection system using vibration sensor data
2018 · Seyoung Park, Jaewoong Kang, et al. · Multimedia Tools and Applications · 9
Development and validation of automated three-dimensional convolutional neural network model for acute appendicitis diagnosis
2025 · Minsung Kim, Taeyong Park, et al. · Scientific Reports · 7
Prediction of melt pool height based on the spatiotemporal adjacency features in laser metal deposition using machine learning
2025 · Muhammad Mu’az Imran, Jaewoong Kang, et al. · Progress in Additive Manufacturing · 6
Artificial Intelligence-Driven Volumetric Analysis of Muscle Mass as a Predictor of Tumor Response to Neoadjuvant Chemoradiotherapy in Patients with Rectal Cancer
2024 · Minsung Kim, Sang Min Lee, et al. · Journal of Clinical Medicine · 5
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Automated surgical instrument recognition in laparoscopic cholecystectomy videos: a novel two-step deep learning approach with virtual image synthesis
2025 · Jae Hyun Kwon, Jaewoong Kang, et al. · Surgical Endoscopy · 4
Generating Population Synthesis Using a Diffusion Model
2023 · Jaewoong Kang, Young Kim, et al. · Winter Simulation Conference · 4
Estimating infant age from skull X-ray images using deep learning
2024 · Heui Seung Lee, Jaewoong Kang, et al. · Scientific Reports · 3
Deep Learning-Based Diagnosis of Femoropopliteal Artery Steno-Occlusion Using Maximum Intensity Projection Images of CT Angiography
2025 · Wonju Hong, Jaewoong Kang, et al. · Tomography · 2
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Complex Activity Recognition Using Polyphonic Sound Event Detection
2018 · Jaewoong Kang, Jooyeong Kim, et al. · Advances in intelligent systems and computing · 2
Recursive Undersampling-Based Decision Boundary Alignment for Imbalanced Radiology Image
2020 · Jaewoong Kang, Mye Sohn · IEEE International Conference on Big Data and Smart Computing (BigComp) · 1
Pedestrians’ Intention Recognition Method using Hidden Semi-Markov Model: The Case of Crossing the Crosswalk
2018 · Kong, Junsik, Kang, Jaewoong, et al. · Journal of Telecommunication Electronic and Computer Engineering (JTEC) · 1
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Automated recognition of critical anatomical structures in laparoscopic cholecystectomy using artificial intelligence
2026 · Jae Hyun Kwon, Jaewoong Kang, et al. · International Journal of Surgery
Exploratory Evaluation of Dual Digital Platforms for Acute Brain Conditions in Medically Underserved Rural Areas : A Chuncheon, Gangwon-do Experience
2026 · Seung-Ho Shin, Mu Seung Park, et al. · Journal of Korean Neurosurgical Society
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Automated Diagnosis of Infantile Skull Fractures From X-Ray Images Using an Ensemble Deep Learning Model
2026 · Heui Seung Lee, Jaewoong Kang, et al. · Journal of Korean Medical Science
Inferring Elective Activity-Trip Chaining Behaviour with Space-Time Constraint and LSTMs to Handle Structural-Zeros Problem
2024 · Muhammad Mu’az Imran, Jaewoong Kang, et al. · Springer proceedings in complexity
Data Sub-sampling Method for Developing Personalized Human Activity Model Based on Incremental Learning
2023 · Jeongbin Lee, Jaewoong Kang, et al. · Communications in computer and information science
Homogeneous Ensemble Instance Intervals Determination Method of Time Series Data Based on Granular Computing
2020 · Jaewoong Kang, Wooseong Yang, et al. · International Journal of Machine Learning and Computing
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A study on regulatory guideline for the wireless network design digital I and C system
2006 · Yeun Chul Park, Jaewoong Kang, et al.
Works count: 23
Citation count: 202
H-index: 7
I10-index: 5
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