소프트웨어학과

학위

• 박사, 고려대학교 전산학과 (세부전공 : 정보보안및알고리즘), 201202
• 석사, 고려대학교 전산학과 (세부전공 : 전산과학), 200802
• 학사, 고려대학교 전산학과, 200602

경력

• 교수, 상명대학교, (2020.03~ )
• 조교수, 고려대학교, (2015.03~2019.02)
• BK21연구교수, 고려대학교, (2013.09~2015.02)
• 연구교수, 고려대학교, (2012.03~2013.08)

논문

• Personalized Federated Transfer Learning for Building Energy Forecasting via Model Ensemble with Multi-Level Masking in Heterogeneous Sensing Environment, ELECTRONICS, 202504
• A Study on Staging Cystic Echinococcosis Using Machine Learning Methods, BIOENGINEERING-BASEL, 202502
• HYLR-FO: Hybrid Approach Using Language Models and Rule-Based Systems for On-Device Food Ordering, ELECTRONICS, 202502
• Augmenting Knowledge for Individual NVR Prediction in Different Spatial and Temporal Cross-Building Environments, ELECTRONICS, 202408
• SAFP-YOLO: Enhanced Object Detection Speed Using Spatial Attention-Based Filter Pruning, APPLIED SCIENCES-BASEL, 202310
• Deep Learning and Geometry Flow Vector Using Estimating Vehicle Cuboid Technology in a Monovision Environment, SENSORS, 202309
• Deep-Learning-Based Natural Ventilation Rate Prediction with Auxiliary Data in Mismeasurement Sensing Environments, ELECTRONICS, 202308
• Time Series Prediction Methodology and Ensemble Model Using Real-World Data, ELECTRONICS, 202307
• Large-Scale Distributed System and Design Methodology for Real-Time Cluster Services and Environments, ELECTRONICS, 202212
• StaticPigDet: Accuracy Improvement of Static Camera-Based Pig Monitoring Using Background and Facility Information, SENSORS, 202211
• Vision-Based Pedestrian's Crossing Risky Behavior Extraction and Analysis for Intelligent Mobility Safety System, SENSORS, 202205
• Power Transformer Voltages Classification with Acoustic Signal in Various Noisy Environments, SENSORS, 202202
• EnsemblePigDet: Ensemble Deep Learning for Accurate Pig Detection, APPLIED SCIENCES-BASEL, 202106
• EmbeddedPigDet-Fast and Accurate Pig Detection for Embedded Board Implementations, APPLIED SCIENCES-BASEL, 202002