Lab directory
Data Mining and Machine Learning Lab
Data Mining and Machine Learning Lab
Chungnam National University · Computer Science and Engineering
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Professor
Prof. 박정희
Professor's page · publicationsAbout
데이터마이닝 연구실은 기계학습을 기반으로 이상 패턴 탐지와 이상치 탐지, 텍스트 임베딩을 연구한다. 데이터로부터 비정상 패턴을 발견하는 분석 기술을 다룬다.
Research keywords
컴퓨터공학
Selected publications
- A Federated Learning Method for Multi-Positive and Unlabeled Data Using an Ensemble of One-Positive and Unlabeled Learning ModelsJournal of Computer Science and Engineering · 2025
- Effective federated XGBoost learning for multi-class classification in Non-IID environmentsJournal of Supercomputing · 2025
- A collaborative ensemble construction method for federated random forestExpert Systems with Applications · 2024
- Targetless LiDAR-Camera Auto Calibration (TLAC): Leveraging Foundation Models for Enhanced Accuracy and EfficiencyInternational Conference on ICT Convergence (ICTC) · 2024
- Prediction of Peak Pressure by Blast Wave Propagation Between Buildings Using a Conditional 3D Convolutional Neural NetworkIEEE Access · 2023
- A Comparative Study for Outlier Detection Methods in High Dimensional Text DataJournal of Artificial Intelligence and Soft Computing Research · 2023
Other labs in this department
- Computer Vision Lab
Koh Yeong Jun
컴퓨터비전, 영상처리, 머신러닝
- Generative Intelligence Lab
Kwon Jingun
자연어처리, 생성학습
- Deep Learning and Scientific Computing Lab
Kyungsup Kim
기계학습, 응용과학계산
- Mobile and Intelligent Network Lab
Ki Il Kim
이동네트워크, IoT
- Data Optimization Lab
SangMook Kim
머신러닝, 데이터 사이언스, 의료 AI
- Smart Data Lab
Kim, Young-Kuk
딥러닝·데이터 마이닝 (추천 시스템, 스마트 데이터/스마트홈 데이터 분석)