Sungzoon Cho

Seoul National University · Industrial Engineering

Prof. 조성준

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Prof. 조성준

데이터마이닝과 빅데이터 분석을 중심으로 연구하는 빅데이터 AI 연구실을 이끈다. 데이터 선택·이상탐지·반응모델링 등의 알고리즘을 개발하고, 이를 마케팅·금융·신제품개발·공정분석 등 실제 비즈니스 데이터에 적용해 가치를 창출하는 데 초점을 둔다.

Data MiningMachine Learning

Forecasting building operation dynamics using a Physics-Informed Spatio-Temporal Graph Neural Network (PISTGNN) ensembleEnergy and Buildings · 2025
Do you Keep an Eye on What I ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble DecodingInternational Conference on Learning Representations (ICLR) · 2025
Stock price momentum modeling using social media dataExpert Systems With Applications · 2024
General-Use Unsupervised Keyword Extraction Model for Text AnalysisExpert Systems with Applications · 2023
Incorporation of Company-Related Factual Knowledge into Pre-trained Language Models for Stock-Related Spam Tweet FilteringExpert Systems With Applications · 2023
Domain-slot Relationship Modeling using a Pre-trained Language Encoder for Multi-Domain Dialogue State TrackingIEEE Transactions on Audio, Speech and Language Processing · 2022