SKBEP

KAIST-SK온
배터리 인재양성 프로그램

34141 대전시 유성구 대학로 291 한국과학기술원(KAIST) 홍&박 KI빌딩(E4) C316호 SKBEP 사무국 TEL 042-350-5971

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사람들

Cultivating Convergent Global Talent

산업 및 시스템공학과

전체16건

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책임교수

산업및시스템공학과

신하용교수
  • Geometric Modeling under Uncertainty
  • Stochastic Optimization
  • Monte Carlo Simulation
참여교수

산업및시스템공학과

이다빈교수
  • Optimization
  • Discrete optimization
  • Combinatorial optimization
  • Stochastic optimization
  • Robust optimization
  • Distributionally robust optimization
  • Submodular optimization
  • Optimization algorithms
  • Data-driven decision-making
  • Multi-armed bandits
  • Online scheduling
  • Online stochastic optimization
참여교수

산업및시스템공학과

이문용교수
  • Experiential Knowledge Acquisition & Utilization
  • Big-data Analytics
  • User-centered Personalized Service
  • Experiential Knowledge Platform
  • Social Taste Recommendation
  • Knowledge Structure based E-book Recommendation
참여교수

산업및시스템공학과

셔핑숑교수
  • Technology and health/safe aging
  • Digital human modeling and ergonomic product design
  • Human factors issues in VR/AR; HCI
  • Human biomechanics behavior analysis and modeling
참여교수

산업및시스템공학과

박진규교수
  • Sequential decision-making strategies under uncertainty
  • Data-driven cooperative control for wind farm
  • Optimum operation of energy storage systems
  • Real-time data collection/processing and learning framework
참여교수

산업및시스템공학과

박찬영교수
  • Recommendation system
  • Social network analysis
  • Graph representation learning
  • Graph Mining
  • Node classification / Link prediction
  • Fraud detection
  • Sentiment analysis
  • Purchase/Click prediction
  • Anomaly detection
  • Knowlede-graph construction
  • Time-series and spatio-temporal anlaysis
참여교수

산업및시스템공학과

민승기교수
  • dynamic programming
  • multi-armed bandit
  • Thompson sampling
  • optimal execution
참여교수

산업및시스템공학과

문일철교수
  • Machine Learning on Economic and Text Data
  • Modeling and Simulation in Social Phenomena
  • Defense
  • and Disasters
  • Machine Learning on Intelligence Analysis
  • Smart Manufacturing with Smart Things