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Financial AI Investing Laboratory (FAILAB)

Financial AI Investing Laboratory (FAILAB)

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Yonsei University · Industrial Engineering

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Professor

Prof. 오경주

Professor's page · publications

About

오경주 교수 연구실(금융투자AI연구실, FAILAB)은 연세대 산업공학과 소속으로, 금융 분야 인공지능을 약 20년간 연구해 왔다. AI 기반 금융 시계열 예측, 선물투자 전략 시스템, 유전자 알고리즘 기반 인덱스 펀드 모형, 알고리즘 기반 자산배분 모델 등을 다룬다.

Research keywords

Financial AI Investing StrategiesFinancial Big Data ModelingQuantum FinanceRobo-Advisor SystemsFinTech and Digital Bank Strategies

Selected publications

  • Asset Allocation Model for a Robo-Advisor Using the Financial Market Instability Index and Genetic AlgorithmsSustainability · 2020
  • Developing a forecasting model for real estate auction prices using artificial intelligenceSustainability · 2020
  • Pattern matching trading system based on the dynamic time warping algorithmSustainability · 2018
  • Using genetic algorithm to support clustering-based portfolio optimization by investor informationApplied Soft Computing · 2017
  • An intelligent hybrid trading system for discovering trading rules for the futures market using rough sets and genetic algorithmsApplied Soft Computing · 2017

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