Tag: Published (KCI)

Research tagged with #Published (KCI)

• Unsupervised Learning-Based Electrical Anomaly Detection in EV Batteries (KCI)

  Published: 1 Aug, 2025 |  at  09:00 AM

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  • Data Intelligence
  • Published (KCI)
  • Engineering
  • Electric Vehicle Battery
  • Anomaly Detection

  Published in the Journal of Korea Society of Industrial Information Systems. An Autoencoder-based approach to detect electrical anomalies in EV batteries, analyzing the effects of charging methods and aging.

• Impact of MaaS on First-Last Mile Shared Micromobility and Carbon Reduction (KCI)

  Published: 1 Aug, 2025 |  at  09:00 AM

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  • Behavioral Market Modeling
  • Published (KCI)
  • Transportation
  • Mobility as a Service (MaaS)
  • Sustainable Transport
  • Statistics

  Published in the Journal of the Korean Society of Innovation. An empirical study analyzing how MaaS adoption drives demand for shared micromobility in first-last mile trips and its quantitative environmental benefits.

• BERT-based News Sentiment Analysis and Black-Litterman Asset Allocation (KCI)

  Published: 31 Oct, 2023 |  at  09:00 AM

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  • Data Intelligence
  • Published (KCI)
  • Finance
  • Asset Allocation Strategy

  Published in the Korean Journal of Financial Management. Integrating unstructured cognitive data (news sentiment via BERT) into quantitative financial portfolio optimization.