Tag: Clustering

Research tagged with #Clustering

• Profiling the User of Real Estate Tax Tech Market (Poster Award)

  Published: 28 Nov, 2025 | 09:00 AM
  • Behavioral Market Modeling
  • Presented (Poster)
  • Finance
  • Real Estate / Tax Tech Market
  • Award (Conference Poster)
  • Clustering

  Presented in Winter Conference of the Journal of the Korean Data Analysis Society. An empirical study profiling actual users of a real estate tax solution using RFM variables and K-Means clustering to derive targeted CRM strategies.

• [In Press] Predicting Consumer Travel Behavior in the MaaS Era

  Published: 27 Apr, 2025 | 09:00 AM
  • Behavioral Market Modeling
  • In Press
  • Transportation
  • Mobility as a Service (MaaS)
  • Clustering
  • Statistics

  This manuscript is in press. It extends the conference study on MaaS adoption and mobility demand modeling.

• Selection and Analysis of Fire-Prone Areas to Enhance Response Capabilities (Excellence Award)

  Published: 30 Nov, 2022 | 09:00 AM
  • Data Intelligence
  • Finished (Competition Project)
  • Urban Engineering
  • Award (Competition Project)
  • Clustering

  Excellence Award at Pukyong National University. A data-driven analysis project to optimize urban fire response infrastructure using Sparse PCA and clustering algorithms.