Ma. Regina E. Estuar

Publications (2)0 Total impact

• Article: Clustering as an EDA Method: The Case of Pedestrian Directional Flow Behavior

  Teknomo Kardi, Ma. Regina E. Estuar
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  ABSTRACT: Given the data of pedestrian trajectories in NTXY format, three clustering methods of K Means, Expectation Maximization (EM) and Affinity Propagation were utilized as Exploratory Data Analysis to find the pattern of pedestrian directional flow behavior. The analysis begins without a prior notion regarding the structure of the pattern and it consequentially infers the structure of directional flow pattern. Significant similarities in patterns for both individual and instantaneous walking angles based on EDA method are reported and explained in case studies
  International Journal of Psychological Research. 01/2010;
• Source

  Available from: unirioja.es

  Article: Clustering as an EDA method: the case of pedestrian directional flow behavior

  Kardi Teknomo, Ma. Regina E. Estuar
  International Journal of Psychological Research, ISSN 2011-7922, Vol. 3, Nº. 1, 2010, pags. 23-36.