Browsing by Author "Yaakob, Razali"

Now showing items 1-6 of 6

    • An Extended ID3 Decision Tree Algorithm for Spatial Data 

      Sitanggang, Imas Sukaesih | Yaakob, Razali | Mustapha, Norwati | Ainuddin B Nuruddin, Ahmad (2011)
      Utilizing data mining tasks such as classification on spatial data is more complex than those on non-spatial data. It is because spatial data mining algorithms have to consider not only objects of interest itself but ...

    • Classification Model For Hotspot Occurrences Using Spatial Decision Tree Algorithm 

      Sitanggang, Imas Sukaesih | Yaakob, Razali | Mustapha, Norwati | A.N. Ainuddin (2013)
      Developing a predictive model for forest fires occurrence is an important activity in a fire prevention program. The model describes characteristics of areas where fires occur based on past fires data. It is essential as ...

    • A Decision Tree Based on Spatial Relationships for Predicting Hotspots in Peatlands 

      Sitanggang, lmas Sukaesih | Yaakob, Razali | Mustapha, Norwati | Ainuddin A. N. (2014)
      Predicting hotspot occurrence as an indicator of forest and land fires is essential in developing an early warning system for fire prevenUon. This work applied a spatial decision tree algorithm on spatial data of forest ...

    • An Extended ID3 Decision Tree Algorithm for Spatial Data 

      Sitanggang, Imas Sukaesih | Yaakob, Razali | Mustaph, Norwati | Nuruddin, Ahmad Ainuddin B (2011)
      Ulilizing data mining tasks such as classification on spatial data is more complex than those on non-spatial data. It is because spatial data mining algorithms have to consider not only objects or interest Itself but also ...

    • Modeling Forest Fires Risk using Spatial Decision Tree 

      Yaakob, Razali | Mustapha, Norwati | Nuruddin, Ahmad Ainuddin B | Sitanggang, lmas Sukaesih (2013)
      Forest firts ban long been annual eve nts in many parts or Sumatra Indonesia during the dry season. Riau Province is one of the regions in Sumatra where forl'SI fires seriously occur every year mostly because of human ...

    • Modeling Forest Fires Risk using Spatial Decision Tree 

      Yaakob, Razali | Mustapha, Norwati | Ainuddin B Nuruddin, Ahmad | Sitanggang, Imas Sukaesih (2011)
      Forest fires have long been annual events in many parts of Sumatra Indonesia during the dry season. Riau Province is one of the regions in Sumatra where forest fires seriously occur every year mostly because of human ...