Browsing P - Computer Sciences and Information Technology by Author "Purnawansyah, Purnawansyah"

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    • Comparing performance of Backpropagation and RBF neural network models for predicting daily network traffic 

      Purnawansyah, Purnawansyah; Haviluddin, Haviluddin (2014 Makassar International Conference on Electrical Engineering and Informatics (MICEEI), 2015-03-26)
      The predicting daily network traffic usage is a very important issue in the service activities of the university. This paper present techniques based on the development of backpropagation (BP) and radial basis function ...

    • Comparison Between K-Means and Fuzzy C-Means Clustering in Network Traffic Activities 

      Purnawansyah, Purnawansyah; Haviluddin, Haviluddin; Gaffar, Achmad Fanany Onnlita; Tahyudin, Imam (International Conference on Management Science and Engineering Management ICMSEM 2017, 2017-06-29)
      A network traffic utilization in order to support teaching and learning activities are an essential part. Therefore, the network traffic management usage is requirements. In this study, analysis and clustering network ...

    • Decision Making of Banana Varieties Based on Land in Samarinda Using ELECTRE Method 

      Hatta, Heliza Rahmania; Akhyar, Ramaulvi Muhammad; Khairina, Dyna Marisa; Maharani, Septya; Haviluddin, Haviluddin; Purnawansyah, Purnawansyah (Advances in Intelligent Systems Research (AISR), volume 144 - Atlantis Press, 2017-11-30)
      Indonesia is an agrarian country, a country with fertile soil and rich in nutrients so that a lot of land that can be used as agricultural land for a variety of plants one of which is a banana plant. Banana is a plant that ...

    • K-Means Clustering Implementation in Network Traffic Activities 

      Purnawansyah, Purnawansyah; Haviluddin, Haviluddin (2016 International Conference on Computational Intelligence and Cybernetics, 2017-04-06)
      At present, management analysis bandwidth in a university is indispensable. It aims to control bandwidth usage, so that all spots can be served comfortably especially to supporting the teaching and learning activities. In ...

    • Performance of Decision Tree C4.5 Algorithm in Student Academic Evaluation 

      Budiman, Edy; Haviluddin, Haviluddin; Dengen, Nataniel; Harsa Kridalaksana, Awang; Wati, Masna; Purnawansyah, Purnawansyah (The Sixth International Conference on Computational Science and Technology 2019 (ICCST2019), 2018-02-28)
      Student academic evaluation is part of academic information system (AIS) performance, in order to control student learning progress is necessary. Furthermore, the evaluation showing whether the student will pass or fail ...