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

Now showing items 1-3 of 3

    • An Inflation Rate Prediction Based on Backpropagation Neural Network Algorithm 

      Purnawansyah, Purnawansyah; Haviluddin, Haviluddin; Setyadi, Hario Jati; Wong, Kelvin; Alfred, Rayner (STMIK Dharma Wacana, 2019-12-28)
      This article aims to predict the inflation rate in Samarinda, East Kalimantan by implementing an intelligent algorithm, Backpropagation Neural Network (BPNN). The inflation rate data was obtained from the Provincial ...

    • Network Traffic Time Series Performance Analysis using Statistical Methods 

      Purnawansyah, Purnawansyah; Haviluddin, Haviluddin; Alfred, Rayner; Gaffar, Achmad Fanany Onnlita (Knowledge Engineering and Data Science (KEDS), 2018-01-02)
      This paper presents an approach for a network traffic characterization by using statistical techniques. These techniques are obtained using the decomposition, winter’s exponential smoothing and autoregressive integrated ...

    • Using the CDIO framework to teach research methodology to informatics students 

      Wibawa, Aji Prasetya; Suyono, Suyono; Lantara, Andi D.; Purnawansyah, Purnawansyah; Haviluddin, Haviluddin; Dengen, Nataniel (World Transactions on Engineering and Technology Education (WIETE), 2018-12-01)
      The conceive, design, implement, operate (CDIO) framework is an extended concept for project-based learning. In considering research as a project, the focus of the study described here was the implementation of CDIO for a ...