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

Now showing items 1-20 of 31

    • A Performance Neighborhood Distance (ndist) Between K -Means and SOM Algorithms 

      Haviluddin, Haviluddin; Gafar, Achmad Fanany Onnilita; Alfred, Rayner; Mislan, Mislan (Advanced Science Letters (ASL), 2018)
      Clustering is an important means of data mining based on separating data categories by similar features. This paper aims to compare the performance of neighborhood distance (ndist) between K-Means and Self-Organizing Maps ...

    • Active Learning berbasis Teknologi Informasi (ICT) 

      Haviluddin, Haviluddin (Jurnal Informatika Mulawarman - Universitas Mulawarman, 2010-09-03)
      Penerapan pembelajaran aktif di perguruan tinggi didasarkan pada prinsip bahwa cara belajar terbaik bagi mahasiswa adalah dengan melakukan, dengan menggunakan semua inderanya dan dengan mengeksplorasi lingkungannya yang ...

    • Analisis Penyakit Difteri Berbasis Twitter Menggunakan Algoritma Naïve Bayes 

      Sholihin, Ali; Haviluddin, Haviluddin; Puspitasari, Novianti; Wati, Masna; Islamiyah, Islamiyah (Sains, Aplikasi, Komputasi dan Teknologi Informasi - Universitas Mulawarman, 2019-04-01)
      Antisipasi dan penanganan penyakit difteri dengan tepat sangat diperlukan oleh Pemerintah Indonesia. Oleh karena itu, informasi dari masyarakat terkait penyakit difteri sangat diperlukan oleh instansi yang berwenang. Hasil ...

    • Artificial Neural Network Optimized Approach for Improving Spatial Cluster Quality of Land Value Zone 

      Haviluddin, Haviluddin; Agus, Fahrul; Azhari, Muhamad; Ahmar, Ansari Saleh (International Journal of Engineering and Technology(UAE) - Science Publishing Corporation, 2018-02-02)
      A geostatistics practical approach is divided data sample into several groups with certain rules. Then, the data groups are used for spatial interpolation. Furthermore, clustering technique is quite commonly used in order ...

    • Big data: issues, trends, problems, controversies in ASEAN perspective 

      Haviluddin, Haviluddin; Alfred, Rayner (Association for Scientific Computing, Electronics, and Engineering (ASCEE), 2019-12-28)
      Big Data has a characteristics is size, new opportunities and have the potential to transform corporations and government and its interactions with the public. This paper attempts to offer a broader definition of Big Data ...

    • Comparing of ARIMA and RBFNN for short-term forecasting 

      Haviluddin, Haviluddin; Jawahir, Ahmad (International Journal of Advances in Intelligent Informatics (IJAIN), 2015)
      Based on a combination of an autoregressive integrated moving average (ARIMA) and a radial basis function neural network (RBFNN), a time-series forecasting model is proposed. The proposed model has examined using simulated ...

    • Crude Palm Oil Prediction Based on Backpropagation Neural Network Approach 

      Hijratul, Aini; Haviluddin, Haviluddin (Universitas Negeri Malang, 2019-06-02)
      Crude palm oil (CPO) production at PT. Perkebunan Nusantara (PTPN) XIII from January 2015 to January 2018 have been treated. This paper aims to predict CPO production using intelligent algorithms called Backpropagation ...

    • Daily Network Traffic Prediction Based on Backpropagation Neural Network 

      Haviluddin, Haviluddin; Alfred, Rayner (Australian Journal of Basic and Applied Sciences (AJBAS), 2014-12-13)
      Background: The analyzing and predicting network traffic usage is a very important issue in the service activities of the university. Objective: This paper presents the development of Backpropagation neural network (BPNN) ...

    • Data mapping process to handle semantic data problem on student grading system 

      Yunianta, Arda; Yusof, Norazah; Bramantoro, Arif; Haviluddin, Haviluddin; Othman, Mohd Shahizan; Dengen, Nataniel (International Journal of Advances in Intelligent Informatics (IJAIN), 2016-11-03)
      Many applications are developed on education domain. Information and data for each application are stored in distributed locations with different data representations on each database. This situation leads to heterogeneity ...

    • A Database Integrated System Based on SOAP Web Service 

      Haviluddin, Haviluddin; Budiman, Edy; Hidayat, Nur Fauzan (UIKTEN, 2019-08-23)
      An academic scientific digital data collection management (i.e., lecturers, researchers and students) in all educational institution, including Universitas Mulawarman, is very necessary. The purpose of digital data is to ...

    • Feasibility Study of Fiber to the Home Networks for Optical Fiber Loss and Attenuation 

      Budiman, Edy; Haviluddin, Haviluddin; Wati, Masna; Taruk, Medi; Setyadi, Hario Jati; Pakpahan, Herman Santoso (International Journal of Engineering and Technology(UAE) - Science Publishing Corporation, 2018-07-04)
      The utilization of optical fiber cable as a data transmission medium has provided various benefits and advantages in terms of data transfer and economically because it can reduce the use of many copper cables. The purpose ...

    • Forecasting Network Activities Using ARIMA Method 

      Haviluddin, Haviluddin; Alfred, Rayner (Journal of Advances in Computer Networks (JACN), 2014-09-03)
      This paper presents an approach for a network traffic characterization by using an ARIMA (Autoregressive Integrated Moving Average) technique. The dataset used in this study is obtained from the internet network traffic ...

    • Implementation of Bandwidth Management Authentication 

      Rahman, Aulia; Haviluddin, Haviluddin (International Journal of Computing and Informatics (IJCANDI), 2016-02-02)
      An internet traffic service mechanism includes monitoring and network security is indispensable. The main purpose of network monitoring is bandwidth optimizing and maintaining network security. This paper has described and ...

    • 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 ...

    • An Interactive Mobile Augmented Reality for Tourism Objects at Purbalingga District 

      Tahyudin, Imam; Saputra, Dhanar Intan Surya; Haviluddin, Haviluddin (TELKOMNIKA Indonesian Journal of Electrical Engineering, 2015-12-02)
      This paper presents the development of an interactive mobile Augmented Reality (AR) for tourism promotion with eXtreme programming (XP) at Purbalingga district, Central Java that has many places of tourist attractions such ...

    • A Labyrinth Game for Blind Children Using Problem Solving Learning Model 

      Riza, Lala Septem; Sawiji, Tyas; Nurjanah, Nurjanah; Haviluddin, Haviluddin; Budiman, Edy; Rosales-Pérez, Alejandro (Kassel University Press GmbH, 2020-02-02)
      This research aims to design the concept of learning media for the blind student and apply it to a labyrinth game using the problem-solving learning model. To design this media, 21 blind child characteristics, learning ...

    • Learning Style Preferred by English and Computer Students in Indonesia Context 

      Sunggingwati, Dyah; Haviluddin, Haviluddin (International Journal of Emerging Technologies in Learning (iJET) - Kassel University Press GmbH, 2019-10-30)
      This study investigates students’ learning style at tertiary level in Indonesia context. Eighty students of English Education and Computer Science Department participated in this study. Using a case study design, Kolb ...

    • Memahami Penggunaan UML (Unified Modelling Language) 

      Haviluddin, Haviluddin (Jurnal Informatika Mulawarman - Universitas Mulawarman, 2011-02-01)
      Unified Modelling Language merupakan alat perancangan sistem yang berorientasi pada objek. Secara filosofi kemunculan UML diilhami oleh konsep yang telah ada yaitu konsep permodelan Object Oriented (OO), karena konsep ini ...

    • Modified Key Using Multi-Cycle Key In Vigenere Cipher 

      Rizal, Ansar; Budi Utomo, Didi Susilo; Rihartanto, Rihartanto; Hiswati, Marselina Endah; Haviluddin, Haviluddin (Blue Eyes Intelligence Engineering & Sciences Publication, 2019-09-03)
      Encryption-Decryption is one form of securing text data, images and sound in order to minimize data stealing, attack, etc. The purpose of this study is to modified encryption-decryption keys of Vigenere cipher.Based on ...

    • 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 ...