zulhipni reno saputra elsi

@um-palembang.ac.id

Teknologi Informasi Fakultas Teknik
Universitas Muahmmadiyah PAlembang



                    

https://researchid.co/zulhipni
0

Scopus Publications

5

Scholar Citations

0

Scholar h-index

0

Scholar i10-index

Scopus Publications

  • Feature Selection using Chi Square to Improve Attack Detection Classification in IoT Network: Work in Progress
    Zulhipni Reno Saputra Elsi, Deris Stiawan, Ahmad Fali Oklilas, Susanto, Kurniabudi, Yesi Novaria Kunang, Mohd. Yazid Idris, and Rahmat Budiarto
    IEEE
    To maintain network security, Intrusion Detection System (IDS) is needed to detect anomaly and attack. Designing proper IDS requires accurate model. This paper proposes a model, which consists of statistical extraction, feature selection, dataset clustering, classification, and performance measurement. Experiments on MQTT-IOT-IDS2020 dataset which contains Normal, scan_A, scan_sU, Sparta and mqtt_bruteforce are conducted. The dataset is statistically extracted using Bidirectional-based features packet header feature with 37 features. Chi square algorithm is selected for performing feature extraction process. 10 relevant and best features are selected and ranked into 5-subsets and 10-subset feature. Three dataset splitting into testing data and training data of 90%:10%, 70%:30% and 50%:50% are created. Binary classification using k-Nearest Neighbor (KNN) and Adaboost algorithms are performed. The experimental results show accuracy level above 99% for all scenarios, with Adaboost algorithm outperforms k-Nearest Neighbor algorithm.

  • Utilization of Data Mining Techniques in National Food Security during the Covid-19 Pandemic in Indonesia
    Zulhipni Reno Saputra Elsi, Heny Pratiwi, Yoyon Efendi, R Rusdina, Rina Alfah, Agus Perdana Windarto, and Fana Wiza
    IOP Publishing
    The aim of the research is to map clusters on Indonesia's national food security during the Covid-19 Pandemic Where food security is a condition for the fulfillment of food for the state up to individuals, which is reflected in the availability of sufficient food, both in quantity and quality, safe, diverse, nutritious, equitable, and affordable and does not conflict with the religion, beliefs and culture of the community, to be able to live a healthy, active, and productive life in a sustainable manner The data source used is secondary data from the Central Statistics Agency (abbreviated BPS) The data consists of monthly per capita expenditure in urban and rural areas by province and group of goods (rupiah) consisting of 33 data records (2011-2018) The group of goods used is expenditures used for food costs The data mining method used is k-medoids which are part of the clustering Cluster mapping uses 2 labels namely C1: labels with high food security and C2: labels with low food security The results of the k-medoids method calculation concluded that 19 provinces were in C1 cluster and 14 provinces were in C2 cluster From these results it is stated that 42% of Indonesia still has low food security as evidenced by the fulfillment of higher food needs than non-food These regions are West Sumatra, Riau, Bangka Belitung Islands, Riau islands, DKI Jakarta, West Java, Banten, Bali, Central Kalimantan, South Borneo, East Kalimantan, North Sulawesi, West Papua and Papua © Published under licence by IOP Publishing Ltd

RECENT SCHOLAR PUBLICATIONS

  • Rancang Bangun Sistem Informasi Pemesanan Tiket Travel Berbasis Web Pada Po Batang Hari Wisata (Studi Kasus: Po Batang Hari Wisata)
    A Wijaya, ZRS Elsi
    Jurnal Cakrawala Akademika 1 (5), 1697-1709 2025

  • Sistem Informasi Penjualan Kebaya Pada Butik Purwaningsih Berbasis Web di kota Palembang
    D caressa Adio, ZRS Elsi
    TEKNIKA 19 (2), 385-394 2025

  • Smart light berbasis IoT dengan menggunakan Bylnk
    SH Dwitama, ZR Elsi
    Jusikom: Jurnal Sistem Komputer Musirawas 9 (2), 167-177 2024

  • Improving the Quality of Teaching and Learning Activities using Information Technology at Orange Islamic School Palembang, South Sumatra
    ZRS Elsi, M Astriani, R Hidayat, M Irfansyah, DA Rapel
    Dinamisia: Jurnal Pengabdian Kepada Masyarakat 8 (3), 907-917 2024

  • Analisis Kinerja Web Server Menggunakan Load Balancing dengan Metode Source Hash Scheduling dan URI
    ZRS Elsi, D Alamsyah, J Jusmawati, N Nurhayati
    Krea-TIF: Jurnal Teknik Informatika 12 (1), 24-31 2024

  • Sistem Informasi Seminar Menggunakan Framework Laravel 8
    NI Sari, ZRS Elsi, D Haryanto
    JUSTIN (Jurnal Sistem dan Teknologi Informasi) 12 (1), 73-83 2024

  • Waste bank data processing system in palembang city
    ZRS Elsi, A Lathary
    International Journal Cister 2 (01), 52-58 2023

  • Perancangan Sistem Informasi Pendataan Korban Bencana Alam Dan Bencana Sosial Di Dinas Sosial Kota Palembang Berbasis Website
    D Haryanto, ZRS Elsi, MW Perdana, J Jimmei
    Jurnal Ilmiah Informatika Global 13 (3) 2022

  • Desain Aplikasi Pelayanan Keluhan Pelanggan Icon+ Berbasis Mobile Pada PT. Indonesia Comnet Plus SBU Palembang
    A Apriansyah, ZR Saputra, AA Khoir
    Jurnal Ilmiah Informatika Global 13 (3) 2022

  • Information technology governance in University of Muhammadiyah Palembang using framework COBIT 5 domain; Evaluate, Direct and Monitor (EDM)
    ZRS Elsi, K Karnadi, J Jimmie, FAD Putra, H Hartini, SP Agustanti
    ILKOM Jurnal Ilmiah 14 (3), 294-302 2022

  • Feature Selection using Chi Square to Improve Attack Detection Classification in IoT Network: Work in Progress
    ZRS Elsi, D Stiawan, AF Oklilas, YN Kunang, MY Idris, R Budiarto
    2022 9th International Conference on Electrical Engineering, Computer 2022

  • INDOOR POSITIONING SYSTEM BERBASIS RFID DENGAN TEKNIK MULTILATERATION DENGAN OPTIMASI NELDER MEAD
    MF Rabbani, AF Oklilas, K Exaudi
    Jusikom: Jurnal Sistem Komputer Musirawas 7 (1), 1-10 2022

  • Pengembangan Sistem Penggajian Berbasis Client Server
    ZRS Elsi, S Primaini
    JUPITER: Jurnal Penelitian Ilmu dan Teknologi Komputer 14 (1), 96-105 2022

  • The design of a service information system at the South Sumatra grilled chicken restaurant in the city of Palembang, the website based on
    A Hendri, ZRS Elsi
    International Journal Cister 1 (01), 11-14 2022

  • Practical Learning Based on Virtual Reality Methods as a Solution to Increase Evaluation Level 1 Results in Practical learning at PT PLN (Persero) UPDL Palembang
    FAD Putra, SE Rahim, ZR Saputra
    5th FIRST T1 T2 2021 International Conference (FIRST-T1-T2 2021), 101-106 2022

  • Implementasi Clustering K-Means Terhadap Pemilihan Konsentrasi Mahasiswa Menggunakan Bahasa R
    ZRS Elsi, D Haryanto
    JUPITER: Jurnal Penelitian Ilmu dan Teknologi Komputer 14 (2-b), 277-286 2022

  • Perancangan sistem informasi berbasis web Pada Rumah Sakit Muhammadiyah Palembang
    M Ihsan, ZR Saputra
    JUPITER: Jurnal Penelitian Ilmu dan Teknologi Komputer 14 (2-c), 560-568 2022

  • Analisis Performance Progressive Web Apps Pada Aplikasi Shopee
    D Haryanto, ZRS Elsi
    Jurnal Ilmiah Informatika Global 12 (2) 2021

  • DISPENSER HANDSANITIZER TANPA SENTUH MENGGUNAKAN ARDUINO
    SP Agustanti, H Hartini, ZRS Elsi, A Ripangga
    Jusikom: Jurnal Sistem Komputer Musirawas 6 (2), 133-141 2021

  • Pengendali lampu dan air conditioner dengan telegram
    ZR saputra Elsi, FAD Putra, A Apriansyah, S Primaini, H Hartini
    Jusikom: Jurnal Sistem Komputer Musirawas 6 (2), 115-122 2021

MOST CITED SCHOLAR PUBLICATIONS

  • Utilization of data mining techniques in national food security during the Covid-19 pandemic in Indonesia
    ZRS Elsi, H Pratiwi, Y Efendi, R Rusdina, R Alfah, AP Windarto, F Wiza
    Journal of Physics: Conference Series 1594 (1), 012007 2020
    Citations: 49

  • New Student Admissions Information System With Client Server Based Sms Gateway
    ZRS Elsi, G Rohana, V Nuranjani
    JITK (Jurnal Ilmu Pengetah. dan Teknol. Komputer) 6 (2), 159-166 2021
    Citations: 32

  • PERANCANGAN APLIKASI PENGOLAHAN DATA OBAT BERBASIS MYSQL DENGAN CLIENT SERVER
    ZR saputra Elsi
    Jurnal Digital Teknologi Informasi 2 (1), 43-50 2019
    Citations: 26

  • RANCANG BANGUN ABSENSI PERKULIHAN DENGAN FINGERPRINT BERBASIS WEBBASE
    ZRS Elsi, Jimmie
    Jusikom: Jurnal Sistem Komputer Musirawas 5 (1), 24-32 2020
    Citations: 19

  • Analisis Performance Progressive Web Apps Pada Aplikasi Shopee
    D Haryanto, ZRS Elsi
    Jurnal Ilmiah Informatika Global 12 (2) 2021
    Citations: 14

  • Perancangan Perangkat Lunak Sistem Pemesanan Pada Pelangi Cake
    D Haryanto, ZRS Elsi
    JUTIM (Jurnal Teknik Informatika Musirawas) 6 (1), 51-60 2021
    Citations: 12

  • Perancangan Smart Home berbasis Arduino
    ZR Saputra
    Amik Sigma Palembang 2016
    Citations: 10

  • PERANCANGAN FTP SERVER DALAM PENGUMPULAN ADMINISTRASI KELAS PADA SD NEGERI 133 PALEMBANG
    ZRS Elsi
    Jurnal Sigmata 6 (2), 45-52 2018
    Citations: 9

  • Simulator Penghitung Jumlah Kendaraan Pada Pintu Masuk Dan Keluar Berbasis Arduino
    ZRS Elsi
    Jurnal Sistem Komputer 2 (2), 98-104 2017
    Citations: 9

  • Perancangan Monitoring Suhu Ruangan Menggunakan Arduino Berbasis Android di PT. Tunggal Idaman Abdi Cabang Palembang
    ZRS Els
    Jurnal Teknologi Informasi MURA 8 (2) 2016
    Citations: 8

  • Penerapan Protokol RTMP Dan HTTP Untuk Media Belajar Jarak Jauh Pada Amik Sigma
    ZR Saputra
    Jurnal Teknologi Informasi MURA 9 (ISSN No: 2085-6156 Volume 9 Nomor), 23-29 2017
    Citations: 7

  • Perancangan Jaringan Komputer Berbasi Lan Di Ruang Lab Sma Muhammadiyah 1 Muara Padang
    D Haryanto, ZRS Elsi
    Jurnal Digital Teknologi Informasi 4 (1), 27-31 2021
    Citations: 6

  • PERANCANGAN SISTEM BILLING PLAYSTATION BERBASIS ARDUINO-BASED PLAYSTATION BILLING SYSTEM DESIGN
    ZR Saputra, T Ismail, H Pratama
    Jusikom: Jurnal Sistem Komputer Musirawas 4 (02), 59-64 2019
    Citations: 6

  • Rancang Bangun Buka Tutup Pintu Otomatis Dengan Interfacing Berbasis Android
    ZR Saputra
    Jurnal Teknologi Informasi MURA 8 (1) 2016
    Citations: 6

  • Shoutcast Distributed Network Audio Server (DNAS) Sebagai Server Streaming Radio Kampus
    ZR Saputra
    Jurnal Manajemen dan Informatika SIGMATA 5 (Volume 5 Nomor 1 Oktober 2016 2017
    Citations: 5

  • Perancangan sistem informasi berbasis web Pada Rumah Sakit Muhammadiyah Palembang
    M Ihsan, ZR Saputra
    JUPITER: Jurnal Penelitian Ilmu dan Teknologi Komputer 14 (2-c), 560-568 2022
    Citations: 4

  • Perancangan Alat Deteksi Suhu Tubuh Dengan Sensor Contactless Berbasis Arduino Uno
    ZR saputra Elsi, D Haryanto, S Primaini, H Hartini
    Jusikom: Jurnal Sistem Komputer Musirawas 6 (1), 50-59 2021
    Citations: 4

  • Feature Selection using Chi Square to Improve Attack Detection Classification in IoT Network: Work in Progress
    ZRS Elsi, D Stiawan, AF Oklilas, YN Kunang, MY Idris, R Budiarto
    2022 9th International Conference on Electrical Engineering, Computer 2022
    Citations: 3

  • Pengendali lampu dan air conditioner dengan telegram
    ZR saputra Elsi, FAD Putra, A Apriansyah, S Primaini, H Hartini
    Jusikom: Jurnal Sistem Komputer Musirawas 6 (2), 115-122 2021
    Citations: 3

  • PERANCANGAN PENGENDALI PINTU PAGAR DENGAN SISTEM PERSONAL IDENTIFICATION NUMBER
    ZR Saputra
    Jurnal Sigmata 6 (Volume 6 Nomor 1), 47-54 2018
    Citations: 3