Article Per Year (5 Year)
p-Index From 2020 - 2025
2.766
P-Index
This Author published in this journals
All Journal METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi Jurnal Teknik Informatika UNIKA Santo Thomas JUKI : Jurnal Komputer dan Informatika MEANS (Media Informasi Analisa dan Sistem) Jurnal Teknik Informatika Unika Santo Thomas (JTIUST) Journal of Artificial Intelligence and Engineering Applications (JAIEA) Geosfera: Jurnal Penelitian Geografi Majalah Ilmiah METHODA TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Jurnal Widya Climago Jurnal Pengabdian Masyarakat Nauli
Marzuki, Sinambela
Badan Meteorologi, Klimatologi dan Geofisika
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Public Health Social Sciences Other

Published : 18 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 2 Documents
Search
Journal : MEANS (Media Informasi Analisa dan Sistem)

 1 
Prediction of Domestic Passengers at Kualanamu International Airport Using Long Short Term Memory Network Sunardi, Sunardi; Dwiyanto, Dwiyanto; Sinambela, Marzuki; Jamaluddin, Jamaluddin; Manalu, Darwis Robinson
MEANS (Media Informasi Analisa dan Sistem) Volume 4 Nomor 2
Publisher : LPPM UNIKA Santo Thomas Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (366.293 KB) | DOI: 10.54367/means.v4i2.566

Abstract

Domestic passenger forecasting provides key input into decisions of daily operation management and infrastructure planning of airports and air navigation services and for aircraft ordering and design. Planning for the future is one of the most important keys to success, forecasting is the way. The goal of this study to predict the number of domestic passengers at Kualanamu International Airport. The time-series data were employed from Badan Pusat Statistik (BPS). The result is then discussed in the context of the potential use of the proposed for a new perspective for the predicting of domestic passengers at Kualanamu International Airport, Indonesia. The machine learning approach using long short term memory (LSTM) presents a useful way of observing the domestic passenger predict the passenger time series.
A Review of Digital Image Classification Based on Fuzzy Logic Sinambela, Marzuki; Rahayu, Teguh; Darnila, Eva; Limbong, Tonni
MEANS (Media Informasi Analisa dan Sistem) Volume 5 Nomor 1
Publisher : LPPM UNIKA Santo Thomas Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (510.127 KB) | DOI: 10.54367/means.v5i1.704

Abstract

Fuzzy logic has long been an important issue for in the field of computer science, computer vision, image processing, machine learning and control theory and mathematics. In this review paper, we also see that the basics of fuzzy logic as well as fuzzy logic system (Fuzzy Inference System) use as decision making technique under a linguistic view of fuzzy sets. In this study, we focused to review the fuzzy logic to classification of digital image. The aim of this study was to review the fuzzy logic algorithm for classification of image.
Co-Authors Adi, Suko Prayitno Adithya, Andri Ramadhan Agustina, Idri Albertus Tua Simanullang Alexander F.T Parera Bertalina Sihotang Darwis Robinson Manalu Dumayanti, Imelda Sri Dwiyanto . Emerson Limbong Eva Darnila Eva Darnila eva darnila, eva darnila Hadi, Ahmad Fauzi Faishal Hartoyo, Puji Indra Kelana Jaya Jamaluddin Jamaluddin Jamaluddin, Jamaluddin Janner Simarmata Larosa, FGN Larosa Manurung, Samuel Margono Mira Hestina Ginting Munawar Munawar Naibaho, Jimmy F. Niken Woro Palupi Nur Hidayat Patra Mesiari Tarigan Rachmawardani, Agustina Rahayu, Teguh RB. Yanuar Harry W Riama, Nelly Florida Ritonga, Anggiat P Rumahorbo, Benget Saragih, Naikson F. Setiawan, Elyas Silalahi, Veraci Simanullang, Harlen Sinaga, Winton Sudarisman, Maman SUHARINI, YUSTINA SRI Sunardi Sunardi Sunardi, Sunardi Supandi, Achmad Surianto Sitepu Teguh Rahayu Teguh Rahayu TONNI LIMBONG Trihadi, Edward Widada Sulistya Wisnu Wardono Yohanna, Margaretha Yosvin Apriando Yudha, I Putu Putra Wira Sarwa