Article Per Year (5 Year)
p-Index From 2021 - 2026
2.125
P-Index
This Author published in this journals
All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) JSM (Jurnal SIFO Mikroskil) Bulletin of Electrical Engineering and Informatics CESS (Journal of Computer Engineering, System and Science) InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Jurnal Informatika Juripol Jurnal Teknovasi : Jurnal Teknik dan Inovasi Mesin Otomotif, Komputer, Industri dan Elektronika Jurnal Mantik Penusa Jurnal Inotera METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi JISICOM (Journal of Information System, Infomatics and Computing) Jurnal Abdi Ilmu Jurnal Ilmu Teknik dan Komputer Computer Science and Information Technologies Prosiding SeNTIK STI&K
Muhammad Zarlis
Universitas Sumatera Utara
Aerospace Engineering Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mechanical Engineering Other

Published : 24 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 2 Documents
Search
Journal : CESS (Journal of Computer Engineering, System and Science)

 1 
Weighting Comparative Analysis Using Fuzzy Logic and Rank Order Centroid (ROC) in the Simple Additive Weighting (SAW) Method Alfin Ghazali; Poltak Sihombing; Muhammad Zarlis
CESS (Journal of Computer Engineering, System and Science) Vol 7, No 1 (2022): January 2022
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (425.128 KB) | DOI: 10.24114/cess.v7i1.27758

Abstract

Decision Support System Method which is often referred to as the weighted addition method, one of which is Simple Additive Weighting. But the value of the weights in this system is not officially the calculation used. Therefore, usually a number of researchers combine this method with other methods to be more precise and accurate in supporting their decisions. In this study, the authors compare the results of the SAW method between the weighting based on the Fuzzy Logic method and the weighting based on the Rank Order Centroid (ROC) method. The case studied was the number of student satisfaction with learning outcomes during the Covid-19 pandemic. The results obtained are the number of students who are declared satisfied with learning during the Covid-19 pandemic as many as 6 students for the weighting of the Fuzzy Logic method and 5 students for the weighting of the Rank Order Centroid (ROC) method.
Feature Selection Using Eigen Vector to Improve K-Means Clustering Nugroho Syahputra; Muhammad Zarlis; Syahril Efendi
CESS (Journal of Computer Engineering, System and Science) Vol 7, No 2 (2022): July 2022 - In Process
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/cess.v7i2.35449

Abstract

Banyaknya jumlah atribut data set dari proses pengelompokan data dengan K-Means Clustering dapat mempengaruhi besaran jumlah iterasi yang dihasilkan. Pada riset ini, Eigen Vector digunakan untuk melakukan seleksi fitur pada data set. Data set yang telah diseleksi selanjutnya dilakukan proses clustering dengan K-Means Clustering. Data set yang digunakan pada riset ini adalah Wine Quality Dataset yang diperoleh dari UCI Machine Learning Repository, dengan 11 atribut ,4898 records data dan 7 kelas atribut. Hasil dari riset ini menunjukkan bahwa rata-rata jumlah iterasi yang diperoleh dari perbandingan pengujian dengan menggunakan K-Means tanpa seleksi fitur yaitu diperoleh rata-rata sebesar 21 iterasi, sedangkan K-Means dengan seleksi fitur Eigen Vector diperoleh rata-rata sebesar 15 iterasi. Evaluasi clustering dihitung menggunakan Davies-Bouldin Index (DBI). Nilai DBI pada K-Means Clustering tanpa seleksi fitur yaitu sebesar 0.746667, sedangkan pada K-Means Clustering dengan Eigen Vector yang telah diseleksi sebanyak 5 atribut diperoleh nilai rata-rata DBI masing-masing sebesar 0.664316.
Co-Authors Ade Candra, Ade Anindra Ramdhan Nugraha Dadang Priyanto Dedy Hartama Devanta Abraham Tarigan Devi Maiya Sari Nasution Efendi, Syahril Efori Buulolo Erna Budhiarti Nababan Ghazali, Alfin Hardisal, Hardisal Hariyati Lubis, Hariyati Hengki Tamado Sihotang Hengki Tamando Sihotang Hengki Tamando Sihotang Herdianto Herdianto Herimanto Herimanto Herman Mawengkang Husain Husain Husain Husain Julpan Julpan Junaedi, Ifan M Anggi Rivai Nst M Safii Mochamad Wahyudi Muasir Pagan Muhammad Rusdi dan Afritha Amelia - Muhammad Safii Nugroho Syahputra Pahala Sirait Poltak Sihombing Rahmat Widia Sembiring - Rika Permata Sari Siregar Serdano, Akbar Sinuraya, Junus Sri Wahyuni Suci Ramadani Sudarto Suherman Suherman Sulindawaty, Sulindawaty Verdi Yasin Vinsensia, Desi Zakarias Situmorang Zulkifli Nasution