Article Per Year (5 Year)
p-Index From 2021 - 2026
2.572
P-Index
This Author published in this journals
All Journal Jurnal Riset Pendidikan Matematika Jurnal SIMADA (Sistem Informasi dan Manajemen Basis Data) JINOP (Jurnal Inovasi Pembelajaran) JURNAL IQRA´ Jurnal TAM (Technology Acceptance Model) Prosiding Seminar Nasional Darmajaya Malikussaleh Journal of Mathematics Learning (MJML) IJISCS (International Journal Of Information System and Computer Science) JURNAL MANAJEMEN PENDIDIKAN ISLAM AL-IDARAH Indonesian Journal of Mathematics Education JPGMI (Jurnal Pendidikan Guru Madrasah Ibtidaiyah Al-Multazam) Jurnal Varian Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistika Jurnal PkM: Pemberdayaan Masyarakat Jurnal Manajeman Pendidikan Al Multazam (JMPA) JLCEdu (Journal Of Learning And Character Education) JIBTec (Journal of Intelligent Business and Technology Science) International Journal of Trends in Mathematics Education Research (IJTMER) Joong-Ki International Journal of Artificial Intelligence and Robotic Technology (IJAIRTec) Jurnal TAM (Technology Acceptance Model) IJISCS (International Journal of Information System and Computer Science)
Trisnawati
Prodi Sistem Informasi, STMIK Pringsewu, Lampung
Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences Other

Published : 39 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Jurnal Varian

 1 
Robust Singular Value Decomposition Method on Minor Outlier Data Bernadhita Herindri Samodera Utami; Trisnawati Trisnawati; Rani Pratiwi; Miswan Gumanti
Jurnal Varian Vol 4 No 1 (2020)
Publisher : Universitas Bumigora

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30812/varian.v4i1.857

Abstract

In multivariate statistics, Singular Value Decomposition (SVD) for a data matrix containing outliers does not provide data that can be analyzed optimally. This study aims to overcome outlier data using the Robust Singular Value Decomposition (RSVD) method and compare it with the SVD method. The analysis using the RSVD method includes several steps, namely determining the initial predictive value of the vector u and regressing it then normalizing the estimator vector β and carrying out the iteration process until convergent results are obtained. The results of this study indicate that the RSVD for dealing with minor outliers data is not influenced by initial estimates. The RSVD method is strongly influenced by the large amount of outliers data, the more extreme outliers data, the more iterations are.
Co-Authors Agus Irawan Ahmad Khumaidi Ana Istiani Andino Maseleno Atif Sidqi Baqiatus Solihah Bernadhita Herindri S. Utami Citrawati Jatiningrum Dewi, Novi Ayu Kristiana Dhoriva Urwatul Wutsqa Dita Novita Sari Erliza Septia Nagara Eva Yuliana Garaika Genta Nirvana Gita Fadila Rahmawati Iman, Finda Destiani Kasmi, Kasmi Kristina, Marilin Lailaturrohmah Lailaturrohmah Leni Anggraeni M Agus Badruzaman Al Khoir M. Rifqi Najib Miswan Gumanti Muhamad Muslihudin Muhammad Idris Muhammad Junaidi Muyasaroh, Ilmi Nadia Zeniarti Nur Latifah Ponidi Ponidi Putra, Eki Pramudia Sukarno Raden Mohamad Herdian Bhakti Rani Pratiwi Rani Pratiwi Rani Pratiwi, Rani Rina, Helda Robia Astuti Rulin Suastika Sari, Keni Puspita Satria Abadi Siti Mukodimah Siti Muqodimah Sodikin Sodikin Sri Ipnuwati Sri Ipnuwati Sudewi Sudewi Suminto Suminto Suyono Suyono Suyono Suyono Suyono, Suyono Tiara, Seregia Reffa Tri Wahyudi Usmanto, Budi Wanda Nugroho Yanuarto Widi Andewi Widi Andewi Winia Waziana Winia Waziana Wiwin Rita Sari Wulandari Wulandari