BibTex Citation Data :
@article{JMASIF31452, author = {Muhammad Yuniarto and Eko Sarwoko}, title = {Implementasi Metode K-Nearest Neighbor untuk Diagnosis Kanker Kolorektal dengan Biomarker Micro-RNA}, journal = {Jurnal Masyarakat Informatika}, volume = {11}, number = {1}, year = {2020}, keywords = {}, abstract = {Kanker Kolorektal merupakan keganasan yang berasal dari jaringan usus besar, terdiri dari kolon dan/ atau rektum. Salah satu metode skrining kanker kolorektal yaitu microRNA. Micro-RNA merupakan nukleotida yang berukuran pendek (sekitar 18-25 basa nukleotida) yang berperan dalam berbagai proses intraseluler dengan mengatur ekspresi gen. Micro-RNA yang mempengaruhi kanker kolorektal adalah miR-21, miR-31, miR- 135b, miR-183, miR-222, miR-145, dan miR-195. Metode K-Nearest Neighbor digunakan untuk melakukan klasifikasi data micro-RNA. Dataset yang digunakan berjumlah 600 data, terdiri dari 300 data normal, dan 300 data kanker kolorektal. Dataset terdiri dari 7 ekspresi micro-RNA beserta label datanya, kanker kolorektal atau normal. Pembagian dataset menjadi data latih dan data uji menggunakan metode K-Fold Cross Validation. Berdasarkan pengujian yang dilakukan dengan menggunakan 10-Fold Cross Validation, metode K-Nearest Neighbor menghasilkan accuracy terbaik pada K=3 dengan accuracy 94,17%, specificity 94,43%, dan sensitivity 94,41%.}, issn = {2777-0648}, pages = {35--48} doi = {10.14710/jmasif.11.1.31452}, url = {https://ejournal.undip.ac.id/index.php/jmasif/article/view/31452} }
Refworks Citation Data :
Article Metrics:
Last update:
Last update: 2025-06-24 15:02:07
The authors who submit the manuscript must understand that the article's copyright belongs to the author(s) if accepted for publication. However, the author(s) grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. Authors should also understand that their article (and any additional files, including data sets, and analysis/computation data) will become publicly available once published under that license. See our copyright policy. By submitting the manuscript to Jmasif, the author(s) agree with this policy. No special document approval is required.
The author(s) guarantee that:
The author(s) retain all rights to the published work, such as (but not limited to) the following rights:
Suppose the article was prepared jointly by more than one author. Each author submitting the manuscript warrants that all co-authors have given their permission to agree to copyright and license notices (agreements) on their behalf and notify co-authors of the terms of this policy. Jmasif will not be held responsible for anything arising because of the writer's internal dispute. Jmasif will only communicate with correspondence authors.
Authors should also understand that their articles (and any additional files, including data sets and analysis/computation data) will become publicly available once published. The license of published articles (and additional data) will be governed by a Creative Commons Attribution-ShareAlike 4.0 International License. Jmasif allows users to copy, distribute, display and perform work under license. Users need to attribute the author(s) and Jmasif to distribute works in journals and other publication media. Unless otherwise stated, the author(s) is a public entity as soon as the article is published.
