Article Per Year (5 Year)
p-Index From 2020 - 2025
4.521
P-Index
This Author published in this journals
All Journal Indonesian Journal of Artificial Intelligence and Data Mining EKONOMIS : Journal of Economics and Business JURNAL PENDIDIKAN TAMBUSAI Journal on Education Antivirus : Jurnal Ilmiah Teknik Informatika JSAI (Journal Scientific and Applied Informatics) INTI Nusa Mandiri Jurnal Syntax Fusion : Jurnal Nasional Indonesia Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) Sustainability (STPP) Theory, Practice and Policy Jurnal Ilmiah Sistem Informasi dan Ilmu Komputer Jurnal Publikasi Ilmu Komputer dan Multimedia Jurnal Teknik Informatika dan Teknologi Informasi Malcom: Indonesian Journal of Machine Learning and Computer Science JURNAL MUARA PENDIDIKAN Journal of Artificial Intelligence and Digital Business Indonesian Journal of Contemporary Multidisciplinary Research Journal of Innovative and Creativity The Indonesian Journal of Computer Science Merkurius: Jurnal Riset Sistem Informasi dan Teknik Informatika
Sepriano Sepriano
Universitas Islam Negeri Sulthan Thaha Saifuddin Jambi
Agriculture, Biological Sciences & Forestry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mathematics Social Sciences Other

Published : 32 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Indonesian Journal of Artificial Intelligence and Data Mining

 1 
Data Sharing Technique for Electronic Health Record (EHR) Classification using Support Vector Machine Algorithm Moh. Erkamim; Said Thaufik Rizaldi; Sepriano Sepriano; Khoirun Nisa; Sulhatun Sulhatun; Zilrahmi Zilrahmi; Winalia Agwil
Indonesian Journal of Artificial Intelligence and Data Mining Vol 6, No 1 (2023): Maret 2023
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/ijaidm.v6i1.24794

Abstract

The Electronic Health Record (EHR) integrates information about medical history in patients, complications, and history of drug use efficiently, which demands optimality and speed of service for efficiency and effectiveness of services, especially in determining outpatient and inpatient services on accurate patient history data. In efforts to improve data accuracy, this study combined the c, γ, and degree kernels in the Linear, Polynomial, and Radial Basis Function (RBF) kernels as well as data sharing techniques 10-fold cross-validation, k-medoids, and Hold- out (70 % 30%) resulted in superior K-Medoids data sharing techniques for each Polynomial kernel with an accuracy of 75.76% and a Radial Basis Function (RBF) kernel with an accuracy of 75.56% so that it can be said that the combination of K-Medoids and Polynominal kernel in the algorithm Support Vector Machine (SVM) can be used in this research case
Co-Authors Abdussalam Al Akbar Adi Nugroho Susanto Putro Afdalul Zikri Albet Triadi Alex Rizky Saputra Ali Zainal Abidin Alaydrus Alimuddin Yasin Andreo Yuderth Ardianti, Linda Ardiyansa, Melky Ariyanto, Zikri Ashari, Muhammad Al Bastomi Baharsyah Bayu Indrawan Safril Budy Satria Candra Surya Danial, Ahmad Dodi Hendri Syahputra Efitra Efitra Efitra Efitra Efitra Elfitra Elza Efdiningsih Eri Mardiani Fajar Dwi Ananda Fatima Felawati Fatima Felawati Felawati, Fatima Fikri Haikal Firma Firma Handayani, Andi Wirda Harwindra Kurnia Adi Hendra Saputra Hendrawan, Jodi Hidayah, Zainur I Gede Iwan Sudipa Idham Khalik Jodi Hendrawan Khoirun Nisa Khotib Zubiyan, Ahmad Legito . LM Fajar Israwan, LM Fajar M. Taufik Melky Adiansyah Melky Ardiyansa Melky Ardiyansa Moh. Erkamim Muhammad Aprizal Muhammad Habib Mustofa Muhammad Iqbal Muhammad Syarif Hartawan Nindi Permata Riau Nirma Ceisa Santi Nofri Yudi Arifin Nurmita, Nurmita Pazur Rohman Tri Asmoro Putri Rahmadani, Putri Putri, Asih Amelia Putri, Nadila Eka Ramadhani, Yerix Ratu Mutiara Siregar Retno Wahyuningsih Riri Rahmawati Risa Amanda Said Thaufik Rizaldi Sari, Ida Kumala Setiawan, Ahmadi Sitti Rachmawati Sulhatun Sulhatun Taufik Hidayat Taufik Hidayat Taufik Hidayat Tri Sesilia Safril Try Susanti Umi Kalsum Winalia Agwil Yonifan Mufatgiin Yudertha, Andreo Yulistian, Saldi Zikri, Afdalul Zilrahmi, Zilrahmi