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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS) Jurnal Edukasi Elektro INOTEKS : Jurnal Inovasi Ilmu Pengetahuan, Teknologi, dan Seni Dinamik Journal of Fisheries Resources Utilization Management and Technology Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik UNEJ e-Proceeding Jurnal Teknik Elektro PROtek : Jurnal Ilmiah Teknik Elektro Journal of Electrical Technology UMY JETT (Jurnal Elektro dan Telekomunikasi Terapan) CIRCUIT: Jurnal Ilmiah Pendidikan Teknik Elektro Rang Teknik Journal CYCLOTRON Jurnal ULTIMA Computing Adimas : Jurnal Pengabdian Kepada Masyarakat Jambura Journal of Health Sciences and Research Jurnal Sistem Cerdas Buletin Ilmiah Sarjana Teknik Elektro MOTIVECTION : Journal of Mechanical, Electrical and Industrial Engineering Academia Open Indonesian Journal of Cultural and Community Development Journal of Computer Networks, Architecture and High Performance Computing Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Jurnal JEETech Community Empowerment Journal of Electrical Engineering and Computer (JEECOM) J-Eltrik JASEE Journal of Application and Science on Electrical Engineering Jurnal SImetri Rekayasa JEEE-U (Journal of Electrical and Electronic Engineering-UMSIDA) Jurnal Abdimas ADPI Sains dan Teknologi Indonesian Journal of Innovation Studies Jurnal Al Ulum: LPPM Universitas Al Washliyah Medan SinarFe7 Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) Prosiding Seminar Nasional Teknologi Industri Berkelanjutan PELS (Procedia of Engineering and Life Science) Procedia of Social Sciences and Humanities Media Bina Ilmiah JEECS (Journal of Electrical Engineering and Computer Sciences) Riwayat: Educational Journal of History and Humanities Innovative Technologica: Methodical Research Journal Prosiding Seminar Nasional Rekayasa dan Teknologi (TAU SNAR- TEK) JSCS
Izza Anshory
Teknik Elektro, Universitas Muhammadiyah Sidoarjo
Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture 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 Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Journal : UNEJ e-Proceeding

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FEATURE EXTRACTION OF HEART SIGNALS USING FAST FOURIER TRANSFORM Hindarto Hindarto; Izza Anshory; Ade Efiyan
UNEJ e-Proceeding 2016: Proceeding The 1st International Basic Science Conference
Publisher : UPT Penerbitan Universitas Jember

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Abstract

Heart disease is a disease that is very dangerous. Even today in Indonesia an estimated 20 million or approximately 10% of the population of the archipelago suffer from heart disease. Such conditions make cardiovascular disease the number one killer in Indonesia. Not only in Indonesia, the number of heart patients in the world very much, it is estimated there are at least one billion people. This study was designed with the aim to classify the heart signals, the data taken from Physiobank namely MIT-BIH Arrhythmia Database and MIT-BIH Normal Sinus Rhythm Database, the data is processed by taking the feature extraction methods Fast Fourier Transform. The results of the feature extraction method used will be selected prior to use for the classification process. Classification is using Backpropagation Neural Network. From the research found, the feature extraction method of Fast Fourier Transform by taking 64 point data after FFT process and backpropagation as classification of obtaining a classification accuracy rate of 87 %.
Co-Authors A. Ahfas Abdul Halim Abdullah Mubarak 'Aafi Abror, M. Achmad Fatchur Rochman, Achmad Fatchur Ade Efiyan Adi Prasetyo Adi Prasetyo Adi Prasetyo Agus Hayatal Falah Ahmad Ahfas Ahmad Fudholi Akhmad Ahfas Al Amien, Mochammad Sandi Ali Imron Aliffudin, Muchammad Amar Rasuli Arga Rachmanda Putra Arief Rachman Yunanto Arief Wicaksono Arief Wisaksono Ariel Fadilah, Mokhamad Aristi Dian Purnama Fitri Aufi, Nizarruddien Al Ayu, Shazana Dyah A’rasy Fahruddin Bayu Sukma Sejati Bima Setya Kusumaraga Bimo Agressianto Budi, Mohamad Istiyo Cecep Kusmana Charizuddin, Muhammad Charizuddin, Muhammad Desyandri Desyandri Dimas Dwi Prayoga Donny Wiraputra Drajad Kuncoro Aji Drajad Kuncoro Aji Dwi Hadidja Dwi Hadidjaja Dwi Irawan Dwi Iswahyudi, Dwi Eko Agus Suprayitno Emy Rosnawati Emy Rosnawati Fachrudin, A’rasy Fahruddin, A’rasy Fakhrudin, A’rasy Febrian, Dharma Ekita Putra Firmansyah, Fikri Alam Galih R, Sayid Hafidz Maulana Ichsan Hariska Ade Pratama Hariswanda, Yuswono Hayatal Falah, Agus Herry Boesono Hindarto Husen, Mohamad Sadam Ilham Ramadhana Chofananda Imam Fahmi Udin Ma'ruf Indah Sulistiyowati Indah Sulistyowati Indah Sulistyowati Indah Sulistyowati Indah Sulistyowati, Indah Iswahyudi, Dwi Jamaaludddin, Jamaaluddin Jamaaluddin Jamaaludin Jamaluddin Jamaluddin KHOIRI Laksono Hadi, Moch. Faizal Lukman , Lukman Lukman Hudi Mardiyono Mas’ud, Ibnu Maulana Ichsan, Hafidz Moch. Dani Septiyan Mohammad Idris Andriansyah Mokhamad Ariel Fadilah Muh Arul Romadhon Muhamad Hafiz Servo Fadillansyah Muhamad Husaini Muhamad Saifudin Zuhri Muhammad Alamsyah Muhammad Drajad Kuncoro Aji Muhammad Masduki Zakaria Muhammad Syaiful Azis Muhammad Taufik Nur Efendi Muhammad Ulum Muhammad Zum’an Azmi Pasca Yoghaswara Pasca Yoghaswara Pradana, Fendy Steyo Prantasi Harmi Tjahjanti Prasetiyo Budi Megantoro Pratama, Yoga Tri Pratama, Yunardhika Wahyu Putra, Arga Rachmanda Putra, Mochamad Wildan Karyono Putra, Wijaya Al Hadad Sudjono Ramadhan, Hanif Ribangun Bamban Jakaria Rio Prayogo Rohman, Rizky Habibur Romadhoni, Sahrul Saickoni, Mohammad Septi Budi Sartika Shazana Dhina Ayuni Shazana Dhiya Ayuni Shobah, Moh. Nurus Sholihuddin Ayyubi Syahrorini, Syamsudduha Syamsi Dhuha, Ahmad Naajih Taufik Marzuki Wijaya Al Hadad Sudjono Putra Yoghaswara, Pasca Zaputra, Gaggah