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Improving accuracy of derived 12-lead electrocardiography by waveform segmentation Indra Hardian Mulyadi; Nelmiawati Nelmiawati; Eko Supriyanto
Indonesian Journal of Electrical Engineering and Informatics (IJEEI) Vol 7, No 1: March 2019
Publisher : IAES Indonesian Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (349.237 KB) | DOI: 10.52549/ijeei.v7i1.937

Abstract

A number of methods have been proposed to reduce number of leads for electrocardiography (ECG) measurement without decreasing the signal quality. Some limited sets of leads that are nearly orthogonal, such as EASI, have been used to reconstruct the standard 12-lead ECG by various transformation techniques including linear, nonlinear, generic, and patient-specific. Those existing techniques, however, employed a full-cycle ECG waveform to calculate the transformation coefficients. Instead of calculating the transformation coefficients using a full-cycle waveform, we propose a new approach that segments the waveform into three segments: PR, QRS complex, and ST, hence the transformation coefficients were segment-specific. For testing, our new segment-specific approach was applied to six existing methods: Dower’s method with generic coefficients, Dower’s method with individual (patient-specific) coefficients, Linear Regression (LR), 2nd degree Polynomial Regression (PR), 3rd degree PR, and Artificial Neural Network (ANN). The results showed that the new approach outperformed the conventional full-cycle approach. It was able to significantly reduce the derivation error up to 74.50% as well as improve the correlation coefficient up to 0.66%.
Penilaian Ancaman pada Website Transkrip Aktifitas Mahasiswa Politeknik Negeri Batam Menggunakan Metode DREAD Anggariyona Saputra; Nelmiawati Nelmiawati; Maya Armys Roma Sitorus
JURNAL INTEGRASI Vol 9 No 1 (2017): Jurnal Integrasi - April 2017
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/ji.v9i1.281

Abstract

Website merupakan media komunikasi yang memiliki peranan penting dalam penyebaran informasi terlebih dalam dunia pendidikan. Transkrip Aktivitas Kemahasiswaan (TAK) adalah website yang berisikan informasi mengenai transkrip keaktifan mahasiswa. Informasi penting terdapat dalam website TAK sehingga rentan untuk di eksploitasi dan akan menimbulkan masalah yang besar. Menganalisis celah keamanan serta memberikan penilaian ancaman merupakan hal yang penting. Tujuannya untuk meminimalisir ancaman agar tidak mudah di eksploitasi. Metode yang digunakan yaitu DREAD, metode ini dapat memberikan penilaian dan memberikan informasi yang berkualitas. Informasi ini bertujuan untuk menghasilkan peringkat risiko pada aplikasi web. Hasil dari penilaian risiko menggunakan metode DREAD untuk memberikan informasi tingkat risiko suatu ancaman, meminimalisir risiko suatu ancaman, serta memberikan tindakan pencegahan dari suatu ancaman. Dengan risiko yang paling tertinggi terdapat pada pengujian autentikasi.
Manajemen Risiko Ancaman pada Aplikasi Website Sistem Informasi Akademik Politeknik Negeri Batam Menggunakan Metode OCTAVE Nelmiawati Nelmiawati; Fernando Reza Destrianto; Maya Armys Roma Sitorus
JURNAL INTEGRASI Vol 9 No 1 (2017): Jurnal Integrasi - April 2017
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/ji.v9i1.284

Abstract

Aplikasi website merupakan layanan informasi yang sering digunakan oleh pengguna Internet saat ini. Sistem Informasi Akademik (SIA) merupakan salah satu aplikasi website yang ada di Politeknik Negeri Batam. SIA digunakan untuk menyimpan catatan, nilai dan biodata diri mahasiswa. Oleh karena itu, perlu identifikasi risiko dan manajemen risiko dari ancaman yang ditemukan pada SIA. Berdasarkan Open Web Application Security Project (OWASP) ada beberapa metode yang digunakan untuk manajemen risiko ancaman, salah satunya adalah OCTAVE. OCTAVE merupakan metode dalam manajemen risiko secara sistematik dengan melakukan pengidentifikasian risiko. Penelitian ini bertujuan untuk melakukan pengujian keamanan dan manajemen risiko ancaman yang terjadi pada SIA. Metode OCTAVE bertujuan untuk memberikan tahapan dalam memanajemen risiko ancaman yang ditemukan. Hasil penelitian menemukan 4 kategori ancaman yaitu kategori otentikasi, kriptografi, manajemen sesi dan manajemen konfigurasi. Kategori ancaman yang ditemukan bisa digunakan oleh UPT-SI Politeknik Negeri Batam sebagai bentuk tindakan pencegahan terhadap kelemahan yang terdapat pada aplikasi website SIA.
LOW COST WIRELESS ECG PATCH USING ESP32 Budi Sugandi; Muhammad Haikal Satria; Hamdani Arif; Nelmiawati Nelmiawati; Indra Hardian Mulyadi
JURNAL INTEGRASI Vol 12 No 1 (2020): Jurnal Integrasi - April 2020
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (877.274 KB) | DOI: 10.30871/ji.v12i1.1764

Abstract

Wearable-and-wireless Electrocardiograph (ECG) has been widely used for long term monitoring due to practical reasons. Besides its high Signal to Noise Ratio (SNR), one of patch benefits is its flexibility for users to place the electrodes. However, most of existing commercial wireless ECG patches displays Heart Rate Variability (HRV) only, without ability to provide or record the ECG waveform. Some of them employ two electrodes only: Right Arm (RA) and Left Arm (LA), without additional electrode called Right Arm Drive (RLD). In addition, It is beneficial to provide more than one wireless technology option for ECG patch. We propose a low cost wireless ECG patch that has ability to provide ECG waveform (Lead I) and calculate HRV automatically. Besides RA and LA, it utilized RLD electrode to increase Common Mode Rejection Ratio (CMRR). For data processing, we employed ESP32, a low-power 32-bit microcontroller equipped with Bluetooth Classic (BT), Bluetooth Low Energy (BLE), and Wifi in a compact module. The test results showed that the proposed ECG patch resulted in more accurate HRV calculation as well as 2,7 times faster transition time compared to a commercial product.
Rancangan Pembelajaran Berbasis Projek Program Studi Rekayasa Keamanan Siber Politeknik Negeri Batam Nelmiawati Nelmiawati; Uuf Brajawidagda
JURNAL INTEGRASI Vol 13 No 1 (2021): Jurnal Integrasi - April 2021
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/ji.v13i1.2910

Abstract

Project-Based Learning (PBL) is a learning method that is based on Student-Centered Learning activities by conducting active exploration of learning and solving existing problems. The PBL method has been believed in increasing student motivation, competence and soft skills. This is the basis for Cyber Security Engineering Study Program, Informatics Engineering Department, Politeknik Negeri Batam to transform, develop conventional-based learning towards PBL. Existing PBL-based learning implementations also vary depending on the project, problem, or product produced. This study provides an overview of the PBL design by providing examples of projects that can be carried out, as well as the stages of implementing PBL that follow the industry standards (hardware, software, services) through Agile method. This is the first step in realizing the implementation of PBL in the study program so that it can improve student soft skills and hard skills in solving problems especially in Cyber Security field.
Rancang Bangun Sistem Pengelolaan Barang Milik Negara Berbasis QR Code Ahmad Hamim THohari; Febrianto Hidayat; Maidel Fani; Nelmiawati Nelmiawati
JURNAL INTEGRASI Vol 14 No 1 (2022): Jurnal Integrasi - April 2022
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/ji.v14i1.3975

Abstract

BMN has meaning of all assets acquired from APBN expenses or other legal acquisitions. Politeknik Negeri Batam is required to manage, use and maintain in order to get benefit from these assets. Utilization of technology is an absolute solution in this management. The current management system works conventionally whereby an inventory number is printed on a label in each item. A difficulty found when it uses to track and check for inventory during daily usage or maintenance. A BMN QR code-based system is proposed which consists of two applications, namely web and mobile. The application was developed using an iterative prototyping method in order to get speed and accuracy according to user needs. The mobile application uses to quickly access goods data by scanning the item code, while a web application with a QR Code generator used to manage item data and create a QR Code based on the code item. Mobile applications were developed using the Ionic Framework, while web applications were built with AngularJS. The application testing results show that all defined functionalities can function and meet user needs.
Analisis Kemampuan dan Pengetahuan Keamanan Siber untuk Kompetisi Capture the Flag Jean Tirstan T; Joy Gilbert A; Nelmiawati Nelmiawati
JURNAL INTEGRASI Vol 14 No 1 (2022): Jurnal Integrasi - April 2022
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/ji.v14i1.3986

Abstract

CTF (Capture The Flag) competitions have emerged as a pivotal instrument in development of cyber security education over the past six years. It is imperative to ensure that the CTF competitions continue to develop to facilitate growth of cyber security education. To achieve the desired growth, it is necessary to analyze the progress achieved in the last six years the program has been implemented. This research collects and analyzes approximately 500 CTF solutions from the CTFtime platform. From the results of this analysis, we have identified that skills and techniques are needed in each category of CTF questions. We use the results of this analysis as a reference for questions on the CTF Platform that we created during PCT (Polibatam Cyber ​​Team) regeneration. PCT consists of a group of students from the Cyber ​​Security Engineering study program who are prepared to be at the forefront in participating in various activities related to Cyber ​​Security. The method we use is different from other CTFs, in that we use a skill-based and technique-based approach. We found that this approach was able to attract 80% of participants in solving and improving their skills in Cyber Security towards any challenges in a competitive environment.
Rancang Bangun Lab Komputer Virtual Berbasis Cloud Computing Menggunakan Openstack Pada Jaringan Terpusat Nelmiawati Nelmiawati; Nur Cahyono Kushardianto; Ahmad Hamim Tohari; Yan Prada Hasibuan; Dwi Ely Kurniawan
Journal of Applied Informatics and Computing Vol 2 No 1 (2018): Juli 2018
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (922.577 KB) | DOI: 10.30871/jaic.v2i1.821

Abstract

Politeknik Negeri Batam is one college that gives higher priority to practicum activity. Students are therefore faced with a larger practical task than theory, making it more laboratory than practicum sessions. While access to the lab is quite limited. Virtual computer labs using Cloud Computing technology can be a solution to overcome this limitation. The author has been doing research on the design of Cloud Computing's virtual computer lab using OpenStack on a centralized network and has got some results. Tests are performed with specific server specifications and use the OpenStack platform. And the results of testing of the virtual computer lab with case studies of object-based programming courses show the server used during testing can run virtual computer lab with 9 computers well. While in the case study there are 30 computers per lab. This is due to hardware resources that are not good enough.
Sistem Pendataan Barang Milik Negara dengan Secured QR Code dan REST API Maidel Fani; Nelmiawati Nelmiawati; Ahmad Hamim Thohari
Journal of Applied Informatics and Computing Vol 5 No 1 (2021): July 2021
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v5i1.2897

Abstract

Barang Milik Negara (BMN) adalah semua barang yang dibeli atau diperoleh atas beban Anggaran Pendapatan dan Belanja Negara (APBN) atau berasal dari perolehan lainnya yang sah. Politeknik Negeri Batam sebagai institusi pemerintah, wajib mengelola, memanfaatkan dan merawat BMN dengan baik agar didapat manfaat yang maksimal dari barang tersebut. Pemanfaatan teknologi mutlak diperlukan dalam rangka meningkatkan tata kelola dalam mengelola barang milik negara. Saat ini pengelolaan barang milik negara dilakukan dengan memberikan label yang berisi nomor pada setiap barang. Kendala yang muncul antara lain dalam proses pendataan, pelacakan dan pengelolaan barang milik negara, karena label tersebut dapat rusak, pudar dan terlepas. Penelitian ini mengusulkan aplikasi mobile dengan QR Code scanner untuk mengakses dan memeriksa data BMN dengan tepat. Aplikasi dilengkapi dengan secure QR Code generator dan REST API sebagai penyedia data BMN.
Pelatihan Bahasa Inggris Untuk Masyarakat Hinterland Dalam Pengembangan Kampung Wisata Pasir Panjang Arta Uly Siahaan; Condra Antoni; Satria Bayu Aji; Yosi Handayani; Agus Fatulloh; Mira Chandra Kirana; Nelmiawati Nelmiawati; Rina Yulius; Maidel Fani; Festy Winda Sari; Riki Riki; Ardiman Firmanda; Roza Puspita; Muhammad Idris
Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam Vol 1 No 1 (2019): Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam
Publisher : Pusat P2M Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/abdimas.v1i1.1253

Abstract

Nowadays, English should be mastered by all level of people and for all ages namely for children, teenagers or adults. There is a special challenge for improving the ability especially for hinterland society. For Rempang Cate citizen which is one of tourism destination in Batam, it is still far from the expectation. The idea of this community service is to improve the communication as the tourist destination host especially English for tourism. Finally, by giving this training to them, it is expected that they are able to attract more tourst to visit this place. The method of this community service is by giving training to three levels of class by providing material related to simple conversation fo tourism. Based on general result of questionnaire, everything ran well and no obstacles and difficulties happened to organize this training. It was very helpful to improve the readiness of the society to welcome the tourist.