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All Journal Jurnal EECCIS Antivirus : Jurnal Ilmiah Teknik Informatika Jurnal Restikom : Riset Teknik Informatika dan Komputer
Fitroh Amaluddin
Teknik Informatika, Fakultas Teknik, Universitas Ronggolawe Tuban
Computer Science & IT Engineering

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Klasifikasi Kendaraan Menggunakan Gaussian Mixture Model (GMM) dan Fuzzy Cluster K Means (FCM) Fitroh Amaluddin; M. Aziz Muslim; Agus Naba
Jurnal EECCIS Vol 9, No 1 (2015)
Publisher : Fakultas Teknik, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (748.876 KB)

Abstract

This paper describes how to record a moving object and save as new video files (* .avi), then filtering the moving objects (Vehicles) by using a Gaussian Mixture Model (GMM) with 2 types of distribution, i.e. Bacground and Foreground distribution. The shape of the foreground distribution is filtered by morphological operations and segmented by using Bit Large Object (BLOB) Segmentation to get the vehicle dimensions. Feature extraction results of these vehicles, will be used as data cluster for vehicles classification by using Fuzzy Cluster Means (FCM). Resulting experiments show good results with 91.3% of accuracy rate.Index Terms—GMM, BLOB, FCM, Classification.
ANALISA SENSOR SUHU DAN TEKANAN UDARA TERHADAP KETINGGIAN AIR LAUT BERBASIS MIKROKONTROLER Fitroh Amaluddin; Andy Haryoko
Antivirus : Jurnal Ilmiah Teknik Informatika Vol 13 No 2 (2019): November 2019
Publisher : Universitas Islam Balitar

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (355.947 KB) | DOI: 10.35457/antivirus.v13i2.843

Abstract

Tsunamis are natural events that can occur any time without prior warning. Some mitigation efforts both through physical construction consist of sea wave height detection sensors such as DT-Sense Barometric Pressure & Temperature sensors, Infrared sensors, and ultrasonic sensors. However, the sensors have a low accuration and difficult installation. Therefore a device designed to provide temperature and air pressure data based on a microcontroller with higher accuracy, and easier installation. The device are made using a DS18B20 temperature sensor, then air pressure using BMP180 sensor. Sea wave height measurement system based on the working principle of air pressure at sea level. This tool is able to work well at altitudes with a minimum temperature of 25 degrees Celsius. Based on the results of air trials on water levels obtained every 0.1 meter increase in sea air, air pressure increases by 0.02 mb (millibar) or 0.12 mb / meter. While testing the air pressure against the temperature obtained is higher, the air temperature at sea level will increase. Each time the air pressure changes by 1.00 mb, the air temperature at sea level will change an average of around 0.46 degrees Celsius. In other words if the temperature decreases around 1 degree Celsius, then the air pressure also drops by 2.00 mb or around 16.67 meters.
MONITORING ALIRAN INFUS PASIEN MACET DI RUANG PERAWAT MENGGUNAKAN NRF WIRELESS COMMUNICATION Aries Eko Prasetyo; Amaludin Arifia; Fitroh Amaluddin; Andy Haryoko; Miftahurrohman
Jurnal RESTIKOM : Riset Teknik Informatika dan Komputer Vol 2 No 3 (2020): Desember
Publisher : Program Studi Teknik Informatika Universitas Nusa Putra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52005/restikom.v2i3.73

Abstract

Infus adalah suatu alat yang digunakan untuk memasukan cairan obat kedalam tubuh, infus membutuhkan pengawasan yang tepat dan akurat supaya tidak terjadi masalah – masalah, seperti infus macet yang dapat mengakibatkan gejala dan komplikasi. Dari permasalahan tersebut, penulis membuat alat untuk memonitoring infus pasien yang macet dari ruang perawat, kelebihan dari alat ini dapat memonitoring kemacetan infus dari jarak jauh dengan memanfaatkan Nrf Wireless communication sebagai perangkat mengirim dan menerima data. Hasil penelitian dari cara kerja alat ini diperoleh bahwa, dalam alat terdapat 2 jenis kemacetan infus yaitu untuk anak – anak dan orang dewasa , dimana untuk anak – anak menggunakan parameter 2,5 detik tanpa tetesan dan untuk orang dewasa menggunakan parameter 2 detik tanpa tetesan , pada alat ini terdapat identitas nomor pasien, jarak NRF24L01 Transmiter dan NRF24L01 Receiver dalam alat yang di buat adalah sejau 50 Meter luar ruangan dan 25 Meter dalam ruangan, kemudian alat ini juga dapat mendeteksi tetesan tetapi tidak dapat merekap dan menampilkan jumlah tetesan.
Co-Authors Agus Naba Amaludin Arifia Aries Eko Prasetyo Arifia, Amaludin Asfan Muqtadir Haryoko, Andy M. Aziz Muslim Syamsul Arifin