I received my Bachelor Degree in Electrical Engineering in 2001 from Universitas Syiah Kuala. In 2009 she graduated from the Master program in Telecommunication Engineering, University of Arkansas, USA, under Fulbright scholarship. In January 2022, I received my PhD in Doctoral School of Engineering Science, Universitas Syiah Kuala.
I have been working in Universitas Syiah Kuala since December 2002. In this institution I join teaching team for Linear System, Probabilty and Stochastic, Control System, and Mathematics subject. I am also involved in research team of image/signal processing and information system development. Some publications regarding the reseacrh has been published in conference proceeding and journal, national and international. In a team work including lecturer and students, we have conducted some activities in sharing skill and knowledge to teachers in some SMK/SMA in Banda Aceh and Aceh Besar. Besides doing Lecturer main actvity, I am also devoting my time as copy editor for Jurnal Rekayasa Elektrika which is one of acredited Journal by Dikti.
| 1 | Impact of CLAHE-based image enhancement for diabetic retinopathy classification through deep learning |
| 2 | Sistem kendali dan pemantau kualitas air tambak udang berbasis salinitas, suhu, dan ph air |
| 3 | IoT based System for Air Pollution Monitoring in Banda Aceh |
| 4 | BreaCNet: A high-accuracy breast thermogram classifier based on mobile convolutional neural network |
| 5 | A Deep Learning Method for Early Detection of Diabetic Foot Using Decision Fusion and Thermal Images |
| 6 | Rancang Bangun Alat Pengukur Jarak Tempuh Lari Laun Menggunakan Sensor Inertial Measurement Unit (IMU) Berbasis Mikrokontroler |
| 7 | Adaptasi Model CNN Terlatih pada Aplikasi Bergerak untuk Klasifikasi Citra Termal Payudara |
| 8 | PERANCANGAN SISTEM SCADA PENGENDALIAN SAND FILTER PADA AUTOMASI SISTEM PENGOLAHAN AIR |
| 9 | Homomorphic filtering and phase-based matching for cross-spectral cross-distance face recognition |
| 10 | SISTEM PENGONTROLAN SUHU DAN KELEMBAPAN PADA ALAT PENGERING BUAH PINANG MENGGUNAKAN PENGENDALI LOGIKA FUZZY |
| 11 | RANCANG BANGUN PENGEMBANGAN PINTU OTOMATIS PENDETEKSI MASKER DAN SUHU TUBUH MENGGUNAKAN RASPBERRY PI 4 |
| 12 | A Review on Recent Progress in Thermal Imaging and Deep Learning Approaches for Breast Cancer Detection |
| 13 | Rancang Bangun Aplikasi Mobile Untuk Peminjaman Barang Menggunakan Layanan Web (Studi Kasus: Kantor Bpn Kota Langsa) |
| 14 | Measuring the Increase in Studentsâ Comprehension in a Flipped Introductory Calculus Course |
| 15 | MATLAB based design for an 8-point DFT formed on products of rademacher functions |
| 16 | The design of capacitive slit on improving the antenna gain of binomial double strip hexacula omnidirectional broadband antenna |
| 17 | MATLAB based Design for an 8-point Discrete Fourier Transform formed on Products of Rademacher Functions |
| 18 | Rancangan Layanan Web dan Aplikasi SMS Gateway E-Gampong Untuk Diseminasi Informasi Gampong Berbasis Android |
| 19 | Perancangan Robot Light Follower untuk Kursi Otomatis dengan Menggunakan Mikrokontroler ATmega 328P |
| 20 | Rancang bangun layanan web (web service) untuk aplikasi rekam medis praktik pribadi dokter |
| 21 | Rancang Bangun Aplikasi Rekam Medis untuk Praktik Pribadi Dokter Berbasis Android dan Memanfaatkan Layanan Web |
| 22 | Rancang Bangun Robot Self Balancing Berbasis Mikrokontroler Atmega328P Dengan Kendali Pid |
| 23 | The Development of Online Disaster Information System Using Location Based Service (LBS) Technology |
| 24 | The Development of Online Disaster Information SystemUsing Location Based Service (LBS) Technology |
| 25 | Ordinal Measure of Discrete Cosine Transform Coefficients and its Application to Fingerprint Matching |
| 26 | Ordinal Measure of Discrete Cosine Transform (DCT) Coefficients and Its Application to Fingerprint Matching |
| 27 | Studi Pencocokan Plat Kendaraan Dengan Metode Phase Only Correlation |
| 28 | Solving Human Resources Management of Construction Labors Using Mobile Community Network |
| 29 | General Co-Chair |