Professional Summary
Melinda was born in Bireuen, Aceh, June 10, 1979. She received B.Eng degree from the Department of Electrical Engineering, Faculty of Engineering, Syiah Kuala University, Banda Aceh in 2002. she had completed master degree at the Faculty of Electrical Department, University of Southampton, United Kingdom, with concentration field study of Radio Frequency Communication System in 2009. She have already completed the Doctoral degree at the Department of Electrical Engineering, Engineering Faculty of Universitas Indonesia in Februari 2018. She has been with the Department of Electrical Engineering, Faculty of Engineering, Syiah Kuala University since 2002. She also a member of IEEE. Her research interests include signal and fluctuation processing.
Educational Background
2014 – 2018
S3
Universitas Indonesia
Teknik Elektro
2008 – 2009
S2
University Of Southampton
Teknik Komunikasi
2000 – 2002
S1
Universitas Syiah Kuala
Telekomunikasi
| 1 | Heavyâ"Light Soft-Vote Fusion of EEG Heatmaps for Autism Spectrum Disorder Detection |
| 2 | Enhancing Autism Classification Accuracy on Facial Images Using a CNN Model Decision Fusion |
| 3 | Bayesian-Optimized Butterworth-PID Preprocessing for EEG-Based Autism Spectrum Disorder Classification |
| 4 | Comparative analysis of EEG pre-processing in ASD using Hanning and Blackman Harris filters |
| 5 | CNN-Based Facial Image Analysis for Pediatric Down Syndrome Classification |
| 6 | A Comparative Study of MSPCA and MSICA Denoising for EEG Based Autism Spectrum Disorder Classification Using LightGBM and TCN-SA |
| 7 | Comparative Analysis of Multispectral Image Classification Based on EfficientNetB0, ResNet152, DenseNet161, DenseNet121, and HSV Segmentation |
| 8 | Brief application notes for vision transformer (ViT) and convolutional neural network (CNN) in medical imaging |
| 9 | Dual-Domain Temporalâ"Spatial Denoising Approach for Autism Spectrum Disorder EEG Signals Based on Stationary Wavelet Transform and SPHARA |
| 10 | Electrocardiogram Signal Analysis Based on Discrete Wavelet Transform with Machine Learning Method in Autistic Children |
| 11 | Rancang Bangun Sistem Steganografi Multi-format LSB dan Enkripsi Fernet Berbasis Python |
| 12 | MEWT-Enhanced EEGNet for ASD EEG Classification: Performance Evaluation with k-Fold Cross-Validation |
| 13 | Optimasi Penempatan Distributed generation dan Kapasitor Bank Berbasis Particle Swarm Optimization untuk Meningkatkan Kinerja Sistem Distribusi Kota Sabang |
| 14 | Robust Facial Classification of Down Syndrome using Lightweight CNNs |
| 15 | Design and implementation of a state feedback controller for enhanced speed stability of permanent magnet DC motors under load variations |
| 16 | Classification of Autism Spectrum Disorder (ASD) in Children Using the VGG19 CNN Model Based on Facial Landmarks of the Eye and Forehead Areas |
| 17 | Jantung Dalam Pikiran Mesin: Revolusi Diagnosis Aritmia Melalui Deep Learning Dan Kecerdasan Sinyal ECG |
| 18 | Lightweight Rice Leaf Disease Classification Using MobileNetV2: A Comprehensive Performance Evaluation |
| 19 | Beta-Band Electroencephalography Classification for Autism Spectrum Disorder Using Wavelet Features and Least-Squares Support Vector Machine |
| 20 | Data Splitting Strategies for Down Syndrome Facial Classification: A Comparative Study Using EfficientNet-B0 and MobileNetV2 |
| 21 | Classification of H2O with HCl and H2O with NaOH Solution Images Using Otsu Segmentation and CNN |
| 22 | Upaya Pencegahan Demam Berdarah Dengue Melalui Edukasi Kesehatan di Desa Jua Jua |
| 23 | Implementasi Media Pembelajaran Emosi Berbasis AR untuk Meningkatkan Literasi Emosi Anak di Panti Sosial Rumoh Seujahtera Aneuk Nanggroe |
| 24 | Hybrid Time-Frequency ECG Arrhythmia Classification with Feature-Model Compatibility and Ensemble Decision Fusion |
| 25 | Performance of ShuffleNet and VGG-19 Architectural Classification Models for Face Recognition in Autistic Children |
| 26 | A New Technique for Improving the Precision of Dual-Axis Tetrahedron-Based Sensor With Switching Between PID and ANN |
| 27 | Implementation of Word Recommendation System Using Hybrid Method for Speed Typing Website |
| 28 | Implementation of PID Controller on Hohenheim Tunnel Dryer Using Ziegler-Nichols Approach Method |
| 29 | The effect of power spectral density on the electroencephalography of autistic children based on the welch periodogram method |
| 30 | Telaah Nilai Kebhinnekatunggalikaan dan Nilai-Nilai Pancasila untuk Membangun Pendidikan Karakter pada Pembelajaran Biologi |
| 31 | Design Gas LPG Leak Detection System Based on Internet of Things |
| 32 | PENGARUH COVID-19 TERHADAP MOTIVASI MASYARAKAT DALAM BERASURANSI DI BANJARMASIN |
| 33 | PELATIHAN PENYUSUNAN KARYA TULIS ILMIAH BERBASIS PENELITIAN |
| 34 | Peningkatan Kemampuan Kader Posyandu Ibnu Sina Gampong Barabung dalam Menentukan Status Gizi Balita Menggunakan Instrumentasi Digital |
| 35 | Implementation of system development life cycle (SDLC) on IoT-based lending locker application |
| 36 | Classification of EEG signal using independent component analysis and discrete wavelet transform based on linear discriminant analysis |
| 37 | Application of Convolutional Neural Network (CNN) Method in Fluctuations Pattern |
| 38 | APPLICATION OF CONTINUOUS WAVELET TRANSFORM AND SUPPORT VECTOR MACHINE FOR AUTISM SPECTRUM DISORDER ELECTROENCEPHALOGRAPHY SIGNAL CLASSIFICATION |
| 39 | A Deep Learning Method for Early Detection of Diabetic Foot Using Decision Fusion and Thermal Images |
| 40 | Finite Impulse Response Filter for Electroencephalogram Waves Detection |
| 41 | PID Controllers Performance On Dual Axis Tracking With Tetrahedron Based Sensor |
| 42 | Decision tree method to classify the electroencephalography-based emotion data |
| 43 | Perilaku Konsumtif Dan Kehidupan Sosial Ekonomi Mahasiswa Rantau (Studi Kasus Mahasiswa Toraja Di Universitas Sam Ratulangi Manado |
| 44 | Rencana Kerja dan Penganggaran (Konsep, Teori dan Implikasi) |
| 45 | Tinjauan Fungsi Manajemen Keuangan Perusahaan (Pengelolaan Unsur-unsur Keuangan Perusahaan) |
| 46 | Desain Data Logger Sinar Ultraviolet Berbasis Internet Of Things (IoT) |
| 47 | Joyfull learning: Pelatihan Guru Pelajaran Sosiologi di Kota Prabumulih dan Lahat |
| 48 | Analisa Pemilihan Fungsi Keanggotaan Pada Klasifikasi Sinyal Elektroencephalogram Emosi Manusia Berbasis Adaptive Neuro-Fuzzy Inference System (ANFIS) |
| 49 | Konseling Realitas dalam Menangani Problematika Remaja Akhir yang di Luar Pengasuhan Orang Tua Kandung (Studi di Kampus Universitas Islam Negeri Sultan Maulana Hasanuddin Banten) |
| 50 | APLIKASI PENGARSIPAN DATA KEHADIRAN SISWA DAN GURU PADA SMK TARUNA BUMI METRO BERBASIS WEB |
| 51 | PENGARUH MOTIVASI KERJA, DISIPLIN KERJA DAN KOMPETENSI TERHADAP KINERJA KARYAWAN PADA DINAS KETENAGA KERJAAN KOTA PALEMBANG |
| 52 | Relay selection-based energy efficiency of hybrid device-to-device-enabled 5g networks |
| 53 | Analisis penerapan tapis Wiener pada segmentasi pola fluktuasi spektral |
| 54 | SISTEM AUTOMASI PENGERING DAUN KELOR UNTUK PEMBUATAN TEH ALAMI BERBASIS MIKROKONTROLER ATMEGA328P |
| 55 | Breast cancer recurrence prediction system using k-nearest neighbor, naïve-bayes, and support vector machine algorithm |
| 56 | Analisis Pendekatan Saintifik Dalam Pembelajaran Tematik Terpadu Di Sekolah Dasar |
| 57 | Peran Pendidikan Kewarganegaraan Dalam Menumbuhkan Kedisiplinan Norma Siswa Sekolah Dasar |
| 58 | Pengaruh Resiko Pembiayaan terhadap Kinerja Profitabilitas pada KSPPS "BU" di Jawa Tengah |
| 59 | Analisis Penerapan Pendekatan Saintifik pada Pembelajaran Tematik Terpadu di Sekolah Dasar |
| 60 | Pelatihan Penerapan Model Pembelajaran Kooperatif Tipe Stad (Student Team Achievement Division) Untuk Upaya Meningkatkan Kemampuan Penalaran Matematis Siswa Di SMP Negeri 1 ... |
| 61 | Pelatihan Penerapan Metode Open-Ended Untuk Peningkatan Kemampuan Pemahaman Konsep Siswa Di SMP Negeri 1 Kotapinang |
| 62 | ANALISIS KINERJA JARINGAN HYBRID KOOPERATIF DEVICE-TO-DEVICE 5G MENGGUNAKAN TEKNIK PEMILIHAN RELAY REAKTIF |
| 63 | MOTIVASI ORANG TUA TERHADAP PENDIDIKAN SISWA SDN SANDANA (STUDI PADA KELUARGA NELAYAN DUSUN NELAYAN) |
| 64 | KEBERHASILAN PEMBERDAYAAN PADA PERTEMUAN PENINGKATAN KEMAMPUAN KELUARGA (P2K2) DI KELURAHAN SUKAJAYA KOTA PALEMBANG |
| 65 | ANALISIS KONTRIBUSI RETRIBUSI PARKIR DALAM MENINGKATKAN PENDAPATAN ASLI DAERAH (PAD) KOTA MALANG (STUDI KASUS DINAS PERHUBUNGAN KOTA MALANG) |
| 66 | PENERAPAN MODEL PEMBELAJARAN KOOPERATIF TIPE NHT PADA MATERI MATRIKS DI KELAS XI SMA MUJAHIDIN |
| 67 | Efektivitas spray nanokolagen limbah sisik ikan mas (Cyprinus carpio) untuk mempercepat proses penyembuhan luka insisiEffectiveness of nano-collagen spray of goldfish (Cyprinus carpio) scales waste in accelerating the incision wound healing process |
| 68 | The influence of wideband amplifier supply on the consistency level of multi-spectral fluctuation pattern |
| 69 | Implementation of segmentation scheme based on wavelet transform in multi-spectral fluctuation patterns |
| 70 | Analisis Kinerja MySQL Cluster Menggunakan Metode Load Balancing |
| 71 | Optimized Power Allocation for Cooperative Amplify-and-Forward with Convolutional Codes |
| 72 | Pengaruh Penerapan Sak (Konvergensi IFRS) Terhadap Kualitas Informasi Laporan Keuangan (Studi Empiris Pada Perusahaan Manufaktur yang Terdaftar di BEI) |
| 73 | A model to investigate performance of orthogonal frequency code division multiplexing |
| 74 | EXIT (EXtrinsic Information Transfer) Chart Analysis for BCH (Bose-Chaudhuri-Hocquenghem) Codes |
| 75 | Analisis Performansi Base Transceiver Station PT. Excelcomindo Pratama di Wilayah Kota Banda Aceh |
| 76 | Analisis Modal Kerja dalam Pengendalian Likuiditas dan Profitabilitas Studi Kasus pada PT. Indocement Tunggal Prakarsa, Tbk. |
| 77 | Studi Perencanaan Sistem Registrasi Kuliah Berbasis SMS di Fakultas Teknik Universitas Syiah Kuala |
| 78 | Studi Perencanaan Link Budget Sistem Komunikasi Satelit pada Frekuensi Ku-Band Di Nanggroe Aceh Darussalam |
| 79 | General Co-Chair |
| 80 | ANALISIS ASIMILASI KULTURAL ETNIS MELAYU DAN JAWA DI DESA MEKAR SEKUNTUM KECAMATAN TEBAS KABUPATEN SAMBAS |
| 81 | Perancangan Website Interaktif Pendidikan Pajak Untuk Dewasa Muda Berjudul" Taxove" |
| 1 | Jantung Dalam Pikiran Mesin |
| 2 | Kecerdasan Buatan: Lingkup Dasar, Metode, dan Aplikasinya |
| 3 | Teknologi Machine-To-Machine (M2M): Konsep, Implementasi, dan Isu-Isu Teknis |
| 4 | Dasar sistem teknik telekomunikasi |
| 5 | Multi-spectral signal and its processing [sumber elektronis] |
| 1 | Aplikasi Thesis-App (Teknologi Pencari Referensi Buku Penelitian Sesuai Kategori Bidang Teknik Elektro) Berbasis Mobile |
| 2 | Pengantar Logika Digital |
| 3 | Aplikasi Pendeteksi Stres Berbasis Mobile |
| 4 | Strawberry Disease Diagnose Mobile App Integration System |
| 5 | Buku Dasar Sistem Teknik Telekomunikasi |
| 6 | Multi-Spectral Signal And Its Processing |
| 1 | Beasiswa S3 BPPDN |
| 2 | Penerima Beasiswa Aceh British Scholarship |
| 1 | 5. Workshop Keamanan Jaringan |
| 2 | 4. Workshop implementasi E-Government Di Kota Banda Aceh Banda Aceh Islamic Cyber City |
| 3 | 3. Pelatihan Pengembangan Konten Pembelajaran Online Dalam Rangka Kegiatan Gdln/Inherent |
| 4 | 2. Pelatihan Antenna Microstrip Untuk Peningkatan Soft Skill Mahasiswa Dan Calon Lulusan |
| 5 | 1. Penerapan Teknologi Informasi Dalam Sistem Informasi Akademik dan Administrasi di Bidang Pendidikan |
| 6 | Pelatihan: Academic Writing |
| 7 | Pelatihan Penulisan Paten FTUI |