Browsing Doctoral Dissertations by Advisor "Fahmi"

Now showing items 1-6 of 6

Model Optimasi Novel Permasalahan Perencanaan Lalu Lintas Udara pada Masa Pandemi Berbasis Pendekatan Deep Learning

Nasution, Darmeli (Universitas Sumatera Utara, 2024)

This research is a continuation of research originating from several previous studies, and ATFM problems from a mathematical optimization perspective. The model built in this research is how to schedule flights with minimal ...
Model Validasi Gambar Target Dengan Modifikasi Algoritma Deep Neural Network pada Sensor Gambar

Mubarakah, Naemah (Universitas Sumatera Utara, 2025)

Image validation is always necessary to ensure that detected images are accurate. The higher the object image validation value, the better the object detection performance. The development of Artificial Neural Networks ...
Optimasi Model Klasifikasi Citra Digital terhadap Diagnosis Dini Penyakit Tanaman

Simangunsong, Pandi Barita Nauli (Universitas Sumatera Utara, 2025)

This study proposes an improved DenseNet-SEGR model by integrating a novel Squeeze-and-Excitation (SE) block formulation to improve feature selection for tomato leaf disease classification such as color, texture, shape, ...
Pemodelan Pergerakan Self-Balancing Cube pada Permukaan Berotasi Berdasarkan Kecepatan Sudut dan Akselerasi Menggunakan Sequential Neural Network

Siregar, Baihaqi (Universitas Sumatera Utara, 2024)

Self-balancing Cube is a device that is able to maintain its own balance by utilizing a reaction wheel control system. By utilizing the action-reaction principle, the reaction wheel can correct the position of the ...
Pendekatan Convolutional Neural Network untuk Mengantisipasi Jamming-attack pada Wireless Sensor Network

Soeharwinto, Soeharwinto (Universitas Sumatera Utara, 2025)

IEEE 802.11 wireless networks (Wi-Fi) deployed within Wireless Sensor Networks have become a cornerstone of modern communication infrastructures. However, the inherently open nature of the wireless transmission medium ...
Pendekatan Neurogen di Dalam Gaussian Process Regression dan Reinforcement Learning untuk Peningkatan Akurasi Prediksi dan Klasifikasi

Rahmat, Romi Fadillah (Universitas Sumatera Utara, 2024)

Artificial Intelligence and Machine Learning has become the biggest phenomena in the last decade in the world, especially after the emergence of the Deep Learning paradigm then followed by the development of Reinforcement ...

Browsing Doctoral Dissertations by Advisor "Fahmi"

Model Optimasi Novel Permasalahan Perencanaan Lalu Lintas Udara pada Masa Pandemi Berbasis Pendekatan Deep Learning ﻿

Model Validasi Gambar Target Dengan Modifikasi Algoritma Deep Neural Network pada Sensor Gambar ﻿

Optimasi Model Klasifikasi Citra Digital terhadap Diagnosis Dini Penyakit Tanaman ﻿

Pemodelan Pergerakan Self-Balancing Cube pada Permukaan Berotasi Berdasarkan Kecepatan Sudut dan Akselerasi Menggunakan Sequential Neural Network ﻿

Pendekatan Convolutional Neural Network untuk Mengantisipasi Jamming-attack pada Wireless Sensor Network ﻿

Pendekatan Neurogen di Dalam Gaussian Process Regression dan Reinforcement Learning untuk Peningkatan Akurasi Prediksi dan Klasifikasi ﻿

Model Optimasi Novel Permasalahan Perencanaan Lalu Lintas Udara pada Masa Pandemi Berbasis Pendekatan Deep Learning

Model Validasi Gambar Target Dengan Modifikasi Algoritma Deep Neural Network pada Sensor Gambar

Optimasi Model Klasifikasi Citra Digital terhadap Diagnosis Dini Penyakit Tanaman

Pemodelan Pergerakan Self-Balancing Cube pada Permukaan Berotasi Berdasarkan Kecepatan Sudut dan Akselerasi Menggunakan Sequential Neural Network

Pendekatan Convolutional Neural Network untuk Mengantisipasi Jamming-attack pada Wireless Sensor Network

Pendekatan Neurogen di Dalam Gaussian Process Regression dan Reinforcement Learning untuk Peningkatan Akurasi Prediksi dan Klasifikasi