Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 21-40 of 2632
-
Optimasi MobileNetV2 dengan Fine-tuning dan Additional Layers untuk Pendeteksian Bahasa Isyarat Indonesia (BISINDO) secara Real-time dalam Aplikasi Video Call ElCue
(Universitas Sumatera Utara, 2025)Advancements in communication technology, such as video calls, have facilitated long-distance interactions. However, individuals with hearing disabilities still face communication barriers due to the limited understanding ... -
Pembuatan Sistem untuk Pengumpulan Dataset dan Inferensi Bahasa Isyarat Indonesia (BISINDO) Berbasis Computer vision pada Aplikasi Video call ElCue
(Universitas Sumatera Utara, 2025)Computer vision-based sign language recognition plays a crucial role in improving communication accessibility for the Deaf community. This study develops a system that automates the collection of the Indonesian Sign Language ... -
Pembuatan Sistem untuk Pengumpulan Dataset dan Inferensi Bahasa Isyarat Indonesia (BISINDO) Berbasis Computer vision pada Aplikasi Video call ElCue
(Universitas Sumatera Utara, 2025)Computer vision-based sign language recognition plays a crucial role in improving communication accessibility for the Deaf community. This study develops a system that automates the collection of the Indonesian Sign Language ... -
Pembuatan Sistem untuk Pengumpulan Dataset dan Inferensi Bahasa Isyarat Indonesia (BISINDO) Berbasis Computer vision pada Aplikasi Video call ElCue
(Universitas Sumatera Utara, 2025)Computer vision-based sign language recognition plays a crucial role in improving communication accessibility for the Deaf community. This study develops a system that automates the collection of the Indonesian Sign Language ... -
Metode Smote untuk penanganan Imbalance Class pada Klasifikasi Data Tweet Pemilu Tahun 2024 di Indonesia menggunakan Algoritma Backpropagation
(Universitas Sumatera Utara, 2025)Class imbalance is a classification problem where the target class distributions have very different ratios. The common thing that causes imbalance between classes is organic distribution (a type of distribution achieved ... -
Analisis Kinerja Model Support Vector Machine (Svm) Melalui Optimasi Parameter dengan Genetic Algorithm (Ga) pada Klasifikasi Penyakit Ginjal Kronis
(Universitas Sumatera Utara, 2025)This study uses hyperparameter optimization to improve accuracy in classifying chronic kidney disease (CKD) through the Support Vector Machine (SVM) algorithm. SVM is combined with the Grid Search technique for hyperparameter ... -
Optimasi Model Credit Scoring dengan Random Forest dan XGBoost
(Universitas Sumatera Utara, 2025)This study highlights the importance of addressing class imbalance in credit score model datasets to achieve accurate risk prediction, especially in identifying rare default cases The SMOTETomek technique is proven to be ... -
Signcryption dengan Algoritma RSA dan Skema Tanda Tangan Digital Inam – Kanwal – Zahid – Abid
(Universitas Sumatera Utara, 2025)In today's digital age, the need for secure communication is increasingly critical given the ever-increasing threats to privacy and data integrity. The fundamental need for a comprehensive security mechanism prompted the ... -
Identifikasi Penyakit Tonsilitis Berbasis Mobile Dengan Menggunakan Implementasi Fuzzy Inference System Metode Tsukamoto
(Universitas Sumatera Utara, 2025)Tonsils are two small glands in the throat that reduce the occurrence of infections in children. With age and developing immunity, the tonsils begin to lose their function and gradually shrink in size. According to the ... -
Klasifikasi Penyakit Ginjal Berdasarkan Gambar CT Scan Menggunakan Deep Learning
(Universitas Sumatera Utara, 2025)Kidney is a vital organ in the human excretory system that has an important role in filtering blood and removing waste. Kidney is a serious problem for humans if not treated or treated in the wrong way, misinterpretation ... -
Klasifikasi Penyakit Alzheimer pada Citra MRI menggunakan Metode Convolutional Neural Network - Support Vector Machine
(Universitas Sumatera Utara, 2025)Alzheimer's disease is a progressive neurodegenerative disorder that affects millions of people worldwide. It is characterized by a significant decline in cognitive function and memory, which has a major impact on the ... -
Perbandingan Algoritma Brute Force Dan Kraitchik Dalam Kriptanalisis Algoritma Kunci Publik Enhanced AAβ
(Universitas Sumatera Utara, 2025)This study examines the comparison between the Brute Force and Kraitchik algorithms in the cryptanalysis of the Enhanced AAβ public key algorithm, implemented and tested on Android devices using the Dart programming language ... -
Automatic Essay Scoring Bahasa Indonesia dengan Kombinasi Multi-Scale Essay Representation Berbasis Bert dan Handcrafted Linguistic Features
(Universitas Sumatera Utara, 2024)Essay is a type of question that requires a freely constructed answer and is formed from one or more sentences. The essay test itself can be used to measure cognitive abilities. In an essay, a student can describe, explain, ... -
Analisis Kinerja Kombinasi Algoritma Genetika Dan Logika Fuzzy Dalam Optimasi Penjadwalan Pelayanan Kapal Di Pelabuhan Belawan
(Universitas Sumatera Utara, 2025)Vessel service scheduling is one of the key challenges in efficient port logistics management, which requires careful handling of variables such as capacity, time, and priority. In an effort to optimize this process, this ... -
Pengenalan Bahasa Isyarat Indonesia (BISINDO) Dinamis Menggunakan Mediapipe dengan Algoritma Temporal Convolutional Network (TCN)
(Universitas Sumatera Utara, 2025)Communication is a fundamental human need, but for the deaf-mute community, it poses challenges due to limitations in speaking and hearing. Indonesian Sign Language (BISINDO) is the primary communication tool for the ... -
Identifikasi Penyakit Kanker Karsinoma Sel Basal pada Citra Dermoskopi Menggunakan Efficientnetv2
(Universitas Sumatera Utara, 2025)Basal cell carcinoma is a type of skin cancer that requires early detection as it can spread to surrounding tissues. The common symptoms of basal cell carcinoma include the appearance of small, pinkish bumps with a shiny ... -
Optimisasi Metode Klasifikasi KNN, SVM, dan SVM Kernel pada Prediksi Potabilitas Air dengan Pendekatan Hyperparameter
(Universitas Sumatera Utara, 2025)his research focuses on optimizing the K-Nearest Neighbor (KNN), Support Vector Machine (SVM), and SVM Kernel classification methods using a hyperparameter approach to improve the accuracy of water potability prediction. ... -
Implementasi Model Machine Learning Algoritma Regresi Linier dan Regresi Logistik pada Prediksi Hasil Pertandingan Sepak Bola Liga 1 Indonesia 2024/2025
(Universitas Sumatera Utara, 2025)Football is the most popular sport globally, including in Indonesia. Liga 1 Indonesia, as the country’s top-tier football competition, garners the attention of millions of fans and industry stakeholders. However, ... -
Deteksi Kualitas Telur Ayam Ras Berdasarkan Standar Nasional Indonesia Menggunakan Metode EfficientDet
(Universitas Sumatera Utara, 2025)Chicken eggs are among the most popular food ingredients in Indonesia. This is due to their relatively affordable price and their widespread use as complementary foods and essential ingredients in food production. The ... -
Kombinasi Algoritma Leiden dan Graph Coloring untuk Menentukan Top Influencer Marketing
(Universitas Sumatera Utara, 2025)In the current digital era, the role of influencers, particularly on social media platforms, has grown significantly. One common feature utilized by businesses is the "followers" feature. However, this feature only groups ...