Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 181-200 of 2841
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Implementasi Algoritma Gated Recurrent Unit untuk Identifikasi Provokasi Doxing di Media Sosial X
(Universitas Sumatera Utara, 2025)The rapid development of social media has transformed the digital communication landscape, but it has also given rise to various forms of abuse, such as provocative doxing. This phenomenon is a planned act of provocation ... -
Implementasi Model DeBERTa untuk Prediksi Kompleksitas Kata Berbahasa Inggris
(Universitas Sumatera Utara, 2025)Word complexity in English texts poses a significant challenge in the field of Natural Language Processing (NLP), particularly for the development of automatic text simplification systems and effective second language ... -
Chatbot Diagnosis Penyakit Kulit pada Anjing Menggunakan Algoritma Long Short-Term Memory dan Fuzzy String Matching
(Universitas Sumatera Utara, 2025)Dogs are loyal pets, are widely kept by humans, and are prone to skin diseases. The high public interest in maintaining dogs has not been supported by knowledge of how the first treatment can be done if the dog has a skin ... -
Penguatan Kualitas Data Klaster dengan Pemanfaatan Cure-Perseptual pada Titik Representatif dan Centroid Cure
(Universitas Sumatera Utara, 2025)The CURE (Clustering Using Representatives) algorithm is well-known for its robust Clustering capabilities, particularly in handling non-linear data structures and the presence of outliers. However, the conventional CURE ... -
Klasifikasi Penyakit pada Daun Tanaman Hias Monstera Menggunakan Arsitektur EfficientNet Berbasis Android
(Universitas Sumatera Utara, 2025)Monstera ornamental plants (Monstera spp.) are popular among plant lovers due to their unique and aesthetically pleasing leaf shapes. However, these plants are susceptible to various diseases that can inhibit growth, reduce ... -
Visualisasi Impaksi Gigi Molar Ketiga dengan Augmented Reality dan Speech Recognition
(Universitas Sumatera Utara, 2025)Impacted teeth is a condition in the oral cavity where teeth fail to erupt properly, causing part or all of the tooth to be embedded within the soft tissue of the oral cavity. This condition often occurs with third ... -
Implementasi Attention – Long Short Term Memory dalam Memprediksi Harga Saham Berdasarkan Data Historis dan Analisis Sentimen
(Universitas Sumatera Utara, 2025)The capital market plays an important role in the economy by providing opportunities for people to invest, especially in stock instruments. Stock price prediction is crucial for various stakeholders, such as investors, ... -
Prediksi Tingkat Kesejahteraan di Indonesia Menggunakan Random Forest Regressor Berdasarkan Indikator SDGs
(Universitas Sumatera Utara, 2025)Every country in the world has a responsibility to ensure the welfare of its people. The welfare of the people in Indonesia can also be assessed from the high and low HDI value. As an effort to improve people's welfare ... -
Implementasi Algoritma Knuth-Morris-Pratt pada Sistem Tracer Study Teknologi Informasi Universitas Sumatera Utara
(Universitas Sumatera Utara, 2025)Tracer study is an essential activity for tracking graduate information, including employment status and job-seeking duration, which is highly valuable for program evaluation and accreditation processes. However, the ... -
Klasifikasi Larva Nyamuk Aedes Menggunakan Convolutional Neural Network – Long Short Term Memory
(Universitas Sumatera Utara, 2025)The spread of diseases transmitted by Aedes mosquitoes, such as dengue fever (DBD), chikungunya, and Zika, is a significant global health issue, especially in Indonesia. One of the key steps in controlling these diseases ... -
Optimasi Model Klasifikasi Citra Digital terhadap Diagnosis Dini Penyakit Tanaman
(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, ... -
Model Optimasi Rute Pengangkutan Sampah dengan Cummulative Vehicle Routing Problem (CVRP) Menggunakan Algoritma Genetika dan Prediksi Volume Sampah Dinamis dengan Xgboost Regression
(Universitas Sumatera Utara, 2025)Waste collection truck route management is a major challenge in an effort to improve operational efficiency. Cummulative Vehicle Routing Problem (CVRP) is one of the problems in vehicle route optimization, especially in ... -
Sistem Pakar dalam Diagnosis Penyakit Cacar Monyet Menggunakan Metode Dempster Shafer Berbasis Web
(Universitas Sumatera Utara, 2025)Monkeypox is a zoonotic disease caused by the monkeypox virus and can be transmitted from animals to humans as well as between humans. Its global spread since 2022, including in non-endemic regions such as Europe and ... -
Penentuan Status Gizi Wanita Umur Subur (WUS) pada Gambar 2D Berdasarkan Pengukuran LILA dengan YOLOv10 dan SAM
(Universitas Sumatera Utara, 2025)The measurement of Mid-Upper Arm Circumference (MUAC) is crucial in determining nutritional status, but manual methods often have limitations such as subjectivity and variations in results. This research proposes a computer ... -
Generasi Caption dan Ekstraksi Keyword untuk Gambar dengan Fine-Tuning Vision Transformer dan GPT-2 serta Fitur Konversi Audio untuk Peningkatan Aksesibilitas
(Universitas Sumatera Utara, 2025)The increasing volume and variety of images, often lacking accompanying information or descriptions, pose a new challenge in image processing. This research develops an image captioning system using Transformer models, ... -
Prediksi Lama Studi Mahasiswa Menggunakan Algoritma Support Vector Regression (SVR)
(Universitas Sumatera Utara, 2025)The issue of on-time graduation in higher education remains a significant challenge, impacting both the quality of education and institutional accreditation. Many students face delays in completing their studies, which ... -
Sistem Peringatan Dini Banjir Rob Secara Real-Time Menggunakan Algoritma You Only Look Once Berbasis Internet of Things
(Universitas Sumatera Utara, 2025)Tidal flooding is a serious threat to coastal areas, potentially causing infrastructure damage, property loss, and health disturbances. This study aims to develop an early warning system for tidal flooding based on the ... -
Implementasi Model Transfer Learning Menggunakan Vgg16 untuk Mendeteksi Penyakit Kulit pada Hewan Peliharaan
(Universitas Sumatera Utara, 2025)Skin diseases are among the most common health issues affecting pets, particularly cats, and are often difficult to identify visually without medical examination. This study aims to implement an image classification model ... -
Implementasi Sistem Rekomendasi Laptop Berdasarkan Kebutuhan Pengguna Menggunakan Natural Language Processing (NLP) dan Multi Layer Perceptron (MLP)
(Universitas Sumatera Utara, 2025)Selecting a laptop that aligns with the user's needs can be challenging due to the wide variety of available specifications and price ranges. This research aims to develop a laptop recommendation system based on user needs ... -
Analisis Perbandingan Kinerja Algoritma Gaussian Process Classifier (GPC) dan Xgboost untuk Klasifikasi Hasil Pertandingan Mobile Legend World Championship 6
(Universitas Sumatera Utara, 2025)The Mobile Legends: Bang Bang M6 tournament showcases a high level of competition with complex gameplay dynamics and professional player performances. This study aims to analyze match data from the M6 tournament to ...