Undergraduate Theses

Perbandingan Algoritma XGBoost dan LSTM untuk Prediksi Ketersediaan Kas Atm Bank Sumut Berbasis Website Geospasial

Tonglo, Yehezkiel Ferdinand (Universitas Sumatera Utara, 2024)

This study compares the performance of the XGBoost and Long Short-Term Memory (LSTM) algorithms in predicting ATM cash availability at Bank Sumut. The predictions are based on historical transaction data processed using ...

Simulasi Pakan Ternak Otomatis Menggunakan IoT dengan Metode 3-Way Handshake

Harjosatrio, Aryo (Universitas Sumatera Utara, 2024)

Livestock farming plays an integral role in meeting humans' animal protein needs. Providing optimal animal feed is the main key in achieving maximum animal welfare and livestock productivity. Unfortunately, conventional ...

Implementasi Algoritma Convolutional Neural Network (CNN) dalam Klasifikasi Jenis Serangga Hama pada Gudang Beras Menggunakan Model MobilenetV3-Large Berbasis Website

Sianipar, Rizki Chrismasyadi (Universitas Sumatera Utara, 2025)

Pest insects pose a significant challenge in rice storage warehouses, leading to a decrease in both the quality and quantity of rice during storage. The traditional manual identification of pest insects is often inefficient, ...

Sistem Pengenalan Chord Musik Otomatis dengan Algoritma Hidden Markov Model dan Pitch Contour Extraction

Majid, Dito Athallah (Universitas Sumatera Utara, 2024)

Music is a form of art that is created through a series of sounds that are put together so as to create a tonal accompaniment that can be understood by humans. Music is an art that involves the arrangement of sounds related ...

Analisis Korelasi Luas Panen dengan Membandingkan Algoritma Linear Regression dan Random Forest untuk Prediksi Produksi Tanaman Pangan di Pulau Kalimantan

Balqis, Salsabila (Universitas Sumatera Utara, 2025)

Food security remains a crucial issue in development, both globally and nationally. According to data from the annual report of the Directorate General of Food Crops, food production in Kalimantan has shown a declining ...

Optimalisasi Prediksi Harga Beras di Provinsi Sumatera Utara Menggunakan Model Hybrid SARIMA-LSTM

Manurung, Daniel (Universitas Sumatera Utara, 2025)

Rice is a staple food for the people of Indonesia, making it crucial to maintain price stability and availability. A rise in rice prices can have adverse effects as it contributes to increased inflation. Therefore, rice ...

Signcryption Dokumen Gambar Menggunakan Algoritma LLKAKE dan RSA

Fadillah, Reysha Tazha (Universitas Sumatera Utara, 2024)

Digital information is everything that is seen and heard can be digitized, which means that digital information can include music, movies, photos, documents. However, the increasing amount of digital information will always ...

Perbandingan Kinerja Algoritma Ridge dan LASSO Regression dalam Prediksi Persentase Lemak Tubuh

Wahyudi, Ammar (Universitas Sumatera Utara, 2025)

Body Fat Percentage (BFP) is an accurate measurement for diagnosing obesity, the main factor causing obesity is an energy imbalance between calorie expenditure and intake. People who are obese are more likely to ...

Seleksi Fitur dengan Menggunakan Metode Information Gain pada Algoritma Logistic Regression pada Penyakit Diabetes

Simamora, Edward Bob (Universitas Sumatera Utara, 2024)

Diabetes is one of the significant global health problems with widespread impacts on individual quality of life and a significant economic burden on healthcare systems. In an effort to improve early diagnosis and ...

Penerapan Convolutional Neural Network dalam Deteksi Autism Spectrum Disorder pada Anak Melalui Identifikasi Tulisan Tangan

Az Zahra, Meysha Sabrina (Universitas Sumatera Utara, 2025)

Autism Spectrum Disorder (ASD) is defined by difficulties in communication, social interactions, and behavioral patterns. Children with ASD often face difficulties in fine motor activities, including handwriting, which ...

Implementasi Clustering Using Representatives (CURE) dalam Pengelompokan Status Malnutrisi pada Lansia

Nasution, Nayata Sandra Claudia (Universitas Sumatera Utara, 2025)

Malnutrition is a serious problem that often occurs in the elderly, which can cause negative impacts in health, social and care aspects. The elderly are vulnerable to malnutrition due to physiological decline, limited ...

Pengembangan Sistem Pembangkit Cerita Interaktif pada Aplikasi Permainan Horor Psikologis Menggunakan Large Language Model (LLM)

Purba, Christian Vigo Nathanael (Universitas Sumatera Utara, 2024)

Content development for games is one of the most difficult challenges in building games, especially horror games. This is due to the need to create a truly terrifying experience, which requires a perfect blend of narrative, ...

Rancang Bangun Sistem Monitoring Aktivitas Kedatangan dan Kepergian pada Ruangan Pusat Data dengan Menggunakan Algoritma Yolo V5 dan Deepsort Berbasis Internet of Things (IoT)

Adinata, Bagus Bima (Universitas Sumatera Utara, 2024)

In today's digital era, the data center room has a very important role and must be protected to the maximum, both physically and non-physically. This is because the data center serves as a storage place for information ...

Pengamanan Database Field-Level Encryption Menggunakan Hybrid Cryptosystem Algoritma Hill Cipher dan Algoritma Rabin P

Gulo, Sastra Harapan (Universitas Sumatera Utara, 2024)

Data security in databases is crucial to prevent unauthorized parties from viewing, accessing, and manipulating the data. Cryptography algorithms are required to secure the data in the database to make it incomprehensible. ...

Pengamanan Kartu Tag RFID (Radio Frequency Identification) untuk Peminjaman Buku Perpustakaan

Munthe, Siti Jubaidah (Universitas Sumatera Utara, 2024)

In the current digital era, RFID (Radio Frequency Identification) technology has been widely applied in various automation systems, including book lending systems in libraries. This research aims to develop and implement ...

Pengembangan Dataset Berbahasa Indonesia untuk Automated Essay Scoring (AES) dengan Fitur Feedback melalui Implementasi Teknik Fine-Tuning BERT pada Platform Website

Rusli, Stephen J (Universitas Sumatera Utara, 2025)

Natural Language Processing (NLP) is a branch of artificial intelligence (AI) that facilitates how computers can interact with humans using language that we understand, either in text or voice. One of the applications of ...