Department of Information Technology: Recent submissions
Now showing items 361-380 of 1385
-
Penerapan Data Mining Untuk Prediksi Penjualan Produk Elektronik Terlaris Menggunakan Metode K-Nearest Neighbor
(Universitas Sumatera Utara, 2022)Cahaya Elektronik is one of the largest electronics companies in North Sumatra. This company has various types of electronic products to offer. Judging from the large number of consumer requests for electronic products ... -
Aplikasi Berbasis Android untuk Pengklasifikasian Kain Ulos Batak Menggunakan Algoritma Faster R-CNN
(Universitas Sumatera Utara, 2022)Batak Tribe is one example of many tribes that lives in Indonesia. Ulos is Batak’s Tribe traditional cloth. Ulos has many functions, like used in Batak’s custom event like marriage, or just used in a daily life as a body ... -
Identifikasi Penyakit Kanker Mulut (Carsinoma Cell Squamosa) Berdasarkan Kelainan Sel Jaringan dengan Menggunakan Metode Convolutional Neural Network
(Universitas Sumatera Utara, 2022)In this study, image lesions were identified as an early prevention of oral cancer (squamous cell carcinoma) using the Convolutional Neural Network algorithm. The initial step that must be done is to analyze the data that ... -
Penghitungan Pohon Mangrove dengan Mengidentifikasi Pohon Menggunakan Metode Region-Based Convolutional Neural Network
(Universitas Sumatera Utara, 2022)In this study, identification of mangrove trees was carried out and counting the number of trees using the Region-based Convolutional Neural Network (R-CNN) method. Calculation of mangrove trees manually can take a long ... -
Implementasi Metode Local Binary Patterns Histogram (LBPH) Untuk Verifikasi Kemiripan Swafoto dengan KTP Berbasis Android
(Universitas Sumatera Utara, 2022)With the large use of financial technology such as startup payments, lending, financial planning (personal finance), retail investment, financing (crowd funding), electronic money (e-wallet) and others, OJK (Financial ... -
Rekomendasi Toko Sepatu pada Marketplace Berdasarkan Aspect Based Sentiment Analysis pada Ulasan Produk Menggunakan Algoritma Support Vector Machine
(Universitas Sumatera Utara, 2022)Along with the development of technology, buying shoes can be done through online shopping via the internet using a marketplace application. However, shopping through the internet also has several obstacles that can make ... -
Klasifikasi Tingkat Kadar Formalin Pada Ikan Asin Menggunakan Sensor MQ-138 dan Sensor TCS3200 Berbasis Arduino Uno
(Universitas Sumatera Utara, 2022)Formalin is a colorless solution but has a very sharp fragrance. Detection of formaldehyde in the visible is very difficult to do so much cause unrest and losses in the community. This study is a design tool for classification ... -
Aspect Based Sentiment Analysis pada Ulasan Pengguna Aplikasi Pedulilindungi Menggunakan Support Vector Machine
(Universitas Sumatera Utara, 2022)Various efforts were made by the government of the Republic of Indonesia to deal with the spread of the COVID-19 virus in Indonesia, one of the breakthroughs from the government through the Ministry of Communication and ... -
Identifikasi Penyakit Tiroid Menggunakan Algoritma Modified K-Nearest Neighbor
(Universitas Sumatera Utara, 2022)Thyroid disease is a type of cancer in which tissue cancer cells grow uncontrollably in the thyroid tissue. Diagnosing this disease is quite difficult because it has various symptoms due to the influence on the rise and ... -
Analisis Fungsi Aktivasi Sigmoid Biner dan Sigmoid Bipolar dalam Algoritma Backpropagation pada Prediksi Kemampuan Siswa
(Universitas Sumatera Utara, 2013)The backpropagation method is method which is very good to solve introduction complex designs of problem. In the backpropagation, network every unit in the hidden layer. The same thing is also hold to hidden layer. Every ... -
Prediksi Prestasi Mahasiswa Berdasarkan Nilai Ujian Nasional Menggunakan Jaringan Saraf Tiruan dengan Metode TrainBP dan TrainBPX
(Universitas Sumatera Utara, 2012)Prediction of student achievement in this research only predict based on national test scores by using the trainbp method and the trainbpx method. This research uses the input patterns of the subjects tested on the national ... -
Metode Hybrid Particle Swarm Optimization - Jaringan Saraf Tiruan Untuk Peningkatan Akurasi Prediksi Hasil Pertandingan Sepakbola
(Universitas Sumatera Utara, 2016)Hybrid is using two methods to a problem with the aim to improve their approach towards the specified target data. Hybrid PSO-ANN one optimal algorithm to solve such predictions in football matches. The process begins with ... -
Pengenalan Image Daun Menggunakan Algoritma Back Propagation dengan Fungsi Aktivasi Sigmoid Bipolar dan Tangen Hiperbolik
(Universitas Sumatera Utara, 2014)Backpropagation method (back propagation) is an excellent method that used to deal with issues such as recognition of complex patterns. This method is very popular among of the other artificial neural network. Propagation ... -
Optical Character Recognition (OCR) dengan Menggunakan Neural Network dan Feature Extraction
(Universitas Sumatera Utara, 2013)Optical character recognition (OCR) is used to translate the character (character images) into a text format. This approach has many criteria for the introduction of the character image pattern detection, one approach taken ... -
Kualitas Layanan pada Jaringan Multi-Protocol Label Switching (MPLS) dengan Metode Hierarchical Token Bucket
(Universitas Sumatera Utara, 2013)Multi-Protocol Label Switching (MPLS) technology is a new data communication technology that changes the routing process to switching process using label. In this research, simulation measurement of Quality of Service (QoS) ... -
Analisis Keamanan Pesan dengan Metode Enhanced LSB Formasi 3-3-2 dan Metode AES-256
(Universitas Sumatera Utara, 2017)Security and confidentiality of data is an important issue in the era of sophistication of information technology. To ensure the security and confidentiality of the data we need a technique that confidential information ... -
Analisis Kinerja Protokol UDP-Lite dengan Kode Hamming Menggunakan Simulator NS-2
(Universitas Sumatera Utara, 2016)User Datagram Protocol (UDP) has a smaller delay characteristic of the Transmission Control Protocol (TCP) to transmit data packets because UDP does not use the confirmation packet (acknowledgment). This causes the UDP is ... -
Kombinasi Algoritma Kriptografi Advanced Encryption Standart dengan Algoritma Blowfish dalam Pengamanan Pesan E-Mail
(Universitas Sumatera Utara, 2015)Data security in files online delivery becomes very important in the world of information itself. One way that can be done for the security of data is to encrypt the data before it is sent. Cryptographic AES (Advanced ... -
Kombinasi Algoritma Triple DES dan Algoritma AES dalam Pengamanan File
(Universitas Sumatera Utara, 2014)Cryptography is a method to secure data sent from sender to recipient. Triple DES and AES are two symmetric algorithms commonly used in Automatic Teller Machine security and Blackberry Messenger. Since both of these are ... -
Analisa Algoritma Kriptografi LUC & Rabin dalam Mengamankan Pesan
(Universitas Sumatera Utara, 2014)With the development of computer technology, is now a multi-user application on the performance of a computer, the data can be shared with other users on the computer or in a wider network. But in addition to the data ...