Department of Information Technology: Recent submissions
Now showing items 361-380 of 1391
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Klasifikasi Citra Oral Lesions sebagai Pencegahan Dini Kanker Mulut Menggunakan Metode Capsule Neural Network
(Universitas Sumatera Utara, 2022)In this study, Classification of Oral Lesions Image as Early Prevention of Oral Cancer Using the Capsule Neural Network Method was carried out. The initial step that must be done is to analyze the data that will be used ... -
Penggunaan Algoritma Stacking Ensemble Learning dalam Memprediksi Pengguna Enroll pada Aplikasi Fintech
(Universitas Sumatera Utara, 2022)One of the difficulties of companies engaged in the sale of products/services is targeting the right offers to potential users which will cause the funding used to attract users to not be carried out optimally. Predicting ... -
Klasifikasi Emosi Pelajar terhadap Metode Pembelajaran Online atau Daring Menggunakan K-Nearest Neighbor dan Mutual Information
(Universitas Sumatera Utara, 2022)The COVID-19 or Coronavirus disease 2019 pandemic has spread to almost all parts of the world. COVID-19 is a new type of corona virus called SARS-CoV-2. Since early January, it is likely that COVID-19 has entered Indonesia. ... -
Identifikasi Kematangan pada Buah Mangrove Menggunakan Metode Faster Region Convolutional Neural Network pada Platform Mobile
(Universitas Sumatera Utara, 2022)Most of the mangrove farmers believe that the mangrove fruit they want to plant in the rehabilitation case already has a maturity level, but the yield after replanting is not suitable. Therefore we need an application to ... -
Mixed Reality Simulasi Penyakit Appendicitis
(Universitas Sumatera Utara, 2022)In medical science, appendicitis is known as appendicitis, which is a condition when the sac becomes inflamed in part of the large intestine. One way to overcome the problem of appendicitis is using a colonoscopy. With ... -
Implementasi Algoritma Modified Backpropagation untuk Pengenalan Wajah Berbasis Citra
(Universitas Sumatera Utara, 2022)In general, the employee attendance system at the office is done by filling out the attendance book using a fingerprint machine where from a security point of view, this system has weaknesses, among others, is that it often ... -
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 ...