Jaringan Syaraf Tiruan Menggunakan Metode Perceptron Untuk Pengenalan Gejala Penyakit Kaki Gajah (Filariasis)
Muhammad Arif · Jurnal Sains dan Informatika · 2018
Filariasis (elephenthiasi) or often referred to as elephantiasis disease is a chronic infectious disease caused by the filarial worm that attacks channels and lymph nodes. There are three species of worms that cause filariasis are Wuchereria brancofti; Brugia malayi; Brugia timori (DG P2PL, 2008). Transmission of the disease elephantiasis is transmitted from an infected mosquito lava filariasis. Unlike malaria and dengue, filariasis can be transmitted by 23 species of mosquitoes of the genus Anopheles, Culex, Mansonia, Aedes and Armigeres, therefore filariasis can spread very quickly. This research was conducted to study the perceptron ANN method provides a solution to the problem to recognize patterns of disease elephantiasis. Input data only from patient data obtained from Team P2PM DHO Meranti Islands were transformed well-known binary and bipolar. Data were analyzed later conducted training and testing using Matlab software. Perceptron algorithm can do the prediction process, but whether or not the value generated is strongly influenced by the determination of parameters such as the amount of learning rate, number of neurons, weights and biases.