<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION"^^ . "Research on pattern recognition of handwriting is often done by various\r\nmethods. Methods most commonly used in the classification that is\r\nbackpropagation. This method is believed to be able to classify each class well,\r\nbut the accuracy is highly influential in the pre-processing and feature extraction.\r\nAs we know handwritten Arabic numerals have many variations writing.\r\nPattern recognition handwritten Arabic numerals requires 207 sample\r\nimage captured using a digital camera then stored in a computer with a file\r\nformat jpg size 4320x3240 pixels. 207 samples were split into three parts, namely,\r\n136 training data, validation data 36 and 36 test data. The whole sample through\r\npraprosesing and feature extraction using PCA. Identification using ANN\r\nBackpropagation to calculate the success rate in identifying the image.\r\nThe test results ANN Backpropagation ie, 100% on the training data, 31%\r\nof the data validation, and 28% in the test data. Optimal architecture used two\r\ninput nodes, three hidden layer, and output layer 4. The optimal parameters used\r\nare MSE 0.0001; learning rate of 0.1; 0.3 momentum; and epoch 100000.\r\nHowever, the results are lacking in recognizing handwriting Arabic numerals.\r\nFrom here the authors classify the data of feature extraction using ANOVA\r\nstatistical techniques. The results show 72% have the same data variation. This\r\nsuggests that, PCA feature extraction less represent traits in pattern recognition\r\nhandwriting Arabic numerals."^^ . "2015-09-28" . . . . "UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . "FAKULTAS SAINS DAN TEKNOLOGI, UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . . . . . . . "NIM. 10651068"^^ . "ANDI HAMDIANAH"^^ . "NIM. 10651068 ANDI HAMDIANAH"^^ . . . . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Text)"^^ . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Text)"^^ . . . "10651068_bab-i_iv-atau-v_daftar-pustaka.pdf"^^ . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Other)"^^ . . . . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Other)"^^ . . . . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Other)"^^ . . . . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Other)"^^ . . . . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Other)"^^ . . . . . . "preview.jpg"^^ . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Other)"^^ . . . . . . "medium.jpg"^^ . . . "PENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB\r\nMENGGUNAKAN JST BACKPROPAGATION (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #18546 \n\nPENGENALAN POLA HANDWRITINGCITRA ANGKA ARAB \nMENGGUNAKAN JST BACKPROPAGATION\n\n" . "text/html" . . . "Tehnik Informatika"@en . .