<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n"^^ . "There are so many flowering plants in this world, every flower has its own\r\ncharacteristic, such as colors. Human has the ability to recognize object, while\r\nmachine recognizing ability has different process. The way to find its process,\r\nexperiments for machine recognizing process is needed using artificial neural\r\nnetwork and fuzzy.\r\nThis experiments using 60 flower images (20 each for balloon, cucumber, and\r\ncypress vine flower), the flower images are in .jpg extension and 50x50 pixel size\r\nafter preprocessing process (cropping and resizing). Then, after the feature\r\nextraction process, we can get the color feature for recognition process using\r\nArtificial Neural Network (ANN) and Fuzzy.\r\nIdentification is using two methods, Backpropagation Neural Network\r\n(BPNN) and Fuzzy Mamdani Inference System for comparing the results of the\r\naccuracy of both methods. Backpropagation Neural Network shows 93,19% result\r\nof recognition. The optimal value for the mean squared error parameter is 0.001,\r\nlearning rate 0,05, momentum 0,7, and epoch 1000. By using the optimal parameter\r\nfor several ANN architecture, recongnition rate of 100% were obtained, but the\r\nlowest mean squared error generated by the one hidden layer with 16 nodes\r\narchitecture. In fuzzy Mamdani’s reasoning experiments recognition rate of 88,19%\r\nwere obtained by using 12 curve models (3 models each for 4 curve types). Bell curve\r\ngives the best result of 94,44% recognition rate.\r\n"^^ . "2014-02-15" . . . . "UIN SUNAN KALIJAGA"^^ . . . "FAKULTAS SAINTEK, UIN SUNAN KALIJAGA"^^ . . . . . . . . . "NIM. 09650036"^^ . "ISMI FITRIYANI"^^ . "NIM. 09650036 ISMI FITRIYANI"^^ . . . . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Text)"^^ . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Text)"^^ . . . "BAB I, V, DAFTAR PUSTAKA.pdf"^^ . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . . "preview.jpg"^^ . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . . "medium.jpg"^^ . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . . "small.jpg"^^ . . . "STUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN\r\nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA\r\nBERDASARKAN FITUR WARNA\r\n (Other)"^^ . . . . . "HTML Summary of #11031 \n\nSTUDI KOMPARASI KINERJA JARINGAN SARAF TIRUAN \nDAN FUZZY UNTUK PENGENALAN JENIS BUNGA \nBERDASARKAN FITUR WARNA \n\n\n" . "text/html" . . . "Tehnik Informatika"@en . .