Library Automation and Digital Archive
LONTAR
Fakultas Ilmu Komputer
Universitas Indonesia

Pencarian Sederhana

Find Similar Add to Favorite

Call Number JURNAL ILMU KOMPUTER DAN TEKNOLOGI INFORMASI, Vol. 4 No. 2 Oktober 2004
Collection Type UI-ana Indek Artikel
Title Food quality prediction using neural network and time temperature data, hal : 14-19
Author M. Rahmat Widyanto, Benyamin Kusumoputro dan Kaoru Hirota
Publisher Fakultas Ilmu Komputer Universitas Indonesia
Subject
Location FASILKOM-UI;
Lokasi : Perpustakaan Fakultas Ilmu Komputer
Nomor Panggil ID Koleksi Status
JURNAL ILMU KOMPUTER DAN TEKNOLOGI INFORMASI, Vol. 4 No. 2 Oktober 2004 TERSEDIA
Tidak ada review pada koleksi ini: 14405
Development of a time-temperature-based food quality prediction using self-organized network is described. The self-organized network is combined with a back-propagation output layer to form a three layer prediction neural netwrok. A method for automatic construction of neurons in hidden layer inspired by immune algorithm is proposed. The prediction system is tested using real meat delivery data form Akita to Chiba, Japan. The experiment shows that the system recognizes the trained data from 93.3% up to 100% and outperforms the recognition obtained by conventional back-propagation network which is from 73.3% up to 80%.