<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "MULTI-LEVEL POOLING MODEL FOR FINGERPRINT-BASED GENDER CLASSIFICATION"^^ . "It has been widely reported that CNN (Convolutional Neural Network) has shown satisfactory results\r\nin classifying images. The strength of CNN lies in the type and the number of layers that construct\r\nit. However, the most apparent drawbacks of CNN are the requirement for a large labeled dataset and\r\nits lengthy training time. Although datasets are available, labeling that data is a significant problem.\r\nThis work mimics the CNN model but only utilizes its pooling layers. The novelty of this model is\r\nremoving convolution layers and directly processing fingerprint images using pooling layers. Three\r\npooling layer models, namely maximum pooling, average pooling, and minimum pooling, are used\r\nto generate fingerprint features to classify their owner gender. These pooling layers are arranged\r\nconsecutively up to eight levels. Removing convolution layers makes the process straightforward, and\r\nthe computation is much faster. This study utilized 200 fingerprint datasets from the NIST (National\r\nInstitute of Standards and Technology), with male and female fingerprints of 100 samples each. The\r\nextracted features were then classified using K-NN (K-Nearest Neighbors) algorithm. The proposed\r\nmethod resulted in an accuracy of 61% to 71.5% or an average of 66.25%."^^ . "2023" . . . "22" . "2" . . "Universitas Bumigora, Mataram, Nusa Tenggara Barat"^^ . . . "MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer"^^ . . . "18584144" . . . . . . . . . . "Sri Suwarno"^^ . ""^^ . "Sri Suwarno "^^ . . "Erick Kurniawan"^^ . ""^^ . "Erick Kurniawan "^^ . . . . . . "MULTI-LEVEL POOLING MODEL FOR FINGERPRINT-BASED GENDER CLASSIFICATION (Text)"^^ . . . . . "Multi-Level Pooling Model for Fingerprint.pdf"^^ . . . "MULTI-LEVEL POOLING MODEL FOR FINGERPRINT-BASED GENDER CLASSIFICATION (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #9112 \n\nMULTI-LEVEL POOLING MODEL FOR FINGERPRINT-BASED GENDER CLASSIFICATION\n\n" . "text/html" . . . "T Teknologi (Umum)"@id . .