Results 21 to 30 of about 54,863 (259)
Personalized product recommendation system for e-commerce platforms [PDF]
ITM Web of ConferencesDue to rapid growth in e-commerce, the interest for customized product recommendation systems has grown a lot with high demands for effective models. The attempt is made to explore the development and evaluation of a personalized product recommendation ...
Sameena Shaik +4 more
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Geofísica Internacional, 2014 La separación de distintas fuentes existentes en una sola señal sísmica es un problema interesante y al mismo tiempo difícil. En este trabajo presentamos un método semi-ciego para la separación de un solo canal sísmico para mejorar la parte de señal de ...
Giuseppe Cabras +3 more
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Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization [PDF]
IEEE Transactions on Signal Processing, 2019 The non-negative matrix factorization (NMF) model with an additional orthogonality constraint on one of the factor matrices, called the orthogonal NMF (ONMF), has been found a promising clustering model and can outperform the classical K-means.
Shuai Wang +3 more
semanticscholar +1 more source
Non-negative Matrix Factorization for Dimensionality Reduction [PDF]
ITM Web of Conferences, 2022 —What matrix factorization methods do is reduce the dimensionality of the data without losing any important information. In this work, we present the Non-negative Matrix Factorization (NMF) method, focusing on its advantages concerning other methods of ...
Olaya Jbari, Otman Chakkor
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Large scale musical instrument identification [PDF]
, 2007 In this paper, automatic musical instrument identification using a variety of classifiers is addressed. Experiments are performed on a large set of recordings that stem from 20 instrument classes.
Benetos, E., Kotropoulos, C., Kotti, M.
core +2 more sources
Mathematics, 2021 Nonnegative Matrix Factorization (NMF) has acquired a relevant role in the panorama of knowledge extraction, thanks to the peculiarity that non-negativity applies to both bases and weights, which allows meaningful interpretations and is consistent with ...
Flavia Esposito
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Applying supervised classifiers based on non-negative matrix factorization to musical instrument classification [PDF]
, 2006 In this paper, a new approach for automatic audio classification using non-negative matrix factorization (NMF) is presented. Training is performed onto each audio class individually, whilst during the test phase each test recording is projected onto the ...
Benetos, E., Kotropoulos, C., Kotti, M.
core +1 more source
APSIPA Transactions on Signal and Information Processing, 2019 This paper describes several important methods for the blind source separation of audio signals in an integrated manner. Two historically developed routes are featured.
H. Sawada +4 more
semanticscholar +1 more source
A robust semi-supervised NMF model for single cell RNA-seq data
PeerJ, 2020 Background Single-cell RNA-sequencing (scRNA-seq) technology is a powerful tool to study organism from a single cell perspective and explore the heterogeneity between cells. Clustering is a fundamental step in scRNA-seq data analysis and it is the key to
Peng Wu +5 more
semanticscholar +1 more source
Педиатрическая фармакология, 2019 The article presents modern data on the features of the structure of the skin and the formation of the epidermal barrier in premature and young children.
Nikolay N. Murashkin +5 more
doaj +1 more source