IEEE

Non-Negative Matrix Factorization and Latent Semantic Analysis for Hybrid Feature Selection: A Proposed Machine Learning System for the Detection of Malicious Executable Files

Abstract: During a typical cyber-attack lifecycle, several key phases are involved, including footprinting and reconnaissance, scanning, exploitation, and covering tracks. The successful delivery of a ...
Nature

Matrix Factorization Techniques in Data Mining

Matrix factorization techniques have become pivotal in data mining, enabling the extraction of latent structures from large-scale data matrices. These methods decompose complex datasets into ...
IEEE

Onto Proximality in Non Negative Matrix Factorization for Recommender Systems

Abstract: Recommender Systems have become integral to most e-commerce applications and online platforms. The recommended suggestions heavily impact customer retention and business performance. One of ...
C&EN

Correction to Coupling Chemical Transport Model Source Attributions with Positive Matrix Factorization: Application to Two IMPROVE Sites Impacted by Wildfires

The ordinate label in Figure 2 should read “Mass Fraction (μg per μg of total carbon)”. Smart citations by scite.ai include citation statements extracted from the full text of the citing article. The ...
GitHub

Joint similarity non-negative matrix factorization

There was an error while loading. Please reload this page. This project proposed a novel joint similarity non-negative matrix factorization (JSNMF) model to identify ...
GitHub

EDGES is a spatially constrained non-negative matrix factorization (NMF) framework designed for gene expression denoising and prediction in spatial transcriptomic (ST) data.

X: shared genes by cells matrix of ST data. Y: shared genes by cells matrix of scRNA-seq data. Z: unique genes by cells matrix of scRNA-seq data. L1: cells by cells matrix. A precomputed normalized ...
C&EN

Fast, In Situ Gas Analysis during Atomic Layer Deposition through Optical Emission Spectroscopy and Non-Negative Matrix Factorization

Ghent University, Department of Solid State Sciences, Krijgslaan 281 S1, 9000 Ghent, Belgium ...