Yüklüyor…

Non-negative Matrix Factorization Techniques Advances in Theory and Applications /

This book collects new results, concepts and further developments of NMF. The open problems discussed include, e.g. in bioinformatics: NMF and its extensions applied to gene expression, sequence analysis, the functional characterization of genes, clustering and text mining etc. The research results...

Ful tanımlama

Detaylı Bibliyografya
Müşterek Yazar: SpringerLink (Online service)
Diğer Yazarlar: Naik, Ganesh R. (Editör)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edisyon:1st ed. 2016.
Seri Bilgileri:Signals and Communication Technology,
Konular:
Online Erişim:Full-text access
OPAC'ta görüntüle
İçindekiler:
  • From Binary NMF to Variational Bayes NMF: A Probabilistic Approach
  • Non Negative Matrix Factorizations for Intelligent Data Analysis
  • Automatic extractive multi-document summarization based on Archetypal Analysis
  • Bounded Matrix Low Rank Approximation
  • A Modified NMF-based Filter Bank Approach for Enhancement of Speech Data in Non-stationary Noise
  • Separation of stellar spectra based on non-negativity and parametric modelling of mixing operator
  • NMF in MR Spectroscopy
  • Time-Scale Based Segmentation for Degraded PCG Signals Using NMF.