Understanding complex datasets: data mining with matrix decompositions
Auteur :
Skillicorn, David
Éditeur :
Taylor & Francis Inc
ISBN :
9781584888321
Date de publication :
17 mai 2007
Dimensions :
23,4 x 15,6 cm
Poids :
650 g
Langue :
Anglais
Pays d'origine :
USA
Focusing on data mining mechanics and applications, this book explores some of the most common matrix decompositions, including singular value, semidiscrete, independent component analysis, non-negative matrix factorization, and tensors. It also discusses several important theoretical and algorithmic problems of matrix decompositions.