Providing a broad but in-depth introduction to neural network and machine learning in a
statistical framework, this book provides a single, comprehensive resource for study and …

With solid theoretical foundations and numerous potential applications, Blind Signal
Processing (BSP) is one of the hottest emerging areas in Signal Processing. This volume …

Conventional model-based data processing methods are computationally expensive and
require experts' knowledge for the modelling of a system. Neural networks are a model-free …

US PATENT DOCUMENTS data related to the activities associated with the accesses of a
5,335,291 A 8, 1994 Kramer et al. computer network. The network activities data are …

Many information processing problems can be transformed into some form of eigenvalue or
singular value problems. Eigenvalue decomposition (EVD) and singular value …

US8515862B2 - Computer-implemented systems and methods for integrated model validation
for compliance and credit risk - Google Patents US8515862B2 - Computer-implemented …

Systems and methods for performing fraud detection. As an example, a system and method
can be configured to build a set of predictive models to predict credit card or debit card fraud …

Recently, as a powerful feature extraction technique, generalized eigen decomposition
(GED) has been attracting great attention and been widely used in many fields, eg, spectral …

Abstract Systems and methods are provided for evaluating loan applications. A computer
environment can include a loan evaluation system which operates on a processor-based …

6,064,990 6,122,624 6,125,349 6,128,602 6,170,744 6,330,546 6,360,326 6,388,592
6,401,198 6,422,462 6,453,206 6,516,056 6,549,861 6,601,049 6,631,212 6,640,215 …