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EUSFLAT
2007
119views Fuzzy Logic» more  EUSFLAT 2007»
13 years 11 months ago
A New Preprocessing Approach to Preparation of Binary Patterns for FAM Neural Networks
The patterns which are presented to a Fuzzy ARTmap network should be preprocessed in such a way that the data are of appropriate clearance. In order to decrease the degree of simi...
M. Chitsaz, N. Sadati, R. Barzamini, J. Jouzdani, ...
HIS
2008
13 years 11 months ago
REPMAC: A New Hybrid Approach to Highly Imbalanced Classification Problems
The class imbalance problem (when one of the classes has much less samples than the others) is of great importance in machine learning, because it corresponds to many critical app...
Hernán Ahumada, Guillermo L. Grinblat, Luca...
NCI
2004
125views Neural Networks» more  NCI 2004»
13 years 11 months ago
A new approach to blind source separation with global optimal property
This paper presents a new independency metric for blind source separation (BSS) problem. It is mathematically proved that the metric value of any linear combination of source sign...
Yiu-ming Cheung, Hailin Liu
INFORMATICALT
2008
123views more  INFORMATICALT 2008»
13 years 10 months ago
A New Applied Approach for Executing Computations with Infinite and Infinitesimal Quantities
Abstract. A new computational methodology for executing calculations with infinite and infinitesimal quantities is described in this paper. It is based on the principle `The part i...
Yaroslav D. Sergeyev
IC3
2009
13 years 7 months ago
A New Approach towards Bibliographic Reference Identification, Parsing and Inline Citation Matching
A number of algorithms and approaches have been proposed towards the problem of scanning and digitizing research papers. We can classify work done in the past into three major appr...
Deepank Gupta, Bob Morris, Terry Catapano, Guido S...