Nour El-Din El-Madany

2 accepted papers

2019

Discriminative Feature Selection Guided Deep Canonical Correlation Analysis

Nour El-Din El-Madany, Yifeng He, Ling Guan

ICASSP 2019accepted

This paper proposes a novel Discriminative Feature Selection Guided Deep Canonical Correlation Analysis (D <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sup> CCA) for multiview learning. The proposed (D <sup xmlns:mml="http://www.w3.org/1998/Math/M…

Cited by 0 Source ↗Scholar ↗

2016

Multiview learning via deep discriminative canonical correlation analysis

Nour El-Din El-Madany, Yifeng He, Ling Guan

ICASSP 2016accepted

In this paper, we propose Deep Discriminative Canonical Correlation Analysis (DDCCA), a method to learn the nonlinear transformation of two data sets such that the within-class correlation is maximized and the inter-class correlation is minimized. Parameters of the two deep transformations are joint…

Cited by 0 Source ↗Scholar ↗