[HTML][HTML] Quadratic mutual information feature selection

D Sluga, U Lotrič - Entropy, 2017 - mdpi.com
We propose a novel feature selection method based on quadratic mutual information which
has its roots in Cauchy–Schwarz divergence and Renyi entropy. The method uses the direct …

Hybrid sub-space detection technique for effective hyperspectral image classification

SZ Mishu, MA Hossain, B Ahmed - … International Conference on …, 2018 - ieeexplore.ieee.org
Subspace detection for hyperspectral images is getting more interest now days because of
the challenges of dealing with high dimensional feature space for reliable classification. The …

Hybrid technique for classification of hyperspectral image using quadratic mutual information

AI Champa, SMM Hasan, MA Rahman… - 2020 IEEE Region 10 …, 2020 - ieeexplore.ieee.org
Researchers have found profound interest in the field 'hyperspectral imaging'as it has
numerous applications. However, the center of motivation for this task has been the …

[PDF][PDF] Hybrid subspace detection based on spectral and spatial information for effective hyperspectral image classification

SZ Mishu, B Ahmed - International Journal of Computer …, 2019 - researchgate.net
Subspace detection of remote sensing hyperspectral image data cube has become an
important area of research because of the challenges of dealing with high dimensional …

[PDF][PDF] Year of Publication: 2019

SZ Mishu, B Ahmed - 2019 - academia.edu
Subspace detection of remote sensing hyperspectral image data cube has become an
important area of research because of the challenges of dealing with high dimensional …

Iskanje odvisnosti v podatkih z metodami teorije informacij

D Sluga - 2017 - eprints.fri.uni-lj.si
The selection of features that are relevant for a classification or a regression problem is very
important in many domains which involve high-dimensional data. It improves the …