Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images. - Asma Elmaizi; Maria Merzouqi; Elkebir Sarhrouni; Ahmed Hammouch; Chafik Nacir (ATSIP, 2017)

A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification. - Asma Elmaizi; Elkebir Sarhrouni; Ahmed Hammouch; Chafik Nacir (ISNCC, 2017)

A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy. - Asma Elmaizi; Hasna Nhaila; Elkebir Sarhrouni; Ahmed Hammouch; Chafik Nacir (CoRR, 2022)

New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images. - Hasna Nhaila; Asma Elmaizi; Elkebir Sarhrouni; Ahmed Hammouch (CoRR, 2022)

A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images. - Asma Elmaizi; Elkebir Sarhrouni; Ahmed Hammouch; Chafik Nacir (CoRR, 2022)

A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images. - Asma Elmaizi; Hasna Nhaila; Elkebir Sarhrouni; Ahmed Hammouch; Chafik Nacir (CoRR, 2022)

Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information. - Hasna Nhaila; Asma Elmaizi; Elkebir Sarhrouni; Ahmed Hammouch (CoRR, 2022)

A Novel Filter Approach for Band Selection and Classification of Hyperspectral Remotely Sensed Images Using Normalized Mutual Information and Support Vector Machines. - Hasna Nhaila; Asma Elmaizi; Elkebir Sarhrouni; Ahmed Hammouch (CoRR, 2022)

Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier. - Asma Elmaizi; Elkebir Sarhrouni; Ahmed Hammouch; Chafik Nacir (CoRR, 2022)