Asma Elmaizi

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Dimensionality Reduction

Mutual Information

Top Venues

Publications

Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification. CoRR (2022)
Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier. CoRR (2022)
Asma Elmaizi, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images. CoRR (2022)
Asma Elmaizi, Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy. CoRR (2022)
Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
A Novel Filter Approach for Band Selection and Classification of Hyperspectral Remotely Sensed Images Using Normalized Mutual Information and Support Vector Machines. CoRR (2022)
Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images. CoRR (2022)
Asma Elmaizi, Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images. CoRR (2022)
Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information. CoRR (2022)
Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images. CoRR (2022)
Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification. ISNCC (2017)
Asma Elmaizi, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images. ATSIP (2017)