Band selection and classification of hyperspectral images using Mutual Information: An algorithm based on minimizing the error probability using the inequality of Fano. - Elkebir Sarhrouni; Ahmed Hammouch; Driss Aboutajdine (ICMCS, 2012)

Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm. - Elkebir Sarhrouni; Ahmed Hammouch; Driss Aboutajdine (CoRR, 2012)

Band Selection and Classification - Elkebir Sarhrouni; Ahmed Hammouch; Driss Aboutajdine (CoRR, 2012)

Dimensionality Reduction and Classification Feature Using Mutual Information Applied to Hyperspectral Images: A Wrapper Strategy Algorithm Based on Minimizing the Error Probability Using the Inequality of Fano - Elkebir Sarhrouni; Ahmed Hammouch; Driss Aboutajdine (CoRR, 2012)

Band Selection and Classification of Hyperspectral Images by Minimizing Normalized Mutual Information - Elkebir Sarhrouni; Ahmed Hammouch; Driss Aboutajdine (CoRR, 2012)

Feature selection intelligent algorithm with mutual information and steepest ascent strategy. - Elkebir Sarhrouni; Ahmed Hammouch; Driss Aboutajdine (Int. J. Adv. Intell. Paradigms, 2013)

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 Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing. - Elkebir Sarhrouni; Ahmed Hammouch; Driss Aboutajdine (CoRR, 2022)

An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images. - Elkebir Sarhrouni; Ahmed Hammouch; Driss Aboutajdine (CoRR, 2022)

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)

A Survey on Fundamental Concepts and Practical Challenges of Hyperspectral images. - Hasna Nhaila; Elkebir Sarhrouni; Ahmed Hammouch (CoRR, 2022)

Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information. - Hasna Nhaila; Maria Merzouqi; Elkebir Sarhrouni; Ahmed Hammouch (CoRR, 2022)

A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information. - Hasna Nhaila; Elkebir Sarhrouni; Ahmed Hammouch (CoRR, 2022)