Elkebir Sarhrouni

24 papers C 1Misc 1Journal 21Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing. CoRR Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2022	J	`jnl`	A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy. CoRR Asma Elmaizi, Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
2022	J	`jnl`	A Novel Filter Approach for Band Selection and Classification of Hyperspectral Remotely Sensed Images Using Normalized Mutual Information and Support Vector Machines. CoRR Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
2022	J	`jnl`	A Survey on Fundamental Concepts and Practical Challenges of Hyperspectral images. CoRR Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch
2022	J	`jnl`	A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification. CoRR Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
2022	J	`jnl`	A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information. CoRR Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch
2022	J	`jnl`	A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images. CoRR Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
2022	J	`jnl`	A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images. CoRR Asma Elmaizi, Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
2022	J	`jnl`	An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images. CoRR Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2022	J	`jnl`	Band selection and classification of hyperspectral images by minimizing normalized mutual information. CoRR Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2022	J	`jnl`	Feature selection intelligent algorithm with mutual information and steepest ascent strategy. CoRR Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2022	J	`jnl`	Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images. CoRR Asma Elmaizi, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
2022	J	`jnl`	Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier. CoRR Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
2022	J	`jnl`	Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information. CoRR Hasna Nhaila, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch
2022	J	`jnl`	New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images. CoRR Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
2022	J	`jnl`	Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information. CoRR Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
2017	C	`conf`	A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification. ISNCC Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
2017	Misc	`conf`	Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images. ATSIP Asma Elmaizi, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
2013	J	`jnl`	Feature selection intelligent algorithm with mutual information and steepest ascent strategy. Int. J. Adv. Intell. Paradigms Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2012	J	`jnl`	Band Selection and Classification CoRR Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2012	J	`jnl`	Band Selection and Classification of Hyperspectral Images by Minimizing Normalized Mutual Information CoRR Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2012	—	`conf`	Band selection and classification of hyperspectral images using Mutual Information: An algorithm based on minimizing the error probability using the inequality of Fano. ICMCS Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2012	J	`jnl`	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 CoRR Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
2012	J	`jnl`	Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm. CoRR Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine