Chafik Nacir

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 12

Top Topics

Mutual Information

Multiclass Classification

Dimensionality Reduction

Top Venues

Int. J. Online Biomed. Eng.

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)
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)
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)
Abdelhamid Bourouhou, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
Heart Sound Signals Segmentation and Multiclass Classification. Int. J. Online Biomed. Eng. 16 (15) (2020)
Abdelhamid Bourouhou, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
Heart Sounds Classification for a Medical Diagnostic Assistance. Int. J. Online Biomed. Eng. 15 (11) (2019)
Fatima Chakir, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge. Signal Image Video Process. 12 (6) (2018)
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)
Fatima Chakir, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
Phonocardiogram signals classification into normal heart sounds and heart murmur sounds. SITA (2016)