Using the maximum Mutual Information criterion to textural Feature Selection for satellite image classification. - Mounir Ait Kerroum; Ahmed Hammouch; Driss Aboutajdine; Abdelghani Bellaachia (ISCC, 2008)

A Color-texture Approach Based on Mutual Information for Multispectral Image Classification. - Hassan El Maia; Ahmed Hammouch; Driss Aboutajdine (J. Multim., 2010)

Textural feature selection by joint mutual information based on Gaussian mixture model for multispectral image classification. - Mounir Ait Kerroum; Ahmed Hammouch; Driss Aboutajdine (Pattern Recognit. Lett., 2010)

Edge Detection by Maximum Entropy: Application to Omnidirectional and Perspective Images. - Ibrahim Guelzim; Ahmed Hammouch; El Mustapha Mouaddib; Driss Aboutajdine (Int. J. Comput. Vis. Image Process., 2011)

An improved fuzzy clustering approach using possibilist c-means algorithm: Application to medical image MRI. - Nour-Eddine el Harchaoui; Samir Bara; Mounir Ait Kerroum; Ahmed Hammouch; Mohamed Ouadou; Driss Aboutajdine (CIST, 2012)

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)

Unsupervised Approach Data Analysis Based on Fuzzy Possibilistic Clustering: Application to Medical Image MRI. - Nour-Eddine el Harchaoui; Mounir Ait Kerroum; Ahmed Hammouch; Mohamed Ouadou; Driss Aboutajdine (Comput. Intell. Neurosci., 2013)

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

Scalable Video Coding Based Video Streaming on JXTA Peer-to-Peer Network. - Youssef Lahbabi; Ahmed Hammouch; El Hassan Ibn Elhaj (J. Multim. Process. Technol., 2013)

Improving the recognition of pathological voice using the discriminant HLDA transformation. - Othman Lachhab; Joseph Di Martino; El Hassane Ibn Elhaj; Ahmed Hammouch (CIST, 2014)

Adaptive P2PTV with scalable video coding. - Youssef Lahbabi; El Hassan Ibn Elhaj; Ahmed Hammouch (CIST, 2014)

A robust approach for the detection of brain tumors by variational b-spline level-set method and brain extraction. - Samir Bara; Hassan El Maia; Ahmed Hammouch; Driss Aboutajdine (ICMCS, 2014)

Quality adaptation using Scalable Video Coding (SVC) in Peer-to-Peer (P2P) Video-on-Demand(VoD) streaming. - Youssef Lahbabi; El Hassan Ibn Elhaj; Ahmed Hammouch (ICMCS, 2014)

Unsupervised neural-morphological colour image segmentation using the mahalanobis as criteria of resemblance. - Meriem Timouyas; Ahmed Hammouch; Souad Eddarouich; Rajae Touahni; Abderrahmane Sbihi (ICMCS, 2014)

Quality Adaptation in P2P TV Based on Scalable Video Coding. - Youssef Lahbabi; Ahmed Hammouch; El Hassan Ibn Elhaj (J. Multim. Process. Technol., 2014)

Word-based Arabic handwritten recognition using SVM classifier with a reject option. - Bouchra El Qacimy; Mounir Ait Kerroum; Ahmed Hammouch (ISDA, 2015)

Adaptive Streaming of Scalable Videos over P2PTV. - Youssef Lahbabi; El Hassan Ibn Elhaj; Ahmed Hammouch (Int. J. Digit. Multim. Broadcast., 2015)

Color Image Segmentation upon a New Unsupervised Approach using Amended Competitive Hebbian Learning. - Meriem Timouyas; Souad Eddarouich; Ahmed Hammouch (ICEIS (2), 2016)

Robust Principal Components based on Projection Pursuit for hyperspectral band reduction. - Ibtissam Banit'ouagua; Mounir Ait Kerroum; Ahmed Hammouch; Driss Aboutajdine (ICMCS, 2016)

Local linear modelling and parameter estimation of current-fed switched reluctance motors. - Abdelhamid Aamoud; Ahmed Hammouch; Abdessamad Naitali (IECON, 2016)

Phonocardiogram signals classification into normal heart sounds and heart murmur sounds. - Fatima Chakir; Abdelilah Jilbab; Chafik Nacir; Ahmed Hammouch (SITA, 2016)

Band selection by mutual information for hyper-spectral image classification. - Ibtissam Banit'ouagua; Mounir Ait Kerroum; Ahmed Hammouch; Driss Aboutajdine (Int. J. Adv. Intell. Paradigms, 2016)

Analysis of multiple types of voice recordings in cepstral domain using MFCC for discriminating between patients with Parkinson's disease and healthy people. - Achraf Benba; Abdelilah Jilbab; Ahmed Hammouch (Int. J. Speech Technol., 2016)

Voice assessments for detecting patients with Parkinson's diseases using PCA and NPCA. - Achraf Benba; Abdelilah Jilbab; Ahmed Hammouch (Int. J. Speech Technol., 2016)

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)

Phonocardiogram classification based on MFCC extraction. - Othmane El Badlaoui; Ahmed Hammouch (CIVEMSA, 2017)

Different Access Control Mechanisms for Data Security in Cloud Computing. - Fatima Sifou; Ali Kartit; Ahmed Hammouch (ICCBDC, 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)

Ensuring Security in Cloud Computing Using Access Control: A Survey. - Fatima Sifou; Ahmed Hammouch; Ali Kartit (SCA, 2017)

A new neural unsupervised classification approach using amended competitive Hebbian learning: PET image segmentation insights. - Meriem Timouyas; Souad Eddarouich; Ahmed Hammouch (Int. J. Bioinform. Res. Appl., 2017)

Detecting multiple system atrophy, Parkinson and other neurological disorders using voice analysis. - Achraf Benba; Abdelilah Jilbab; Ahmed Hammouch (Int. J. Speech Technol., 2017)

Voice assessments for detecting patients with neurological diseases using PCA and NPCA. - Achraf Benba; Abdelilah Jilbab; Ahmed Hammouch (Int. J. Speech Technol., 2017)

Quantification system of Parkinson's disease. - Abdelilah Jilbab; Achraf Benba; Ahmed Hammouch (Int. J. Speech Technol., 2017)

Applying OM-AM Reference to an ABAC Model for Securing Cloud-Enabled Internet of Things. - Fatima Sifou; Mbarek Marwan; Ahmed Hammouch (ICSRS, 2018)

A novel parameter free approach for link prediction. - Ayoub Jibouni; Dounia Lotfi; Mohamed El Marraki; Ahmed Hammouch (WINCOM, 2018)

The Use of Band Selection in Weighted Linear Prediction for Hyperspectral Image Classification. - Ibtissam Banit'ouagua; Mounir Ait Kerroum; Ahmed Hammouch (J. Comput. Sci., 2018)

Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge. - Fatima Chakir; Abdelilah Jilbab; Chafik Nacir; Ahmed Hammouch (Signal Image Video Process., 2018)

Quality adaptation by using scalable video coding (SVC) over P2P IP Multimedia Subsystem (P2P IMS). - Adnane Ghani; El Hassan Ibn Elhaj; Ahmed Hammouch (NISS, 2019)

Brain tumor segmentation by level sets methods and brain extraction using a simple standard deviation method. - Samir Bara; Hamid Chennouk; Ahmed Hammouch (SCA, 2019)

Heart Sounds Classification for a Medical Diagnostic Assistance. - Abdelhamid Bourouhou; Abdelilah Jilbab; Chafik Nacir; Ahmed Hammouch (Int. J. Online Biomed. Eng., 2019)

Voice signal processing for detecting possible early signs of Parkinson's disease in patients with rapid eye movement sleep behavior disorder. - Achraf Benba; Abdelilah Jilbab; Sara Sandabad; Ahmed Hammouch (Int. J. Speech Technol., 2019)

Adaptation of quality for video streaming in a Bittorrent P2P IMS network. - Adnane Ghani; El Hassan Ibn Elhaj; Ahmed Hammouch; Abdelaali Chaoub (NISS, 2020)

Heart Sound Signals Segmentation and Multiclass Classification. - Abdelhamid Bourouhou; Abdelilah Jilbab; Chafik Nacir; Ahmed Hammouch (Int. J. Online Biomed. Eng., 2020)

Implementing Policy Rules in Attributes Based Access Control with XACML within Cloud-Enabled IoT Environment. - Fatima Sifou; Feda AlShahwan; Adra Hammoud; Mbarek Marwan; Ahmed Hammouch (J. Commun., 2020)

Accurate link prediction method based on path length between a pair of unlinked nodes and their degree. - Ayoub Jibouni; Dounia Lotfi; Mohamed El Marraki; Ahmed Hammouch (Soc. Netw. Anal. Min., 2020)

Performance Analysis of RPL Protocol for Advanced Metering Infrastructure (AMI): Objective Functions Impact on Data and Control Traffic. - Aisha Bouani; Driss Benhaddou; Yann Ben Maissa; Ahmed Tamtaoui; Ahmed Hammouch (UNet, 2021)

A Comprehensive Survey of Medium Access Control Protocols for Wireless Body Area Networks. - Aisha Bouani; Yann Ben Maissa; Rachid Saadane; Ahmed Hammouch; Ahmed Tamtaoui (Wirel. Commun. Mob. Comput., 2021)

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)

Using novel method: Real Cepstral Discrete Cosine Transform, for detecting Parkinson from multiple system atrophy, other neurological diseases and healthy cases using voice analysis. - Achraf Benba; Imane Laaqira; Abdelilah Jilbab; Ahmed Hammouch (Int. J. Speech Technol., 2022)

Mean Received Resources Meet Machine Learning Algorithms to Improve Link Prediction Methods. - Ayoub Jibouni; Dounia Lotfi; Ahmed Hammouch (Inf., 2022)

Link prediction using betweenness centrality and graph neural networks. - Ayoub Jibouni; Dounia Lotfi; Ahmed Hammouch (Soc. Netw. Anal. Min., 2023)