Ahmed Hammouch

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 49

Top Topics

Mutual Information

Top Venues

Int. J. Speech Technol.

Soc. Netw. Anal. Min.

Publications

Ayoub Jibouni, Dounia Lotfi, Ahmed Hammouch
Link prediction using betweenness centrality and graph neural networks. Soc. Netw. Anal. Min. 13 (1) (2023)
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)
Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch
A Survey on Fundamental Concepts and Practical Challenges of Hyperspectral images. CoRR (2022)
Ayoub Jibouni, Dounia Lotfi, Ahmed Hammouch
Mean Received Resources Meet Machine Learning Algorithms to Improve Link Prediction Methods. Inf. 13 (1) (2022)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Feature selection intelligent algorithm with mutual information and steepest ascent strategy. 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)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality 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, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch
Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information. CoRR (2022)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing. CoRR (2022)
Achraf Benba, Imane Laaqira, Abdelilah Jilbab, Ahmed Hammouch
Using novel method: Real Cepstral Discrete Cosine Transform, for detecting Parkinson from multiple system atrophy, other neurological diseases and healthy cases using voice analysis. Int. J. Speech Technol. 25 (1) (2022)
Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information. CoRR (2022)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Band selection and classification of hyperspectral images by minimizing normalized mutual information. CoRR (2022)
Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch
A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and 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)
Aisha Bouani, Driss Benhaddou, Yann Ben Maissa, Ahmed Tamtaoui, Ahmed Hammouch
Performance Analysis of RPL Protocol for Advanced Metering Infrastructure (AMI): Objective Functions Impact on Data and Control Traffic. UNet (2021)
Aisha Bouani, Yann Ben Maissa, Rachid Saadane, Ahmed Hammouch, Ahmed Tamtaoui
A Comprehensive Survey of Medium Access Control Protocols for Wireless Body Area Networks. Wirel. Commun. Mob. Comput. 2021 (2021)
Ayoub Jibouni, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch
Accurate link prediction method based on path length between a pair of unlinked nodes and their degree. Soc. Netw. Anal. Min. 10 (1) (2020)
Adnane Ghani, El Hassan Ibn Elhaj, Ahmed Hammouch, Abdelaali Chaoub
Adaptation of quality for video streaming in a Bittorrent P2P IMS network. NISS (2020)
Abdelhamid Bourouhou, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
Heart Sound Signals Segmentation and Multiclass Classification. Int. J. Online Biomed. Eng. 16 (15) (2020)
Fatima Sifou, Feda AlShahwan, Adra Hammoud, Mbarek Marwan, Ahmed Hammouch
Implementing Policy Rules in Attributes Based Access Control with XACML within Cloud-Enabled IoT Environment. J. Commun. 15 (1) (2020)
Samir Bara, Hamid Chennouk, Ahmed Hammouch
Brain tumor segmentation by level sets methods and brain extraction using a simple standard deviation method. SCA (2019)
Achraf Benba, Abdelilah Jilbab, Sara Sandabad, Ahmed Hammouch
Voice signal processing for detecting possible early signs of Parkinson's disease in patients with rapid eye movement sleep behavior disorder. Int. J. Speech Technol. 22 (1) (2019)
Adnane Ghani, El Hassan Ibn Elhaj, Ahmed Hammouch
Quality adaptation by using scalable video coding (SVC) over P2P IP Multimedia Subsystem (P2P IMS). NISS (2019)
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 Sifou, Mbarek Marwan, Ahmed Hammouch
Applying OM-AM Reference to an ABAC Model for Securing Cloud-Enabled Internet of Things. ICSRS (2018)
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)
Ibtissam Banit'ouagua, Mounir Ait Kerroum, Ahmed Hammouch
The Use of Band Selection in Weighted Linear Prediction for Hyperspectral Image Classification. J. Comput. Sci. 14 (8) (2018)
Ayoub Jibouni, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch
A novel parameter free approach for link prediction. WINCOM (2018)
Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
Detecting multiple system atrophy, Parkinson and other neurological disorders using voice analysis. Int. J. Speech Technol. 20 (2) (2017)
Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
Voice assessments for detecting patients with neurological diseases using PCA and NPCA. Int. J. Speech Technol. 20 (3) (2017)
Abdelilah Jilbab, Achraf Benba, Ahmed Hammouch
Quantification system of Parkinson's disease. Int. J. Speech Technol. 20 (1) (2017)
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)
Othmane El Badlaoui, Ahmed Hammouch
Phonocardiogram classification based on MFCC extraction. CIVEMSA (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 Sifou, Ali Kartit, Ahmed Hammouch
Different Access Control Mechanisms for Data Security in Cloud Computing. ICCBDC (2017)
Fatima Sifou, Ahmed Hammouch, Ali Kartit
Ensuring Security in Cloud Computing Using Access Control: A Survey. SCA (2017)
Meriem Timouyas, Souad Eddarouich, Ahmed Hammouch
A new neural unsupervised classification approach using amended competitive Hebbian learning: PET image segmentation insights. Int. J. Bioinform. Res. Appl. 13 (1) (2017)
Abdelhamid Aamoud, Ahmed Hammouch, Abdessamad Naitali
Local linear modelling and parameter estimation of current-fed switched reluctance motors. IECON (2016)
Ibtissam Banit'ouagua, Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine
Band selection by mutual information for hyper-spectral image classification. Int. J. Adv. Intell. Paradigms 8 (1) (2016)
Ibtissam Banit'ouagua, Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine
Robust Principal Components based on Projection Pursuit for hyperspectral band reduction. ICMCS (2016)
Fatima Chakir, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
Phonocardiogram signals classification into normal heart sounds and heart murmur sounds. SITA (2016)
Meriem Timouyas, Souad Eddarouich, Ahmed Hammouch
Color Image Segmentation upon a New Unsupervised Approach using Amended Competitive Hebbian Learning. ICEIS (2) (2016)
Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
Voice assessments for detecting patients with Parkinson's diseases using PCA and NPCA. Int. J. Speech Technol. 19 (4) (2016)
Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
Analysis of multiple types of voice recordings in cepstral domain using MFCC for discriminating between patients with Parkinson's disease and healthy people. Int. J. Speech Technol. 19 (3) (2016)
Bouchra El Qacimy, Mounir Ait Kerroum, Ahmed Hammouch
Word-based Arabic handwritten recognition using SVM classifier with a reject option. ISDA (2015)
Youssef Lahbabi, El Hassan Ibn Elhaj, Ahmed Hammouch
Adaptive Streaming of Scalable Videos over P2PTV. Int. J. Digit. Multim. Broadcast. 2015 (2015)
Youssef Lahbabi, El Hassan Ibn Elhaj, Ahmed Hammouch
Adaptive P2PTV with scalable video coding. CIST (2014)
Meriem Timouyas, Ahmed Hammouch, Souad Eddarouich, Rajae Touahni, Abderrahmane Sbihi
Unsupervised neural-morphological colour image segmentation using the mahalanobis as criteria of resemblance. ICMCS (2014)
Samir Bara, Hassan El Maia, Ahmed Hammouch, Driss Aboutajdine
A robust approach for the detection of brain tumors by variational b-spline level-set method and brain extraction. ICMCS (2014)
Youssef Lahbabi, El Hassan Ibn Elhaj, Ahmed Hammouch
Quality adaptation using Scalable Video Coding (SVC) in Peer-to-Peer (P2P) Video-on-Demand(VoD) streaming. ICMCS (2014)
Othman Lachhab, Joseph Di Martino, El Hassane Ibn Elhaj, Ahmed Hammouch
Improving the recognition of pathological voice using the discriminant HLDA transformation. CIST (2014)
Youssef Lahbabi, Ahmed Hammouch, El Hassan Ibn Elhaj
Quality Adaptation in P2P TV Based on Scalable Video Coding. J. Multim. Process. Technol. 5 (3) (2014)
Nour-Eddine el Harchaoui, Mounir Ait Kerroum, Ahmed Hammouch, Mohamed Ouadou, Driss Aboutajdine
Unsupervised Approach Data Analysis Based on Fuzzy Possibilistic Clustering: Application to Medical Image MRI. Comput. Intell. Neurosci. 2013 (2013)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Feature selection intelligent algorithm with mutual information and steepest ascent strategy. Int. J. Adv. Intell. Paradigms 5 (4) (2013)
Youssef Lahbabi, Ahmed Hammouch, El Hassan Ibn Elhaj
Scalable Video Coding Based Video Streaming on JXTA Peer-to-Peer Network. J. Multim. Process. Technol. 4 (3) (2013)
Nour-Eddine el Harchaoui, Samir Bara, Mounir Ait Kerroum, Ahmed Hammouch, Mohamed Ouadou, Driss Aboutajdine
An improved fuzzy clustering approach using possibilist c-means algorithm: Application to medical image MRI. CIST (2012)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
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 (2012)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Band Selection and Classification CoRR (2012)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm. CoRR (2012)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Band selection and classification of hyperspectral images using Mutual Information: An algorithm based on minimizing the error probability using the inequality of Fano. ICMCS (2012)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Band Selection and Classification of Hyperspectral Images by Minimizing Normalized Mutual Information CoRR (2012)
Ibrahim Guelzim, Ahmed Hammouch, El Mustapha Mouaddib, Driss Aboutajdine
Edge Detection by Maximum Entropy: Application to Omnidirectional and Perspective Images. Int. J. Comput. Vis. Image Process. 1 (3) (2011)
Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine
Textural feature selection by joint mutual information based on Gaussian mixture model for multispectral image classification. Pattern Recognit. Lett. 31 (10) (2010)
Hassan El Maia, Ahmed Hammouch, Driss Aboutajdine
A Color-texture Approach Based on Mutual Information for Multispectral Image Classification. J. Multim. 5 (5) (2010)
Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine, Abdelghani Bellaachia
Using the maximum Mutual Information criterion to textural Feature Selection for satellite image classification. ISCC (2008)