Ahmed Hammouch

71 papers B 2C 5Misc 1Journal 47Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Non-invasive detection of Parkinson's disease using voice analysis and machine learning techniques. Int. J. Speech Technol. Majdoubi Oumaima, Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
2023	J	`jnl`	Link prediction using betweenness centrality and graph neural networks. Soc. Netw. Anal. Min. Ayoub Jibouni, Dounia Lotfi, Ahmed Hammouch
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`	Mean Received Resources Meet Machine Learning Algorithms to Improve Link Prediction Methods. Inf. Ayoub Jibouni, Dounia Lotfi, 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
2022	J	`jnl`	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. Achraf Benba, Imane Laaqira, Abdelilah Jilbab, Ahmed Hammouch
2021	J	`jnl`	A Comprehensive Survey of Medium Access Control Protocols for Wireless Body Area Networks. Wirel. Commun. Mob. Comput. Aisha Bouani, Yann Ben Maissa, Rachid Saadane, Ahmed Hammouch, Ahmed Tamtaoui
2021	—	`conf`	Performance Analysis of RPL Protocol for Advanced Metering Infrastructure (AMI): Objective Functions Impact on Data and Control Traffic. UNet Aisha Bouani, Driss Benhaddou, Yann Ben Maissa, Ahmed Tamtaoui, Ahmed Hammouch
2020	J	`jnl`	Accurate link prediction method based on path length between a pair of unlinked nodes and their degree. Soc. Netw. Anal. Min. Ayoub Jibouni, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch
2020	—	`conf`	Adaptation of quality for video streaming in a Bittorrent P2P IMS network. NISS Adnane Ghani, El Hassan Ibn Elhaj, Ahmed Hammouch, Abdelaali Chaoub
2020	J	`jnl`	Heart Sound Signals Segmentation and Multiclass Classification. Int. J. Online Biomed. Eng. Abdelhamid Bourouhou, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
2020	J	`jnl`	Implementing Policy Rules in Attributes Based Access Control with XACML within Cloud-Enabled IoT Environment. J. Commun. Fatima Sifou, Feda AlShahwan, Adra Hammoud, Mbarek Marwan, Ahmed Hammouch
2019	B	`conf`	Brain tumor segmentation by level sets methods and brain extraction using a simple standard deviation method. SCA Samir Bara, Hamid Chennouk, Ahmed Hammouch
2019	J	`jnl`	Heart Sounds Classification for a Medical Diagnostic Assistance. Int. J. Online Biomed. Eng. Abdelhamid Bourouhou, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
2019	—	`conf`	Quality adaptation by using scalable video coding (SVC) over P2P IP Multimedia Subsystem (P2P IMS). NISS Adnane Ghani, El Hassan Ibn Elhaj, Ahmed Hammouch
2019	J	`jnl`	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. Achraf Benba, Abdelilah Jilbab, Sara Sandabad, Ahmed Hammouch
2018	C	`conf`	A novel parameter free approach for link prediction. WINCOM Ayoub Jibouni, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch
2018	—	`conf`	Applying OM-AM Reference to an ABAC Model for Securing Cloud-Enabled Internet of Things. ICSRS Fatima Sifou, Mbarek Marwan, Ahmed Hammouch
2018	J	`jnl`	Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge. Signal Image Video Process. Fatima Chakir, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
2018	J	`jnl`	The Use of Band Selection in Weighted Linear Prediction for Hyperspectral Image Classification. J. Comput. Sci. Ibtissam Banit'ouagua, Mounir Ait Kerroum, 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	J	`jnl`	A new neural unsupervised classification approach using amended competitive Hebbian learning: PET image segmentation insights. Int. J. Bioinform. Res. Appl. Meriem Timouyas, Souad Eddarouich, Ahmed Hammouch
2017	J	`jnl`	Detecting multiple system atrophy, Parkinson and other neurological disorders using voice analysis. Int. J. Speech Technol. Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
2017	—	`conf`	Different Access Control Mechanisms for Data Security in Cloud Computing. ICCBDC Fatima Sifou, Ali Kartit, Ahmed Hammouch
2017	B	`conf`	Ensuring Security in Cloud Computing Using Access Control: A Survey. SCA Fatima Sifou, Ahmed Hammouch, Ali Kartit
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
2017	—	`conf`	Phonocardiogram classification based on MFCC extraction. CIVEMSA Othmane El Badlaoui, Ahmed Hammouch
2017	J	`jnl`	Quantification system of Parkinson's disease. Int. J. Speech Technol. Abdelilah Jilbab, Achraf Benba, Ahmed Hammouch
2017	J	`jnl`	Voice assessments for detecting patients with neurological diseases using PCA and NPCA. Int. J. Speech Technol. Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
2016	J	`jnl`	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. Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
2016	J	`jnl`	Band selection by mutual information for hyper-spectral image classification. Int. J. Adv. Intell. Paradigms Ibtissam Banit'ouagua, Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine
2016	—	`conf`	Color Image Segmentation upon a New Unsupervised Approach using Amended Competitive Hebbian Learning. ICEIS (2) Meriem Timouyas, Souad Eddarouich, Ahmed Hammouch
2016	C	`conf`	Local linear modelling and parameter estimation of current-fed switched reluctance motors. IECON Abdelhamid Aamoud, Ahmed Hammouch, Abdessamad Naitali
2016	—	`conf`	Phonocardiogram signals classification into normal heart sounds and heart murmur sounds. SITA Fatima Chakir, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch
2016	—	`conf`	Robust Principal Components based on Projection Pursuit for hyperspectral band reduction. ICMCS Ibtissam Banit'ouagua, Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine
2016	J	`jnl`	Voice assessments for detecting patients with Parkinson's diseases using PCA and NPCA. Int. J. Speech Technol. Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch
2015	J	`jnl`	Adaptive Streaming of Scalable Videos over P2PTV. Int. J. Digit. Multim. Broadcast. Youssef Lahbabi, El Hassan Ibn Elhaj, Ahmed Hammouch
2015	C	`conf`	Word-based Arabic handwritten recognition using SVM classifier with a reject option. ISDA Bouchra El Qacimy, Mounir Ait Kerroum, Ahmed Hammouch
2014	—	`conf`	A robust approach for the detection of brain tumors by variational b-spline level-set method and brain extraction. ICMCS Samir Bara, Hassan El Maia, Ahmed Hammouch, Driss Aboutajdine
2014	—	`conf`	Adaptive P2PTV with scalable video coding. CIST Youssef Lahbabi, El Hassan Ibn Elhaj, Ahmed Hammouch
2014	—	`conf`	Improving the recognition of pathological voice using the discriminant HLDA transformation. CIST Othman Lachhab, Joseph Di Martino, El Hassane Ibn Elhaj, Ahmed Hammouch
2014	J	`jnl`	Quality Adaptation in P2P TV Based on Scalable Video Coding. J. Multim. Process. Technol. Youssef Lahbabi, Ahmed Hammouch, El Hassan Ibn Elhaj
2014	—	`conf`	Quality adaptation using Scalable Video Coding (SVC) in Peer-to-Peer (P2P) Video-on-Demand(VoD) streaming. ICMCS Youssef Lahbabi, El Hassan Ibn Elhaj, Ahmed Hammouch
2014	—	`conf`	Unsupervised neural-morphological colour image segmentation using the mahalanobis as criteria of resemblance. ICMCS Meriem Timouyas, Ahmed Hammouch, Souad Eddarouich, Rajae Touahni, Abderrahmane Sbihi
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
2013	J	`jnl`	Scalable Video Coding Based Video Streaming on JXTA Peer-to-Peer Network. J. Multim. Process. Technol. Youssef Lahbabi, Ahmed Hammouch, El Hassan Ibn Elhaj
2013	J	`jnl`	Unsupervised Approach Data Analysis Based on Fuzzy Possibilistic Clustering: Application to Medical Image MRI. Comput. Intell. Neurosci. Nour-Eddine el Harchaoui, Mounir Ait Kerroum, Ahmed Hammouch, Mohamed Ouadou, Driss Aboutajdine
2012	—	`conf`	An improved fuzzy clustering approach using possibilist c-means algorithm: Application to medical image MRI. CIST Nour-Eddine el Harchaoui, Samir Bara, Mounir Ait Kerroum, Ahmed Hammouch, Mohamed Ouadou, 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
2011	J	`jnl`	Edge Detection by Maximum Entropy: Application to Omnidirectional and Perspective Images. Int. J. Comput. Vis. Image Process. Ibrahim Guelzim, Ahmed Hammouch, El Mustapha Mouaddib, Driss Aboutajdine
2010	J	`jnl`	A Color-texture Approach Based on Mutual Information for Multispectral Image Classification. J. Multim. Hassan El Maia, Ahmed Hammouch, Driss Aboutajdine
2010	J	`jnl`	Textural feature selection by joint mutual information based on Gaussian mixture model for multispectral image classification. Pattern Recognit. Lett. Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine
2008	C	`conf`	Using the maximum Mutual Information criterion to textural Feature Selection for satellite image classification. ISCC Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine, Abdelghani Bellaachia