A. Hammouch

发表

Hybridization of best acoustic cues for detecting persons with Parkinson's disease

A. Benba, A. Jilbab, A. Hammouch, 2014, 2014 Second World Conference on Complex Systems (WCCS).

Voiceprints analysis using MFCC and SVM for detecting patients with Parkinson's disease

A. Benba, A. Jilbab, A. Hammouch, 2015, 2015 International Conference on Electrical and Information Technologies (ICEIT).

Handwritten digit recognition based on DCT features and SVM classifier

A. Hammouch, Bouchra El qacimy, Mounir Ait kerroum, 2014, 2014 Second World Conference on Complex Systems (WCCS).

A new approach of classification for non-Gaussian distribution upon competitive training

A. Hammouch, S. Eddarouich, M. Timouyas, 2012, 2012 IEEE International Conference on Complex Systems (ICCS).

Detecting Patients with Parkinson ’ s disease using Mel Frequency Cepstral Coefficients and Support Vector Machines

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2015 .

Unsupervised Multispectral Image Classification By Fuzzy Hidden Markov Chains Model For SPOTHRV Images

D. Aboutajdine, A. Hammouch, Faiza Dakka, 2011 .

Corner Detection Using Mutual Information

D. Aboutajdine, A. Hammouch, 2011 .

Speech recognition system using burg method and Discrete Wavelet Transform

A. Hammouch, M. Raji, A. Maazouzi, 2016, 2016 International Conference on Electrical and Information Technologies (ICEIT).

CORRECTION, DENOISING AND SEGMENTATION OF MRI IMAGES VIA LEVELS SET METHOD

M. A. Kerroum, D. Aboutajdine, A. Hammouch, 2013 .

Edge Detection by Maximum Entropy: Application to Omnidirectional and Perspective Images

Driss Aboutajdine, Ahmed Hammouch, El Mustapha Mouaddib, 2011, Int. J. Comput. Vis. Image Process..

Improvement of image matching by using the proximity criterion

Driss Aboutajdine, Ahmed Hammouch, Ibrahim Guelzim, 2011, ICMCS 2011.

A new neural unsupervised classification approach using amended competitive Hebbian learning: PET image segmentation insights

A. Hammouch, M. Timouyas, S. Eddarouich, 2017 .

Improved fuzzy clustering approach: Application to medical image MRI

A. Hammouch, D. Aboutajdine, S. Bara, 2012, 2012 IEEE International Conference on Complex Systems (ICCS).

Using the maximum Mutual Information criterion to textural Feature Selection for satellite image classification

Driss Aboutajdine, Mounir Ait Kerroum, Ahmed Hammouch, 2008, 2008 IEEE Symposium on Computers and Communications.

A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images

A. Hammouch, Asma Elmaizi, E. Sarhrouni, 2016, 2016 International Conference on Electrical and Information Technologies (ICEIT).

Implementing Policy Rules in Attributes Based Access Control with XACML within Cloud-Enabled IoT Environment

Ahmed Hammouch, Mbarek Marwan, Fatima Sifou, 2020, J. Commun..

A Review of the Assessment Methods of Voice Disorders in the Context of Parkinson's Disease

A. Benba, A. Hammouch, A. Abdelilah, 2016 .

Band Selection and Classification pdf

Driss Aboutajdine, Ahmed Hammouch, Elkebir Sarhrouni, 2012, ArXiv.

Detecting multiple system atrophy, Parkinson and other neurological disorders using voice analysis

A. Benba, A. Jilbab, A. Hammouch, 2017, International Journal of Speech Technology.

Voice assessments for detecting patients with Parkinson’s diseases using PCA and NPCA

A. Benba, A. Jilbab, A. Hammouch, 2016, International Journal of Speech Technology.

Analysis of multiple types of voice recordings in cepstral domain using MFCC for discriminating between patients with Parkinson’s disease and healthy people

A. Benba, A. Jilbab, A. Hammouch, 2016, International Journal of Speech Technology.

Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier

A. Hammouch, Asma Elmaizi, E. Sarhrouni, 2022, ArXiv.

Voice assessments for detecting patients with neurological diseases using PCA and NPCA

A. Benba, A. Jilbab, A. Hammouch, 2017, International Journal of Speech Technology.

Voice assessments for detecting patients with neurological diseases using PCA and NPCA

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2017, Int. J. Speech Technol..

Voice assessments for detecting patients with Parkinson’s diseases using PCA and NPCA

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2016, Int. J. Speech Technol..

Voice analysis for detecting patients with Parkinson's disease using the hybridization of the best acoustic features

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2016 .

Robust Principal Components based on Projection Pursuit for hyperspectral band reduction

Driss Aboutajdine, Mounir Ait Kerroum, Ahmed Hammouch, 2016, 2016 5th International Conference on Multimedia Computing and Systems (ICMCS).

An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images

Driss Aboutajdine, Ahmed Hammouch, Elkebir Sarhrouni, 2014, ArXiv.

Link prediction using betweenness centrality and graph neural networks

A. Hammouch, D. Lotfi, Ayoub Jibouni, 2022, Soc. Netw. Anal. Min..

Using Human Factor Cepstral Coefficient on Multiple Types of Voice Recordings for Detecting Patients with Parkinson's Disease

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2017 .

Improvement of image matching by using the proximity criterion

Driss Aboutajdine, Ahmed Hammouch, Ibrahim Guelzim, 2011, 2011 International Conference on Multimedia Computing and Systems.

Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge

Ahmed Hammouch, Abdelilah Jilbab, Chafik Nacir, 2018, Signal Image Video Process..

A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification

Ahmed Hammouch, Elkebir Sarhrouni, Asma Elmaizi, 2017, 2017 International Symposium on Networks, Computers and Communications (ISNCC).

Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge

A. Jilbab, A. Hammouch, C. Nacir, 2018, Signal, Image and Video Processing.

Analysis of multiple types of voice recordings in cepstral domain using MFCC for discriminating between patients with Parkinson’s disease and healthy people

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2016, International Journal of Speech Technology.

Textural feature selection by joint mutual information based on Gaussian mixture model for multispectral image classification

Driss Aboutajdine, Mounir Ait Kerroum, Ahmed Hammouch, 2010, Pattern Recognit. Lett..

A Comprehensive Survey of Medium Access Control Protocols for Wireless Body Area Networks

Ahmed Hammouch, Ahmed Tamtaoui, Rachid Saadane, 2021, Wirel. Commun. Mob. Comput..

A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy

Ahmed Hammouch, Hasna Nhaila, Elkebir Sarhrouni, 2022, International Journal of Advanced Computer Science and Applications.

Using RASTA-PLP for discriminating between different Neurological diseases

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2016, 2016 International Conference on Electrical and Information Technologies (ICEIT).

Discriminating Between Patients With Parkinson’s and Neurological Diseases Using Cepstral Analysis

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2016, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Feature Extraction based on DCT for Handwritten Digit Recognition

Mounir Ait Kerroum, Ahmed Hammouch, M. A. Kerroum, 2014 .

Using novel method: Real Cepstral Discrete Cosine Transform, for detecting Parkinson from multiple system atrophy, other neurological diseases and healthy cases using voice analysis

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2021, Int. J. Speech Technol..

Application of Symmetric Uncertainty and Mutual Information to Dimensionality Reduction and Classification of Hyperspectral Images

Driss Aboutajdine, Ahmed Hammouch, ELkebir Sarhrouni, 2012, 1211.0613.

Feature selection intelligent algorithm with mutual information and steepest ascent strategy

Driss Aboutajdine, Ahmed Hammouch, Elkebir Sarhrouni, 2013, Int. J. Adv. Intell. Paradigms.

Band selection and classification of hyperspectral images by minimizing normalized mutual information

Driss Aboutajdine, Ahmed Hammouch, Elkebir Sarhrouni, 2012, Second International Conference on the Innovative Computing Technology (INTECH 2012).

Brain tumor segmentation by level sets methods and brain extraction using a simple standard deviation method

Ahmed Hammouch, Samir Bara, Hamid Chennouk, 2019, SCA.

A robust approach for the detection of brain tumors by variational b-spline level-set method and brain extraction

Driss Aboutajdine, Ahmed Hammouch, Samir Bara, 2014, 2014 International Conference on Multimedia Computing and Systems (ICMCS).

Unsupervised Approach Data Analysis Based on Fuzzy Possibilistic Clustering: Application to Medical Image MRI

Driss Aboutajdine, Mounir Ait Kerroum, Ahmed Hammouch, 2013, Comput. Intell. Neurosci..

An improved fuzzy clustering approach using possibilist c-means algorithm: Application to medical image MRI

Driss Aboutajdine, Mounir Ait Kerroum, Ahmed Hammouch, 2012, 2012 Colloquium in Information Science and Technology.

Image filtering, denoising and segmentation via levels set method: An application to medical images MRI

A. Hammouch, D. Aboutajdine, S. Bara, 2012, 2012 IEEE International Conference on Complex Systems (ICCS).

Variational image segmentation models: Application to medical images MRI

Driss Aboutajdine, Mounir Ait Kerroum, Ahmed Hammouch, 2011, 2011 International Conference on Multimedia Computing and Systems.

A review of feature extraction techniques for handwritten Arabic text recognition

Mounir Ait Kerroum, Ahmed Hammouch, Bouchra El Qacimy, 2015, 2015 International Conference on Electrical and Information Technologies (ICEIT).

A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing

Driss Aboutajdine, Ahmed Hammouch, Elkebir Sarhrouni, 2013, ArXiv.

Band selection for high-dimensional remote sensing data by mutual information

Driss Aboutajdine, Mounir Ait Kerroum, Ahmed Hammouch, 2016, 2016 International Conference on Electrical and Information Technologies (ICEIT).

Band selection by mutual information for hyper-spectral image classification

Driss Aboutajdine, Ibtissam Banit’ouagua, Mounir Ait Kerroum, 2016, Int. J. Adv. Intell. Paradigms.

Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information

Ahmed Hammouch, Hasna Nhaila, Elkebir Sarhrouni, 2022, Procedia Computer Science.

Accurate link prediction method based on path length between a pair of unlinked nodes and their degree

Ahmed Hammouch, Dounia Lotfi, Jibouni Ayoub, 2020, Social Network Analysis and Mining.

Using novel method: Real Cepstral Discrete Cosine Transform, for detecting Parkinson from multiple system atrophy, other neurological diseases and healthy cases using voice analysis

A. Benba, A. Jilbab, A. Hammouch, 2021, International Journal of Speech Technology.

Detecting multiple system atrophy, Parkinson and other neurological disorders using voice analysis

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2017, Int. J. Speech Technol..

On Selection and Combination of Relevant Color Components for Edge Detection

Ahmed Hammouch, Mohammed El Hassouni, A. Hammouch, 2014 .

Accurate link prediction method based on path length between a pair of unlinked nodes and their degree

A. Hammouch, M. El Marraki, D. Lotfi, 2020, Social Network Analysis and Mining.

A novel parameter free approach for link prediction

Ahmed Hammouch, Mohamed El Marraki, Dounia Lotfi, 2018, 2018 6th International Conference on Wireless Networks and Mobile Communications (WINCOM).

Voice signal processing for detecting possible early signs of Parkinson’s disease in patients with rapid eye movement sleep behavior disorder

Ahmed Hammouch, Abdelilah Jilbab, Achraf Benba, 2019, Int. J. Speech Technol..

VOICE ANALYSIS FOR DETECTING PERSONS WITH PARKINSON’S DISEASE USING PLP AND VQ

A. Hammouch, A. Jilbab, A. Benba, 2014 .

Voiceprint analysis using Perceptual Linear Prediction and Support Vector Machines for detecting persons with Parkinson ’ s disease

A. Benba, A. Jilbab, A. Hammouch, 2014 .

Color-texture analysis by mutual information for multispectral image classification

Driss Aboutajdine, Ahmed Hammouch, Hassan El Maia, 2009, 2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing.

A survey on fundamental concepts and practical challenges of Hyperspectral images

Ahmed Hammouch, Hasna Nhaila, Elkebir Sarhrouni, 2014, 2014 Second World Conference on Complex Systems (WCCS).

Novel PCG Analysis Method for Discriminating Between Abnormal and Normal Heart Sounds

Ahmed Hammouch, O. El Badlaoui, Achraf Benba, 2020 .

CLASSIFICATION OF PARKINSON’S DISEASE AND OTHER NEUROLOGICAL DISORDERS USING VOICE FEATURES EXTRACTION AND REDUCTION TECHNIQUES

A. Benba, A. Hammouch, Oumaima Majdoubi, 2023, Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska.

Adaptation of quality for video streaming in a Bittorrent P2P IMS network

Ahmed Hammouch, Abdelaali Chaoub, El Hassane Ibn Elhaj, 2020, NISS.

Quality adaptation by using scalable video coding (SVC) over P2P IP Multimedia Subsystem (P2P IMS)

Ahmed Hammouch, El Hassan Ibn Elhaj, Adnane Ghani, 2019, NISS.

An Adaptive Video Streaming Framework for Peer-To-Peer 5G Networks: Paving the Road to 5G-IMS

Ahmed Hammouch, Abdelaali Chaoub, El Hassan Ibn El Haj, 2021 .

Seamless Connectivity for Adaptive Multimedia Provisioning over P2P-enabled IP Multimedia Subsystem

Ahmed Hammouch, Abdelaali Chaoub, Adnane Ghani, 2019, International Journal of Advanced Computer Science and Applications.

Comparison of three estimators used in a sensorless MPPT strategy for a wind energy conversion chain based on a PMSG

Amina Echchaachouai, Ahmed Hammouch, S. El Hani, 2018 .

Extended Kalman filter used to estimate speed rotation for sensorless MPPT of wind conversion chain based on a PMSG

Ahmed Hammouch, Said Guedira, Soumia El Hani, 2015, 2015 International Conference on Electrical and Information Technologies (ICEIT).

A new sensorless Maximum Power Point Tracking technologies of wind conversion chain based on a PMSG

Ahmed Hammouch, Said Guedira, Soumia El Hani, 2014, 2014 International Renewable and Sustainable Energy Conference (IRSEC).

A health remote monitoring application based on wireless body area networks

Ahmed Hammouch, Abdelillah Jilbab, Elhoussaine Baba, 2018, 2018 International Conference on Intelligent Systems and Computer Vision (ISCV).

Improvement of Image Matching by using the Proximity Criterion: Application to Omnidirectional and Perspective Images

D. Aboutajdine, A. Hammouch, Ibrahim Guelzim, 2011 .

A preliminary study on improving the recognition of esophageal speech using a hybrid system based on statistical voice conversion

Ahmed Hammouch, Joseph Di Martino, Elhassane Ibn Elhaj, 2015, SpringerPlus.

Quality adaptive using Scalable Video Coding over P2P media delivery

Ahmed Hammouch, Youssef Lahbabi, El Hassan Ibn Elhaj, 2014, Fourth edition of the International Conference on the Innovative Computing Technology (INTECH 2014).

Adaptive P2PTV with scalable video coding

Ahmed Hammouch, El Hassane Ibn Elhaj, Youssef Lahbabi, 2014, 2014 Third IEEE International Colloquium in Information Science and Technology (CIST).

Quality Adaptation in P2P TV Based on Scalable Video Coding

Ahmed Hammouch, El Hassane Ibn Elhaj, Youssef Lahbabi, 2014, J. Multim. Process. Technol..

Hybridization of colour information with texture by using mutual information for the classification of satellite images

Driss Aboutajdine, Ahmed Hammouch, Hassan El Maia, 2009, 2009 International Conference on Multimedia Computing and Systems.

VOICE ANALYSIS FOR DETECTING PERSONS WITH PARKINSON’S DISEASE USING PLP AND VQ

A. Benba, A. Jilbab, A. Hammouch, 2014 .

Classification of Cardiovascular disease using dysphonia measurement in speech

A. Jilbab, A. Hammouch, C. Nacir, 2021, Diagnostyka.

New tumor detection method using Nl-means filter and histogram study

Ahmed Hammouch, Achraf Benba, Sara Sandabad, 2015, 2015 Third World Conference on Complex Systems (WCCS).

Novel automatic tumor extraction method based on decision Tree Classifier

Achraf Benba, A. Benba, A. Hammouch, 2016 .

New method of tumor detection using K-means classifier and thresholding process

Ahmed Hammouch, Achraf Benba, Sara Sandabad, 2015 .