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ORCIDAhmed Hammouch
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Journal Articles
- 2023
[j26]Ayoub Jibouni
, Dounia Lotfi, Ahmed Hammouch:
Link prediction using betweenness centrality and graph neural networks. Soc. Netw. Anal. Min. 13(1): 5 (2023)- 2022
- [j25]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): 163-172 (2022) - [j24]Ayoub Jibouni, Dounia Lotfi, Ahmed Hammouch:
Mean Received Resources Meet Machine Learning Algorithms to Improve Link Prediction Methods. Inf. 13(1): 35 (2022) - 2021
- [j23]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: 5561580:1-5561580:16 (2021) - 2020
- [j22]Abdelhamid Bourouhou, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch:
Heart Sound Signals Segmentation and Multiclass Classification. Int. J. Online Biomed. Eng. 16(15): 64-79 (2020) - [j21]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): 107-112 (2020) - [j20]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): 9 (2020) - 2019
- [j19]Abdelhamid Bourouhou, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch:
Heart Sounds Classification for a Medical Diagnostic Assistance. Int. J. Online Biomed. Eng. 15(11): 88-103 (2019) - [j18]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): 121-129 (2019) - 2018
- [j17]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): 1190-1201 (2018) - [j16]Fatima Chakir, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch:
Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge. Signal Image Video Process. 12(6): 1149-1155 (2018) - 2017
- [j15]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): 1-21 (2017) - [j14]Abdelilah Jilbab, Achraf Benba, Ahmed Hammouch:
Quantification system of Parkinson's disease. Int. J. Speech Technol. 20(1): 143-150 (2017) - [j13]Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch:
Detecting multiple system atrophy, Parkinson and other neurological disorders using voice analysis. Int. J. Speech Technol. 20(2): 281-288 (2017) - [j12]Achraf Benba, Abdelilah Jilbab, Ahmed Hammouch:
Voice assessments for detecting patients with neurological diseases using PCA and NPCA. Int. J. Speech Technol. 20(3): 673-683 (2017) - 2016
- [j11]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): 98-118 (2016) - [j10]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): 449-456 (2016) - [j9]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): 743-754 (2016) - 2015
- [j8]Youssef Lahbabi, El Hassan Ibn Elhaj, Ahmed Hammouch:
Adaptive Streaming of Scalable Videos over P2PTV. Int. J. Digit. Multim. Broadcast. 2015: 283097:1-283097:10 (2015) - 2014
- [j7]Youssef Lahbabi, Ahmed Hammouch, El Hassan Ibn Elhaj:
Quality Adaptation in P2P TV Based on Scalable Video Coding. J. Multim. Process. Technol. 5(3): 85-97 (2014) - 2013
- [j6]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: 435497:1-435497:12 (2013) - [j5]Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine:
Feature selection intelligent algorithm with mutual information and steepest ascent strategy. Int. J. Adv. Intell. Paradigms 5(4): 257-269 (2013) - [j4]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): 169-178 (2013) - 2011
- [j3]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): 1-15 (2011) - 2010
- [j2]Hassan El Maia, Ahmed Hammouch, Driss Aboutajdine:
A Color-texture Approach Based on Mutual Information for Multispectral Image Classification. J. Multim. 5(5): 481-487 (2010) - [j1]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): 1168-1174 (2010)
Conference and Workshop Papers
- 2021
- [c24]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: 16-30 - 2020
- [c23]Adnane Ghani, El Hassan Ibn Elhaj, Ahmed Hammouch, Abdelaali Chaoub:
Adaptation of quality for video streaming in a Bittorrent P2P IMS network. NISS 2020: 5:1-5:8 - 2019
- [c22]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: 8:1-8:12 - [c21]Samir Bara, Hamid Chennouk, Ahmed Hammouch:
Brain tumor segmentation by level sets methods and brain extraction using a simple standard deviation method. SCA 2019: 99:1-99:7 - 2018
- [c20]Fatima Sifou, Mbarek Marwan, Ahmed Hammouch:
Applying OM-AM Reference to an ABAC Model for Securing Cloud-Enabled Internet of Things. ICSRS 2018: 86-91 - [c19]Ayoub Jibouni, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch:
A novel parameter free approach for link prediction. WINCOM 2018: 1-6 - 2017
- [c18]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: 1-5 - [c17]Othmane El Badlaoui, Ahmed Hammouch:
Phonocardiogram classification based on MFCC extraction. CIVEMSA 2017: 217-221 - [c16]Fatima Sifou, Ali Kartit, Ahmed Hammouch:
Different Access Control Mechanisms for Data Security in Cloud Computing. ICCBDC 2017: 40-44 - [c15]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: 1-6 - [c14]Fatima Sifou, Ahmed Hammouch, Ali Kartit:
Ensuring Security in Cloud Computing Using Access Control: A Survey. SCA 2017: 255-264 - 2016
- [c13]Meriem Timouyas, Souad Eddarouich, Ahmed Hammouch:
Color Image Segmentation upon a New Unsupervised Approach using Amended Competitive Hebbian Learning. ICEIS (2) 2016: 205-210 - [c12]Ibtissam Banit'ouagua, Mounir Ait Kerroum, Ahmed Hammouch, Driss Aboutajdine:
Robust Principal Components based on Projection Pursuit for hyperspectral band reduction. ICMCS 2016: 103-107 - [c11]Abdelhamid Aamoud, Ahmed Hammouch, Abdessamad Naitali:
Local linear modelling and parameter estimation of current-fed switched reluctance motors. IECON 2016: 1833-1838 - [c10]Fatima Chakir, Abdelilah Jilbab, Chafik Nacir, Ahmed Hammouch:
Phonocardiogram signals classification into normal heart sounds and heart murmur sounds. SITA 2016: 1-4 - 2015
- [c9]Bouchra El Qacimy, Mounir Ait Kerroum, Ahmed Hammouch:
Word-based Arabic handwritten recognition using SVM classifier with a reject option. ISDA 2015: 64-68 - 2014
- [c8]Youssef Lahbabi, El Hassan Ibn Elhaj, Ahmed Hammouch:
Adaptive P2PTV with scalable video coding. CIST 2014: 364-369 - [c7]Othman Lachhab, Joseph Di Martino, El Hassane Ibn Elhaj, Ahmed Hammouch:
Improving the recognition of pathological voice using the discriminant HLDA transformation. CIST 2014: 370-373 - [c6]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: 62-68 - [c5]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: 314-320 - [c4]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: 1140-1146 - 2012
- [c3]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: 117-122 - [c2]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: 155-159 - 2008
- [c1]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: 1005-1009
Informal and Other Publications
- 2022
- [i20]Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine:
A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing. CoRR abs/2210.09743 (2022) - [i19]Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine:
Feature selection intelligent algorithm with mutual information and steepest ascent strategy. CoRR abs/2210.12296 (2022) - [i18]Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine:
An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images. CoRR abs/2210.13456 (2022) - [i17]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 abs/2210.13901 (2022) - [i16]Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine:
Band selection and classification of hyperspectral images by minimizing normalized mutual information. CoRR abs/2210.14326 (2022) - [i15]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 abs/2210.14346 (2022) - [i14]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 abs/2210.14609 (2022) - [i13]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 abs/2210.14621 (2022) - [i12]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 abs/2210.15027 (2022) - [i11]Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch:
Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information. CoRR abs/2210.15422 (2022) - [i10]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 abs/2210.15477 (2022) - [i9]Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir:
Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier. CoRR abs/2210.15546 (2022) - [i8]Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch:
A Survey on Fundamental Concepts and Practical Challenges of Hyperspectral images. CoRR abs/2210.16237 (2022) - [i7]Hasna Nhaila, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch:
Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information. CoRR abs/2210.16239 (2022) - [i6]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 abs/2210.16496 (2022) - [i5]Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch:
A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information. CoRR abs/2211.00446 (2022) - 2012
- [i4]Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine:
Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm. CoRR abs/1210.0052 (2012) - [i3]Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine:
Band Selection and Classification. CoRR abs/1210.0528 (2012) - [i2]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 abs/1211.0055 (2012) - [i1]Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine:
Band Selection and Classification of Hyperspectral Images by Minimizing Normalized Mutual Information. CoRR abs/1211.0613 (2012)
Coauthor Index
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