Ahmed Hammouch
According to our database1,
Ahmed Hammouch
authored at least 66 papers
between 2008 and 2023.
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Bibliography
2023
Soc. Netw. Anal. Min., 2023
2022
Mean Received Resources Meet Machine Learning Algorithms to Improve Link Prediction Methods.
Inf., 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.
Int. J. Speech Technol., 2022
A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information.
CoRR, 2022
Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information.
CoRR, 2022
CoRR, 2022
Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier.
CoRR, 2022
A Novel Filter Approach for Band Selection and Classification of Hyperspectral Remotely Sensed Images Using Normalized Mutual Information and Support Vector Machines.
CoRR, 2022
Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information.
CoRR, 2022
A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images.
CoRR, 2022
A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images.
CoRR, 2022
New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images.
CoRR, 2022
A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy.
CoRR, 2022
An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images.
CoRR, 2022
A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing.
CoRR, 2022
2021
A Comprehensive Survey of Medium Access Control Protocols for Wireless Body Area Networks.
Wirel. Commun. Mob. Comput., 2021
Performance Analysis of RPL Protocol for Advanced Metering Infrastructure (AMI): Objective Functions Impact on Data and Control Traffic.
Proceedings of the Ubiquitous Networking - 7th International Symposium, 2021
2020
Accurate link prediction method based on path length between a pair of unlinked nodes and their degree.
Soc. Netw. Anal. Min., 2020
Implementing Policy Rules in Attributes Based Access Control with XACML within Cloud-Enabled IoT Environment.
J. Commun., 2020
Int. J. Online Biomed. Eng., 2020
Proceedings of the NISS 2020: The 3rd International Conference on Networking, Information Systems & Security, Marrakech, Morocco, March 31, 2020
2019
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., 2019
Int. J. Online Biomed. Eng., 2019
Brain tumor segmentation by level sets methods and brain extraction using a simple standard deviation method.
Proceedings of the 4th International Conference on Smart City Applications, 2019
Quality adaptation by using scalable video coding (SVC) over P2P IP Multimedia Subsystem (P2P IMS).
Proceedings of the 2nd International Conference on Networking, 2019
2018
Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge.
Signal Image Video Process., 2018
The Use of Band Selection in Weighted Linear Prediction for Hyperspectral Image Classification.
J. Comput. Sci., 2018
Proceedings of the 6th International Conference on Wireless Networks and Mobile Communications, 2018
Applying OM-AM Reference to an ABAC Model for Securing Cloud-Enabled Internet of Things.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018
2017
Voice assessments for detecting patients with neurological diseases using PCA and NPCA.
Int. J. Speech Technol., 2017
Detecting multiple system atrophy, Parkinson and other neurological disorders using voice analysis.
Int. J. Speech Technol., 2017
A new neural unsupervised classification approach using amended competitive Hebbian learning: PET image segmentation insights.
Int. J. Bioinform. Res. Appl., 2017
Proceedings of the Innovations in Smart Cities and Applications, 2017
A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification.
Proceedings of the 2017 International Symposium on Networks, Computers and Communications, 2017
Proceedings of the 2017 International Conference on Cloud and Big Data Computing, ICCBDC 2017, London, United Kingdom, September 17, 2017
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017
Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017
2016
Voice assessments for detecting patients with Parkinson's diseases using PCA and NPCA.
Int. J. Speech Technol., 2016
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., 2016
Int. J. Adv. Intell. Paradigms, 2016
Phonocardiogram signals classification into normal heart sounds and heart murmur sounds.
Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016
Local linear modelling and parameter estimation of current-fed switched reluctance motors.
Proceedings of the IECON 2016, 2016
Robust Principal Components based on Projection Pursuit for hyperspectral band reduction.
Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016
Color Image Segmentation upon a New Unsupervised Approach using Amended Competitive Hebbian Learning.
Proceedings of the ICEIS 2016, 2016
2015
Int. J. Digit. Multim. Broadcast., 2015
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015
2014
J. Multim. Process. Technol., 2014
Unsupervised neural-morphological colour image segmentation using the mahalanobis as criteria of resemblance.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014
Quality adaptation using Scalable Video Coding (SVC) in Peer-to-Peer (P2P) Video-on-Demand(VoD) streaming.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014
A robust approach for the detection of brain tumors by variational b-spline level-set method and brain extraction.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014
Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014
Improving the recognition of pathological voice using the discriminant HLDA transformation.
Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014
2013
J. Multim. Process. Technol., 2013
Feature selection intelligent algorithm with mutual information and steepest ascent strategy.
Int. J. Adv. Intell. Paradigms, 2013
Unsupervised Approach Data Analysis Based on Fuzzy Possibilistic Clustering: Application to Medical Image MRI.
Comput. Intell. Neurosci., 2013
2012
Band Selection and Classification of Hyperspectral Images by Minimizing Normalized Mutual Information
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
CoRR, 2012
Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm.
CoRR, 2012
Band selection and classification of hyperspectral images using Mutual Information: An algorithm based on minimizing the error probability using the inequality of Fano.
Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012
An improved fuzzy clustering approach using possibilist c-means algorithm: Application to medical image MRI.
Proceedings of the 2012 Colloquium in Information Science and Technology, 2012
2011
Edge Detection by Maximum Entropy: Application to Omnidirectional and Perspective Images.
Int. J. Comput. Vis. Image Process., 2011
2010
Textural feature selection by joint mutual information based on Gaussian mixture model for multispectral image classification.
Pattern Recognit. Lett., 2010
A Color-texture Approach Based on Mutual Information for Multispectral Image Classification.
J. Multim., 2010
2008
Using the maximum Mutual Information criterion to textural Feature Selection for satellite image classification.
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008