M. L. Kherfi

Most-cited papers

Image Retrieval from the World Wide Web: Issues, Techniques, and Systems
M. L. Kherfi, D. Ziou, A. Bernardi
2004CSUR341 citations Open access
Semantic Scholar
Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study
M. Allaoui, M. L. Kherfi, A. Cheriet
2020International Conference on Image and Signal Processing242 citations Open access
Semantic Scholar
Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples
M. L. Kherfi, D. Ziou
2006IEEE Transactions on Image Processing97 citations Open access
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Combining colour and grey-level co-occurrence matrix features: a comparative study
Belal Khaldi, Oussama Aiadi, M. L. Kherfi
2019IET Image Processing60 citations
Semantic Scholar
Combining positive and negative examples in relevance feedback for content-based image retrieval
M. L. Kherfi, D. Ziou, A. Bernardi
2003Journal of Visual Communication and Image Representation51 citations
Semantic Scholar
t-SNE-PSO: Optimizing t-SNE using particle swarm optimization
M. Allaoui, S. Belhaouari, Rachid Hedjam, Khadra Bouanane +1 more
2025Expert systems with applications45 citations
Semantic Scholar
Learning from negative example in relevance feedback for content-based image retrieval
M. L. Kherfi, D. Ziou, A. Bernardi
2002Object recognition supported by user interaction for service robots33 citations
Semantic Scholar
Combining visual features with semantics for a more effective image retrieval
M. L. Kherfi, D. Brahmi, D. Ziou
2004Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.28 citations
Semantic Scholar
A new method for automatic date fruit classification
Oussama Aiadi, M. L. Kherfi
2017Int. J. Comput. Vis. Robotics25 citations
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Image Collection Organization and Its Application to Indexing, Browsing, Summarization, and Semantic Retrieval
M. L. Kherfi, D. Ziou
2007IEEE transactions on multimedia25 citations
Semantic Scholar
Date Fruit Sorting Based on Deep Learning and Discriminant Correlation Analysis
Oussama Aiadi, Belal Khaldi, M. L. Kherfi, M. L. Mekhalfi +1 more
2022IEEE Access23 citations Open access
Semantic Scholar
Object Detector Combination for Increasing Accuracy and Detecting More Overlapping Objects
Khaoula Drid, M. Allaoui, M. L. Kherfi
2020International Conference on Image and Signal Processing20 citations Open access
Semantic Scholar
Plant Leaves Recognition Based on a Hierarchical One-Class Learning Scheme with Convolutional Auto-Encoder and Siamese Neural Network
L. Hamrouni, M. L. Kherfi, Oussama Aiadi, Abdellah Benbelghit
2021Symmetry12 citations Open access
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Automatic Date Fruit Recognition Using Outlier Detection Techniques and Gaussian Mixture Models
Oussama Aiadi, M. L. Kherfi, Belal Khaldi
2019ELCVIA Electronic Letters on Computer Vision and Image Analysis12 citations Open access
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A New Computational Method for Arabic Calligraphy Style Representation and Classification
Zineb Kaoudja, M. L. Kherfi, Belal Khaldi
2021Applied Sciences11 citations Open access
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An efficient multiple-classifier system for Arabic calligraphy style recognition
Zineb Kaoudja, M. L. Kherfi, Belal Khaldi
20192019 International Conference on Networking and Advanced Systems (ICNAS)11 citations
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Image retrieval based on feature weighting and relevance feedback
M. L. Kherfi, D. Ziou
20042004 International Conference on Image Processing, 2004. ICIP '04.10 citations
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Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems
Mohammed Elmahdi Khennour, A. Bouchachia, M. L. Kherfi, Khadra Bouanane
2023Neural computing & applications (Print)9 citations Open access
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Modified integrative color intensity co-occurrence matrix for texture image representation
Belal Khaldi, M. L. Kherfi
2016J. Electronic Imaging9 citations
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A fast weighted multi-view Bayesian learning scheme with deep learning for text-based image retrieval from unlabeled galleries
Aiadi Oussama, Belal Khaldi, M. L. Kherfi
2022Multimedia tools and applications8 citations
Semantic Scholar
A survey on the complementarity between database and ontologies: principles and research areas
F. Z. Laallam, M. L. Kherfi, S. Benslimane
2014International journal of computer application and technology8 citations
Semantic Scholar
Review of Human-Computer Interaction Issues in Image Retrieval
M. L. Kherfi
20088 citations Open access
Semantic Scholar
Arabic Artistic Script Style Identification Using Texture Descriptors.
Zineb Kaoudja, Belal Khaldi, M. L. Kherfi
2020020 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP)7 citations
Semantic Scholar
Unified embedding and clustering
M. Allaoui, M. L. Kherfi, A. Cheriet, A. Bouchachia
2021Expert systems with applications6 citations Open access
Semantic Scholar
Off-line Arabic handwriting recognition system based on ML-LPQ and classifiers combination
Aicha Korichi, Oussama Aiadi, Belal Khaldi, S. Slatnia +1 more
20182018 International Conference on Signal, Image, Vision and their Applications (SIVA)6 citations
Semantic Scholar
Behaviors of first-order optimizers in the context of sparse data and sparse models: A comparative study
Khadra Bouanane, Basma Dokkar, M. Allaoui, Bouthayna Meddour +2 more
2024Digit. Signal Process.5 citations
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Incremental tree-based successive POI recommendation in location-based social networks
Hanane Amirat, N. Lagraa, Philippe Fournier-Viger, Y. Ouinten +2 more
2022Applied intelligence (Boston)5 citations
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USING ONTOLOGIES TO OVERCOMING DRAW- BACKS OF DATABASES AND VICE VERSA :ASURVEY
F. Z. Laallam, M. L. Kherfi, S. Benslimane
20135 citations Open access
Semantic Scholar
Automatic Recognition of Plant Leaves Using Parallel Combination of Classifiers
L. Hamrouni, Ramla Bensaci, M. L. Kherfi, Belal Khaldi +1 more
2018Conférence Internationale sur l'Informatique et ses Applications4 citations Open access
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Exploring non-negativity for improved manifold embedding: Application to t-SNE
M. Allaoui, Rachid Hedjam, Khadra Bouanane, M. Allili +2 more
2025Knowledge-Based Systems3 citations
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Image Classification Using Texture Features and Support Vector Machine (SVM)
Belal Khaldi, Oussama Aiadi, M. L. Kherfi
20193 citations
Semantic Scholar
Understanding user intention in image retrieval: generalization selection using multiple concept hierarchies
Abdelmadjid Youcefa, M. L. Kherfi, Belal Khaldi, Oussama Aiadi
2019TELKOMNIKA (Telecommunication Computing Electronics and Control)3 citations Open access
Semantic Scholar
Centroid Initialization Method for t-Distributed Stochastic Neighbour Embedding (t-SNE)
Sara Nassar, S. Belhaouari, M. Allaoui, M. L. Kherfi
20242024 7th International Conference on Machine Learning and Natural Language Processing (MLNLP)2 citations
Semantic Scholar
Morphological Operations and Artificial Neural Networks for Multi-scale colored texture classification
Belal Khaldi, Yacine Khaldi, Hanane Azzaoui, Oussama Aiadi +1 more
2022International Conference on Pattern Analysis and Intelligent Systems2 citations
Semantic Scholar
A Machine Learning-Based Tool for Exploring COVID-19 Scientific Literature
M. Allaoui, Nour El-Houda Sayah Ben Aissa, Abdellah Ben Belghith, M. L. Kherfi
20212021 International Conference on Recent Advances in Mathematics and Informatics (ICRAMI)2 citations Open access
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Recognizing Arabic handwritten words using multiple features and classifier selection
Oussama Aiadi, Aicha Korichi, M. L. Kherfi
20192019 International Conference on Networking and Advanced Systems (ICNAS)2 citations
Semantic Scholar
Understanding User's Intention in Semantic Based Image Retrieval: Combining Positive and Negative Examples
Meriem Korichi, M. L. Kherfi, M. Batouche, Zineb Kaoudja +1 more
2018Conférence Internationale sur l'Informatique et ses Applications2 citations Open access
Semantic Scholar
A Hierarchial Classification Technique for Semantics-Based Image Retrieval
M. L. Kherfi, D. Ziou
20072 citations
Semantic Scholar
Deep fuzzy clustering neural network (DFC-NN): fast convergence and enhanced clustering performance
Chaima Derouiche, Abdallah Bensayah, Khadra Bouanane, Oussama Aiadi +2 more
2025Cluster Computing1 citations
Semantic Scholar
Adapting Random Simple Recurrent Network for Online Forecasting Problems
Mohammed Elmahdi Khennour, A. Bouchachia, M. L. Kherfi, Khadra Bouanane +1 more
2024IEEE Conference on Evolving and Adaptive Intelligent Systems1 citations
Semantic Scholar
A Semi-supervised Teacher-Student Model Based on MMAN for Brain Tissue Segmentation
Salah Felouat, Ramzi Bougandoura, F. Debbagh, Mohammed Elmahdi Khennour +2 more
2023ISPR1 citations
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A semantic relatedness-based solution for reducing missing problem in TBIR
Farah Debbagh, M. L. Kherfi, M. C. Babahenini
20171 citations
Semantic Scholar
Relevance Feedback in Image Retrieval: A New Approach using Positive and Negative Examples
M. L. Kherfi, D. Ziou, A. Bernardi
2003IS&T/SPIE Electronic Imaging1 citations
Semantic Scholar
Exploring Manifold Embedding Techniques for Enhanced Clustering Efficiency
M. Allaoui, M. L. Kherfi, Rachid Hedjam, S. Belhaouari
20252025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)0 citations
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Semantic clustering of images using semantic similarity measures: A comparative study
Abdelmadjid Youcefa, Oussama Aiadi, Belal Khaldi, M. L. Kherfi
2024International Symposium on Image and Signal Processing and Analysis0 citations
Semantic Scholar
A Novel Two-Fold Loss Function for Data Clustering and Reconstruction: Application to Document Analysis
M. Allaoui, M. L. Kherfi, Oussama Aiadi, S. Belhaouari
2023IEEE Access0 citations Open access
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Chapter XV A Hierarchical Classification Technique for Semantics-Based Image Retrieval
M. L. Kherfi
20190 citations
Semantic Scholar
An Automated System for Date Fruit Recognition through Images = Un Systeme Automatique pour la Reconnaissance des Dattes a Partir des Images
Oussama Aiadi, Belal Khaldi, M. L. Kherfi
20160 citations
Semantic Scholar