Mohammed Lamine Kherfi

33 papers B 1C 2Journal 21Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep fuzzy clustering neural network (DFC-NN): fast convergence and enhanced clustering performance.
Clust. Comput.
Chaima Derouiche, Abdallah Bensayah, Khadra Bouanane, Oussama Aiadi, Belal Khaldi, Mohammed Lamine Kherfi
2025 J jnl
Exploring non-negativity for improved manifold embedding: Application to t-SNE.
Knowl. Based Syst.
Mebarka Allaoui, Rachid Hedjam, Khadra Bouanane, Mohand Saïd Allili, Mohammed Lamine Kherfi, Samir Brahim Belhaouari
2025 J jnl
t-SNE-PSO: Optimizing t-SNE using particle swarm optimization.
Expert Syst. Appl.
Mebarka Allaoui, Samir Brahim Belhaouari, Rachid Hedjam, Khadra Bouanane, Mohammed Lamine Kherfi
2024 — conf
Adapting Random Simple Recurrent Network for Online Forecasting Problems.
EAIS
Mohammed Elmahdi Khennour, Abdelhamid Bouchachia, Mohammed Lamine Kherfi, Khadra Bouanane, Oussama Aiadi
2024 J jnl
Behaviors of first-order optimizers in the context of sparse data and sparse models: A comparative study.
Digit. Signal Process.
Khadra Bouanane, Basma Dokkar, Mebarka Allaoui, Bouthayna Meddour, Mohammed Lamine Kherfi, Rachid Hedjam
2024 — conf
Centroid Initialization Method for t-Distributed Stochastic Neighbour Embedding (t-SNE).
MLNLP
Sara Husam Nassar, Samir B. Belhaouari, Mebarka Allaoui, Mohammed Lamine Kherfi
2024 J jnl
Unified embedding and clustering.
Expert Syst. Appl.
Mebarka Allaoui, Mohammed Lamine Kherfi, Abdelhakim Cheriet, Abdelhamid Bouchachia
2023 — conf
A Comparative Study of the Impact of Different First Order Optimizers on the Learning Process of UNet for Change Detection Task.
ISPR (2)
Basma Dokkar, Bouthaina Meddour, Khadra Bouanane, Mebarka Allaoui, Mohammed Lamine Kherfi
2023 J jnl
A Novel Two-Fold Loss Function for Data Clustering and Reconstruction: Application to Document Analysis.
IEEE Access
Mebarka Allaoui, Mohammed Lamine Kherfi, Oussama Aiadi, Samir Brahim Belhaouari
2023 — conf
A Semi-supervised Teacher-Student Model Based on MMAN for Brain Tissue Segmentation.
ISPR (1)
Salah Felouat, Ramzi Bougandoura, Farrah Debbagh, Mohammed Elmahdi Khennour, Mohammed Lamine Kherfi, Khadra Bouanane
2023 J jnl
A fast weighted multi-view Bayesian learning scheme with deep learning for text-based image retrieval from unlabeled galleries.
Multim. Tools Appl.
Oussama Aiadi, Belal Khaldi, Mohammed Lamine Kherfi
2023 J jnl
Incremental tree-based successive POI recommendation in location-based social networks.
Appl. Intell.
Hanane Amirat, Nasreddine Lagraa, Philippe Fournier-Viger, Youcef Ouinten, Mohammed Lamine Kherfi, Younes Guellouma
2023 J jnl
Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems.
Neural Comput. Appl.
Mohammed Elmahdi Khennour, Abdelhamid Bouchachia, Mohammed Lamine Kherfi, Khadra Bouanane
2022 J jnl
Date Fruit Sorting Based on Deep Learning and Discriminant Correlation Analysis.
IEEE Access
Oussama Aiadi, Belal Khaldi, Mohammed Lamine Kherfi, Mohamed Lamine Mekhalfi, Abdullah Alharbi
2022 — conf
Morphological Operations and Artificial Neural Networks for Multi-scale colored texture classification.
PAIS
Belal Khaldi, Yacine Khaldi, Hanane Azzaoui, Oussama Aiadi, Mohammed Lamine Kherfi
2021 J jnl
Plant Leaves Recognition Based on a Hierarchical One-Class Learning Scheme with Convolutional Auto-Encoder and Siamese Neural Network.
Symmetry
Lamis Hamrouni, Mohammed Lamine Kherfi, Oussama Aiadi, Abdellah Benbelghit
2020 C conf
Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study.
ICISP
Mebarka Allaoui, Mohammed Lamine Kherfi, Abdelhakim Cheriet
2020 J jnl
Image representation using complete multi-texton histogram.
Multim. Tools Appl.
Belal Khaldi, Oussama Aiadi, Mohammed Lamine Kherfi
2020 C conf
Object Detector Combination for Increasing Accuracy and Detecting More Overlapping Objects.
ICISP
Khaoula Drid, Mebarka Allaoui, Mohammed Lamine Kherfi
2019 J jnl
Combining colour and grey-level co-occurrence matrix features: a comparative study.
IET Image Process.
Belal Khaldi, Oussama Aiadi, Mohammed Lamine Kherfi
2018 — conf
Automatic Recognition of Plant Leaves Using Parallel Combination of Classifiers.
CIIA
Lamis Hamrouni, Ramla Bensaci, Mohammed Lamine Kherfi, Belal Khaldi, Oussama Aiadi
2018 J jnl
Extended Bayesian generalization model for understanding user's intention in semantics based images retrieval.
Multim. Tools Appl.
Meriem Korichi, Mohammed Lamine Kherfi, Mohamed Batouche, Khadra Bouanane
2018 — conf
Understanding User's Intention in Semantic Based Image Retrieval: Combining Positive and Negative Examples.
CIIA
Meriem Korichi, Mohammed Lamine Kherfi, Mohamed Batouche, Zineb Kaoudja, Hadjer Bencheikh
2017 J jnl
A new method for automatic date fruit classification.
Int. J. Comput. Vis. Robotics
Oussama Aiadi, Mohammed Lamine Kherfi
2016 J jnl
Modified integrative color intensity co-occurrence matrix for texture image representation.
J. Electronic Imaging
Belal Khaldi, Mohammed Lamine Kherfi
2014 J jnl
A survey on the complementarity between database and ontologies: principles and research areas.
Int. J. Comput. Appl. Technol.
Fatima Zohra Laallam, Mohammed Lamine Kherfi, Sidi Mohamed Benslimane
2007 J jnl
Image Collection Organization and Its Application to Indexing, Browsing, Summarization, and Semantic Retrieval.
IEEE Trans. Multim.
Mohammed Lamine Kherfi, Djemel Ziou
2006 J jnl
Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples.
IEEE Trans. Image Process.
Mohammed Lamine Kherfi, Djemel Ziou
2004 — conf
Combining Visual Features with Semantics for a More Effective Image Retrieval.
ICPR (2)
Mohammed Lamine Kherfi, Djamel Brahmi, Djemel Ziou
2004 J jnl
Image Retrieval from the World Wide Web: Issues, Techniques, and Systems.
ACM Comput. Surv.
Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi
2004 B conf
Image retrieval based on feature weighting and relevance feedback.
ICIP
Mohammed Lamine Kherfi, Djemel Ziou
2003 J jnl
Combining positive and negative examples in relevance feedback for content-based image retrieval.
J. Vis. Commun. Image Represent.
Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi
2002 — conf
Learning from Negative Example in Relevance Feedback for Content-Based Image Retrieval.
ICPR (2)
Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi