S. Meshoul

发表

Multi-class Classification of Gene Expression Data Using Deep Learning for Cancer Prediction

Soumiya Hamena, S. Meshoul, 2022 .

A Fully Adaptive and Hybrid Method for Image Segmentation Using Multilevel Thresholding

Salima Ouadfel, Souham Meshoul, S. Ouadfel, 2013 .

Using Chou's Pseudo-Amino Acid Composition to Predict and Classify Oxygen Binding Proteins

S. Ouadfel, Soumiya Hamena, S. Meshoul, 2020, 2020 6th Conference on Data Science and Machine Learning Applications (CDMA).

Mathematical COVID-19 model with vaccination: a case study in Saudi Arabia

A. Algarni, H. Elmannai, Monia Hamdi, 2022, PeerJ Comput. Sci..

Influenza-like Illness Detection from Arabic Facebook Posts Based on Sentiment Analysis and 1D Convolutional Neural Network

S. Meshoul, Abdennour Boulesnane, Khaoula Aouissi, 2022, Mathematics.

Ant colony system with extremal dynamics for point matching and pose estimation

Mohamed Batouche, Souham Meshoul, M. Batouche, 2002, Object recognition supported by user interaction for service robots.

Path Planning and Formation Control for UAV-Enabled Mobile Edge Computing Network

S. Meshoul, Samiha Fadloun, K. Choutri, 2022, Sensors.

Explainable Multi-Class Classification Based on Integrative Feature Selection for Breast Cancer Subtyping

Hadil Shaiba, S. Meshoul, Ali Batouche, 2022, Mathematics.

Handling Fuzzy Image Clustering with a Modified ABC Algorithm

Salima Ouadfel, Souham Meshoul, S. Ouadfel, 2012 .

Models for Internal Clustering Validation Indexes Based on Hadoop-MapReduce

Souham Meshoul, Soumeya Zerabi, Samia Chikhi Boucherkha, 2020, Int. J. Distributed Syst. Technol..

Parallel Clustering Validation Based on MapReduce

Souham Meshoul, Soumeya Zerabi, Bilel Khantoul, 2018, Advances in Computing Systems and Applications.

EA-based hyperparameter optimization of hybrid deep learning models for effective drug-target interactions prediction

Meriem Belguidoum, Souham Meshoul, Abla Mahdaddi, 2021, Expert Syst. Appl..

A novel approach for Online signature verification using fisher based probabilistic neural network

Mohamed Batouche, Souham Meshoul, M. Batouche, 2010, The IEEE symposium on Computers and Communications.

Combining Fisher Discriminant Analysis and probabilistic neural network for effective on-line signature recognition

Mohamed Batouche, Souham Meshoul, M. Batouche, 2010, 10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010).

Parallel swarm intelligence strategies for large-scale clustering based on MapReduce with application to epigenetics of aging

Pietro Lio', Mohamed Batouche, Souham Meshoul, 2018, Appl. Soft Comput..

Efficient Bioinspired Feature Selection and Machine Learning Based Framework Using Omics Data and Biological Knowledge Data Bases in Cancer Clinical Endpoint Prediction

S. Meshoul, M. Amrane, Abdelkrim Bouramoul, 2023, IEEE Access.

Targeted unsupervised features learning for gene expression data analysis to predict cancer stage

Abdelkrim Bouramoul, Imene Zenbout, Souham Meshoul, 2019, Proceedings of the Tenth International Conference on Computational Systems-Biology and Bioinformatics.

Stacked Sparse Autoencoder For Unsupervised Features Learning in PanCancer miRNA Cancer Classification

Abdelkrim Bouramoul, Imene Zenbout, Souham Meshoul, 2019, CITSC.

A Quantum Inspired Learning Cellular Automaton for Solving the Travelling Salesman Problem

Souham Meshoul, Amer Draa, A. Draa, 2010, 2010 12th International Conference on Computer Modelling and Simulation.

On Solving Edge Detection by Emergence

Mohamed Batouche, Souham Meshoul, Ali Abbassene, 2006, IEA/AIE.

On extending quantum behaved particle swarm optimization to multiobjective context

Ata Kabán, Souham Meshoul, Heyam AlBaity, 2012, 2012 IEEE Congress on Evolutionary Computation.

Joint Task Offloading, Resource Allocation, and Load-Balancing Optimization in Multi-UAV-Aided MEC Systems

S. Meshoul, I. Elgendy, Mohamed Hammad, 2023, Applied Sciences.

QPSO-MD: A Quantum Behaved Particle Swarm Optimization for Consensus Pattern Identification

Souham Meshoul, Tasneem Al-Owaisheq, S. Meshoul, 2009 .

Multi-Objective Cuckoo Search Under Multiple Archiving Strategies

Souham Meshoul, Kamel Zeltni, S. Meshoul, 2016, Int. J. Comput. Intell. Appl..

Multi-Objective Cuckoo Search with Leader Selection Strategies

Souham Meshoul, Kamel Zeltni, S. Meshoul, 2014, ISCO.

A Quantum Inspired Evolutionary Framework for Multi-objective Optimization

Mohamed Batouche, Souham Meshoul, Karima Mahdi, 2005, EPIA.

On the Convergence and Diversity of Pareto Fronts Using Swarm Intelligence Metaheuristics for Constrained Search Space

Souham Meshoul, Heyam AlBaity, Kamel Zeltni, 2018, Int. J. Swarm Intell. Res..

Nature-Inspired Metaheuristics for Automatic Multilevel Image Thresholding

Salima Ouadfel, Souham Meshoul, S. Ouadfel, 2014, Int. J. Appl. Metaheuristic Comput..

Bio-inspired algorithms for multilevel image thresholding

Salima Ouadfel, Souham Meshoul, S. Ouadfel, 2014, Int. J. Comput. Appl. Technol..

Combining Extremal Optimization With Singular Value Decomposition For Effective Point Matching

Mohamed Batouche, Souham Meshoul, M. Batouche, 2003, Int. J. Pattern Recognit. Artif. Intell..

A fully automatic method for feature-based image registration

Mohamed Batouche, S. Meshoul, M. Batouche, 2002, IEEE International Conference on Systems, Man and Cybernetics.

Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics

Mohamed Batouche, Souham Meshoul, M. Batouche, 2002, DAGM-Symposium.

Efficient Lightweight Multimodel Deep Fusion Based on ECG for Arrhythmia Classification

Paweł Pławiak, S. Meshoul, P. Dziwiński, 2022, Sensors.

Deep Learning Cascaded Feature Selection Framework for Breast Cancer Classification: Hybrid CNN with Univariate-Based Approach

M. A. Al-antari, Y. Kadah, G. Atteia, 2022, Mathematics.

WD2O: a novel wind driven dynamic optimization approach with effective change detection

Souham Meshoul, Abdennour Boulesnane, S. Meshoul, 2017, Applied Intelligence.

A Quantum-Inspired Differential Evolution Algorithm for Solving the N-Queens Problem

Mohamed Batouche, Souham Meshoul, Amer Draa, 2010, Int. Arab J. Inf. Technol..

Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling

Mohamed Batouche, Souham Meshoul, Zakaria Benmounah, 2014, ICSI.

New contextual collaborative filtering system with application to personalized healthy nutrition education

Souham Meshoul, Chaker Mezioud, Hanane Zitouni, 2020, J. King Saud Univ. Comput. Inf. Sci..

Image processing using quantum computing and reverse emergence

Mohamed Batouche, S. Meshoul, A. Al Hussaini, 2009 .

Hybrid ensemble approaches to online harassment detection in highly imbalanced data

Salima Ouadfel, Souham Meshoul, Tolba Marwa, 2021, Expert Syst. Appl..

A Multi-Attention Approach for Person Re-Identification Using Deep Learning

Paweł Pławiak, S. Meshoul, Khalid Amin, 2023, Sensors.

Deep learning for online harassment detection in tweets

Souham Meshoul, Ouadfel Salima, Tolba Marwa, 2018, 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS).

Female Saudi College students' e-learning experience amidst COVID-19 pandemic: An investigation and analysis

Maya John, Hadil Shaiba, S. Meshoul, 2022, Heliyon.

An Artificial Immune System for Multimodality Image Alignment

Mohamed Batouche, Souham Meshoul, Esma Bendiab, 2003, ICARIS.

Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models

Imene Zenbout, Souham Meshoul, S. Meshoul, 2018, BDCA.

Revisiting BFR Clustering Algorithm for Large Scale Gene Regulatory Network Reconstruction using MapReduce

Souham Meshoul, Meroua Daoudi, S. Meshoul, 2017, BDCA'17.

A Multilayered Audio Signal Encryption Approach for Secure Voice Communication

Hanaa A. Abdallah, S. Meshoul, 2022, Electronics.

A Multi-Lingual Speech Recognition-Based Framework to Human-Drone Interaction

M. Batouche, S. Meshoul, K. Choutri, 2022, Electronics.

CircleVis: A Visualization Tool for Circular Labeling Arrangements and Overlap Removal

S. Meshoul, Samiha Fadloun, K. Choutri, 2022, Applied Sciences.

Visual Analytics Using Machine Learning for Transparency Requirements

S. Meshoul, Samiha Fadloun, K. Choutri, 2023, Mathematics.

A quantum evolutionary algorithm for data clustering

Mohamed-Khireddine Kholladi, Mohamed Batouche, Souham Meshoul, 2010, Int. J. Data Min. Model. Manag..

Evaluating the Potentials of PLSR and SVR Models for Soil Properties Prediction Using Field Imaging, Laboratory VNIR Spectroscopy and Their Combination

H. Elmannai, S. Meshoul, E. Karray, 2023, Computer Modeling in Engineering & Sciences.

Linked Open Data for New Item Problem Solving in Collaborative Recommender Systems

Hanane ZITOUNI, Souham MESHOUL, Anfal KADI, 2018, 2018 International Conference on Smart Communications in Network Technologies (SaCoNeT).

Enhancing Content Based Filtering Using Web of Data

Souham Meshoul, Hanane Zitouni, Kamel Taouche, 2018, CIIA.

Improving content based recommender systems using linked data cloud and FOAF vocabulary

Souham Meshoul, Hanane Zitouni, Kamel Taouche, 2017, WI.

Toward a New Recommender System Based on Multi-criteria Hybrid Information Filtering

Omar Nouali, Souham Meshoul, Hanane Zitouni, 2015, CIIA.

Computational Intelligence Approaches for Energy Optimization in Wireless Sensor Networks

Souham Meshoul, Mohamed Sandeli, S. Meshoul, 2017, Int. J. Comput. Intell. Appl..

Reinforcement learning for dynamic optimization problems

Souham Meshoul, Abdennour Boulesnane, S. Meshoul, 2021, GECCO Companion.

Effective Streaming Evolutionary Feature Selection Using Dynamic Optimization

Souham Meshoul, Abdennour Boulesnane, S. Meshoul, 2018, CIIA.

A Semi-Supervised Approach to GRN Inference Using Learning and Optimization

Samia Boucherkha, Souham Meshoul, Meroua Daoudi, 2021, Int. J. Appl. Metaheuristic Comput..

A data-clustering approach based on artificial ant colonies with control of emergence

Souham Meshoul, Billel Kenidra, S. Meshoul, 2014, 2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR).

Ensemble classifiers for dynamic signature authentication

Souham Meshoul, Nora Al-Muhanna, S. Meshoul, 2011, 2011 IEEE International Conference on Computer Science and Automation Engineering.

An effective feature selection method for on-line signature based authentication

Souham Meshoul, Eman Alattas, S. Meshoul, 2011, 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

Deep Neural Network for Classification and Prediction of Oxygen Binding Proteins

Souham Meshoul, Soumiya Hamena, Soumiya Hamena, 2018, ICCBB.

Deep Neural Network for Supervised Inference of Gene Regulatory Network

Souham Meshoul, Meroua Daoudi, S. Meshoul, 2018, MISC.