Reda Mohamed Hamou

Orcid: 0000-0002-0388-1275

According to our database1, Reda Mohamed Hamou authored at least 71 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Optimizing the Performance of the IDS Through Feature-Relevant Selection Using PSO and Random Forest Techniques.
Computación y Sistemas (CyS), 2024

2022
Recognizing the Physical Activity of Hospitalized Older People From Wearable Sensors Data Using IoT.
Int. J. Organ. Collect. Intell., 2022

Optimizing Connection Weights in Neural Networks Using Hybrid Metaheuristics Algorithms.
Int. J. Inf. Retr. Res., 2022

Border Security and Surveillance System Using IoT.
Int. J. Inf. Retr. Res., 2022

Automatic selection of hidden neurons and weights in neural networks for data classification using hybrid particle swarm optimization, multi-verse optimization based on Lévy flight.
Evol. Intell., 2022

2021
A Self-Adaptive Hybrid Bat Algorithm for Training Feedforward Neural Networks.
Int. J. Swarm Intell. Res., 2021

2020
Sentiment Analysis of Tweets Using Naïve Bayes, KNN, and Decision Tree.
Int. J. Organ. Collect. Intell., 2020

An adaptation of a F-measure for automatic text summarization by extraction.
Clust. Comput., 2020

2019
Filter/Wrapper Methods for Gene Selection and Classification of Microarray Dataset.
Int. J. Softw. Innov., 2019

A new bio inspired technique based on octopods for spam filtering.
Appl. Intell., 2019

Training Feedforward Neural Networks Using Hybrid Particle Swarm Optimization, Multi-Verse Optimization.
Proceedings of the 1st International Conference on Innovative Trends in Computer Science, 2019

2018
Protein Classification Using N-gram Technique and Association Rules.
Int. J. Softw. Innov., 2018

Sonar Data Classification Using a New Algorithm Inspired from Black Holes Phenomenon.
Int. J. Inf. Retr. Res., 2018

Penguins Search Optimization Algorithm for Community Detection in Complex Networks.
Int. J. Appl. Metaheuristic Comput., 2018

Comparative Study Between Two Swarm Intelligence Automatic Text Summaries: Social Spiders vs Social Bees.
Int. J. Appl. Metaheuristic Comput., 2018

Une nouvelle métrique d'évaluation pour les résumés automatiques de texte par extraction.
Proceedings of the Business Intelligence & Big Data, 2018

2017
On Demand ETL of RDB to RDF Mapping for Linked Enterprise Data.
Int. J. Strateg. Inf. Technol. Appl., 2017

New Approach Based on Termite's Hill Building for Prediction of Successful Simulations in Climate Models.
Int. J. Swarm Intell. Res., 2017

A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic States Prediction.
Int. J. Swarm Intell. Res., 2017

BHA2: Bio-inspired Algorithm and Automatic Summarisation for Detecting Different Types of Plagiarism.
Int. J. Swarm Intell. Res., 2017

A New Meta-Heuristics for Intrusion Detection System Inspired from the Protection System of Social Bees.
Int. J. Inf. Secur. Priv., 2017

A discrete modified fireworks algorithm for community detection in complex networks.
Appl. Intell., 2017

Machine Learning Based Classification of Android Apps through Text Features.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016
New Bio Inspired Techniques in the Filtering of Spam: Synthesis and Comparative Study.
J. Inf. Technol. Res., 2016

Artificial Haemostasis System for Modern Information Retrieval with 3D Result-Mining.
J. Inf. Technol. Res., 2016

New Supervised Approach for Plant Leaves Classification using Artificial Social Bees.
Int. J. Organ. Collect. Intell., 2016

Combination of Access Control and De-Identification for Privacy Preserving in Big Data.
Int. J. Inf. Secur. Priv., 2016

A New Approach Based on the Detection of Opinion by SentiWordNet for Automatic Text Summaries by Extraction.
Int. J. Inf. Retr. Res., 2016

Fuzzy Opinion: Detection of Opinion Based on SentiWordNet Dictionary by Using Fuzzy Logic.
Int. J. Inf. Retr. Res., 2016

A New Algorithm of Grouping Cockroaches Classifier (GCC) for Textual Plagiarism Detection.
Int. J. Inf. Retr. Res., 2016

De-Identification of Unstructured Textual Data using Artificial Immune System for Privacy Preserving.
Int. J. Decis. Support Syst. Technol., 2016

Enhanced Artificial Social Cockroaches (EASC) for Modern Information Retrieval.
Int. J. Cogn. Informatics Nat. Intell., 2016

DNA data clustering by combination of 3D cellular automata and n-grams for structure molecule prediction.
Int. J. Bioinform. Res. Appl., 2016

Supervised Machine Learning for Plants Identification Based on Images of Their Leaves.
Int. J. Agric. Environ. Inf. Syst., 2016

2015
A New Biomimetic Method Based on the Power Saves of Social Bees for Automatic Summaries of Texts by Extraction.
Int. J. Softw. Sci. Comput. Intell., 2015

Privacy Preserving Through Fireworks Algorithm Based Model for Image Perturbation in Big Data.
Int. J. Swarm Intell. Res., 2015

A Fireworks Algorithm for Modern Web Information Retrieval with Visual Results Mining.
Int. J. Swarm Intell. Res., 2015

A New Swarm Intelligence Technique of Artificial Haemostasis System for Suspicious Person Detection with Visual Result Mining.
Int. J. Swarm Intell. Res., 2015

New Swarm Intelligence Technique of Artificial Social Cockroaches for Suspicious Person Detection Using N-Gram Pixel with Visual Result Mining.
Int. J. Strateg. Decis. Sci., 2015

Recommending Relevant Open Source Projects on GitHub using a Collaborative-Filtering Technique.
Int. J. Open Source Softw. Process., 2015

De-Identification of Health Data in Big Data using a Novel Bio-Inspired Apoptosis Algorithm.
Int. J. Organ. Collect. Intell., 2015

An Approach based on Social Bees for an Intrusion Detection System by Scenario.
Int. J. Organ. Collect. Intell., 2015

Detection of Opinion: Approach based on Corpus vs. Approach based on SentiWordNet.
Int. J. Organ. Collect. Intell., 2015

Clustering of Human Gestures Images Using 3D Cellular Automata and N-Gram Pixels with a Visualisation aspect.
Int. J. Organ. Collect. Intell., 2015

Novel Bio-Inspired Technique of Artificial Social Cockroaches (ASC).
Int. J. Organ. Collect. Intell., 2015

A New Meta-Heuristic based on Human Renal Function for Detection and Filtering of SPAM.
Int. J. Inf. Secur. Priv., 2015

A Novel Bio-Inspired Approach for Multilingual Spam Filtering.
Int. J. Intell. Inf. Technol., 2015

Hybridization of Social Spiders and Extractions Techniques for Automatic Text Summaries.
Int. J. Cogn. Informatics Nat. Intell., 2015

Boosting Algorithm and Meta-Heuristic Based on Genetic Algorithms for Textual Plagiarism Detection.
Int. J. Cogn. Informatics Nat. Intell., 2015

Bio-Inspired Techniques in the Clustering of Texts: Synthesis and Comparative Study.
Int. J. Appl. Metaheuristic Comput., 2015

Elaboration of an Artificial Model for Filtering of Spam Based on Human Renal Function.
Proceedings of the 1st International Workshop on Knowledge Discovery on the WEB, 2015

A New Multi-layered Approach for Automatic Text Summaries Mono-Document Based on Social Spiders.
Proceedings of the Computer Science and Its Applications, 2015

Towards a molecules production from DNA sequences based on clustering by 3D cellular automata approach and n-grams technique.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014
Text Clustering using Distances Combination by Social Bees: Towards 3D Visualisation Aspect.
Int. J. Inf. Retr. Res., 2014

Does 3D Cellular Automata Using WordNet Can Improve Text Clustering?
Int. J. Digit. Libr. Syst., 2014

Application of Meta-Heuristics Methods on PIR Protocols Over Cloud Storage Services.
Int. J. Cloud Appl. Comput., 2014

Link Analysis for Communities Detection on Facebook.
CoRR, 2014

Detecting Opinions in Tweets.
CoRR, 2014

A Multilayer Evolutionary Homomorphic Encryption Approach for Privacy Preserving over Big Data.
Proceedings of the 2014 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2014

Machine learning tool and meta-heuristic based on genetic algorithms for plagiarism detection over mail service.
Proceedings of the 2014 IEEE/ACIS 13th International Conference on Computer and Information Science, 2014

2013
The Impact of the Mode of Data Representation for the Result Quality of the Detection and Filtering of Spam.
Int. J. Inf. Retr. Res., 2013

Modeling of Inclusion by Genetic Algorithms: Application to the Beta-Cyclodextrin and Triphenylphosphine.
Int. J. Chemoinformatics Chem. Eng., 2013

A New Meta-Heuristic Based on Social Bees for Detection and Filtering of Spam.
Int. J. Appl. Metaheuristic Comput., 2013

Study of Sensitive Parameters of PSO Application to Clustering of Texts.
Int. J. Appl. Evol. Comput., 2013

Experimentation of Data Mining Technique for System's Security: A Comparative Study.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

2012
The Social Spiders in the Clustering of Texts: Towards an Aspect of Visual Classification.
Int. J. Artif. Life Res., 2012

Visualization and clustering by 3D cellular automata: Application to unstructured data
CoRR, 2012

A Biomimetic Approach Based on Immune Systems for Classification of Unstructured Data
CoRR, 2012

A New Biomimetic Approach Based on Social Spiders for Clustering of Text.
Proceedings of the Software Engineering Research, 2012

2010
Representation of textual documents by the approach wordnet and n-grams for the unsupervised classification (clustering) with 2D cellular automata: a comparative study.
Comput. Inf. Sci., 2010

2009
La Classification non Supervisée (Clustering) de Documents Textuels par les Automates Cellulaires.
Proceedings of the 2nd Conférence Internationale sur l'Informatique et ses Applications (CIIA'09), 2009


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