Reda Mohamed Hamou

75 papers C 2Journal 63Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
PSO and Random Forest Techniques to Improve IDS Performance for Multi-class classification.
Computación y Sistemas (CyS)
Benaissa Safa, Reda Mohamed Hamou, Adil Toumouh
2024 J jnl
Optimizing the Performance of the IDS Through Feature-Relevant Selection Using PSO and Random Forest Techniques.
Computación y Sistemas (CyS)
Benaissa Safa, Reda Mohamed Hamou, Adil Toumouh
2022 J jnl
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.
Rabab Bousmaha, Reda Mohamed Hamou, Abdelmalek Amine
2022 J jnl
Border Security and Surveillance System Using IoT.
Int. J. Inf. Retr. Res.
Siham Boukhalfa, Abdelmalek Amine, Reda Mohamed Hamou
2022 J jnl
Credit Card Fraud Detection Using Deep Learning Approach (LSTM) Under IoT Environment.
Int. J. Organ. Collect. Intell.
Bensaid Tayeb, Abdelmalek Amine, Reda Mohamed Hamou, A. V. Senthil Kumar
2022 J jnl
Optimizing Connection Weights in Neural Networks Using Hybrid Metaheuristics Algorithms.
Int. J. Inf. Retr. Res.
Rabab Bousmaha, Reda Mohamed Hamou, Abdelmalek Amine
2022 J jnl
Recognizing the Physical Activity of Hospitalized Older People From Wearable Sensors Data Using IoT.
Int. J. Organ. Collect. Intell.
Siham Boukhalfa, Abdelmalek Amine, Reda Mohamed Hamou
2022 J jnl
Spotted Hyenas Approach for Suicidal Prediction: Application in Twitter.
Int. J. Organ. Collect. Intell.
Kadda Zerrouki, Reda Mohamed Hamou, Abdellatif Rahmoun
2021 J jnl
A Self-Adaptive Hybrid Bat Algorithm for Training Feedforward Neural Networks.
Int. J. Swarm Intell. Res.
Rabab Bousmaha, Reda Mohamed Hamou, Abdelmalek Amine
2020 J jnl
An adaptation of a F-measure for automatic text summarization by extraction.
Clust. Comput.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani
2020 J jnl
Sentiment Analysis of Tweets Using Naïve Bayes, KNN, and Decision Tree.
Int. J. Organ. Collect. Intell.
Kadda Zerrouki, Reda Mohamed Hamou, Abdellatif Rahmoun
2019 — ed.
3rd edition of the National Study Day on Research on Computer Sciences (JERI 2019), Saida, Algeria, April 27, 2019.
JERI
Abdelmalek Amine, Reda Mohamed Hamou, Mebarka Yahlali, Mohamed Amine Boudia
2019 J jnl
A new bio inspired technique based on octopods for spam filtering.
Appl. Intell.
Miloud Aboubakeur El Sadek Mokri, Reda Mohamed Hamou, Abdelmalek Amine
2019 J jnl
Filter/Wrapper Methods for Gene Selection and Classification of Microarray Dataset.
Int. J. Softw. Innov.
Norreddine Mekour, Reda Mohamed Hamou, Abdelmalek Amine
2019 — conf
Training Feedforward Neural Networks Using Hybrid Particle Swarm Optimization, Multi-Verse Optimization.
CITSC
Rabab Bousmaha, Reda Mohamed Hamou, Abdelmalek Amine
2018 J jnl
Comparative Study Between Two Swarm Intelligence Automatic Text Summaries: Social Spiders vs Social Bees.
Int. J. Appl. Metaheuristic Comput.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
2018 J jnl
Penguins Search Optimization Algorithm for Community Detection in Complex Networks.
Int. J. Appl. Metaheuristic Comput.
Mohamed Guendouz, Abdelmalek Amine, Reda Mohamed Hamou
2018 J jnl
Protein Classification Using N-gram Technique and Association Rules.
Int. J. Softw. Innov.
Fatima Kabli, Reda Mohamed Hamou, Abdelmalek Amine
2018 J jnl
Sonar Data Classification Using a New Algorithm Inspired from Black Holes Phenomenon.
Int. J. Inf. Retr. Res.
Mohamed Elhadi Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
2018 — conf
Une nouvelle métrique d'évaluation pour les résumés automatiques de texte par extraction.
EDA
Ahmed Chaouki Lokbani, Mohamed Amine Boudia, Reda Mohamed Hamou
2017 J jnl
A New Meta-Heuristics for Intrusion Detection System Inspired from the Protection System of Social Bees.
Int. J. Inf. Secur. Priv.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
2017 J jnl
A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic States Prediction.
Int. J. Swarm Intell. Res.
Mohamed Elhadi Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
2017 J jnl
A discrete modified fireworks algorithm for community detection in complex networks.
Appl. Intell.
Mohamed Guendouz, Abdelmalek Amine, Reda Mohamed Hamou
2017 J jnl
BHA2: Bio-inspired Algorithm and Automatic Summarisation for Detecting Different Types of Plagiarism.
Int. J. Swarm Intell. Res.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Amine Rahmani
2017 — conf
Machine Learning Based Classification of Android Apps through Text Features.
EGC
Mohamed Guendouz, Abdelmalek Amine, Reda Mohamed Hamou
2017 J jnl
New Approach Based on Termite's Hill Building for Prediction of Successful Simulations in Climate Models.
Int. J. Swarm Intell. Res.
Mohamed Elhadi Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
2017 J jnl
On Demand ETL of RDB to RDF Mapping for Linked Enterprise Data.
Int. J. Strateg. Inf. Technol. Appl.
Lehireche Nesrine, Malki Mimoun, Ahmed Lehireche, Reda Mohamed Hamou
2016 J jnl
A New Algorithm of Grouping Cockroaches Classifier (GCC) for Textual Plagiarism Detection.
Int. J. Inf. Retr. Res.
Hadj Ahmed Bouarara, Reda Mohamed Hamou
2016 J jnl
A New Approach Based on the Detection of Opinion by SentiWordNet for Automatic Text Summaries by Extraction.
Int. J. Inf. Retr. Res.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
2016 J jnl
Artificial Haemostasis System for Modern Information Retrieval with 3D Result-Mining.
J. Inf. Technol. Res.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2016 J jnl
Combination of Access Control and De-Identification for Privacy Preserving in Big Data.
Int. J. Inf. Secur. Priv.
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
2016 J jnl
DNA data clustering by combination of 3D cellular automata and n-grams for structure molecule prediction.
Int. J. Bioinform. Res. Appl.
Fatima Kabli, Reda Mohamed Hamou, Abdelmalek Amine
2016 J jnl
De-Identification of Unstructured Textual Data using Artificial Immune System for Privacy Preserving.
Int. J. Decis. Support Syst. Technol.
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou, Mohamed Amine Boudia, Hadj Ahmed Bouarara
2016 J jnl
Enhanced Artificial Social Cockroaches (EASC) for Modern Information Retrieval.
Int. J. Cogn. Informatics Nat. Intell.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2016 J jnl
Fuzzy Opinion: Detection of Opinion Based on SentiWordNet Dictionary by Using Fuzzy Logic.
Int. J. Inf. Retr. Res.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
2016 J jnl
New Bio Inspired Techniques in the Filtering of Spam: Synthesis and Comparative Study.
J. Inf. Technol. Res.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2016 J jnl
New Supervised Approach for Plant Leaves Classification using Artificial Social Bees.
Int. J. Organ. Collect. Intell.
Mohamed Elhadi Rahmani, Hadj Ahmed Bouarara, Abdelmalek Amine, Reda Mohamed Hamou, Hanane Menad
2016 J jnl
Supervised Machine Learning for Plants Identification Based on Images of Their Leaves.
Int. J. Agric. Environ. Inf. Syst.
Mohamed Elhadi Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
2015 J jnl
A Fireworks Algorithm for Modern Web Information Retrieval with Visual Results Mining.
Int. J. Swarm Intell. Res.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine, Amine Rahmani
2015 J jnl
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.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine, Amine Rahmani
2015 J jnl
A New Meta-Heuristic based on Human Renal Function for Detection and Filtering of SPAM.
Int. J. Inf. Secur. Priv.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
2015 — conf
A New Multi-layered Approach for Automatic Text Summaries Mono-Document Based on Social Spiders.
CIIA
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine, Mohamed Elhadi Rahmani, Amine Rahmani
2015 J jnl
A New Swarm Intelligence Technique of Artificial Haemostasis System for Suspicious Person Detection with Visual Result Mining.
Int. J. Swarm Intell. Res.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2015 J jnl
A Novel Bio-Inspired Approach for Multilingual Spam Filtering.
Int. J. Intell. Inf. Technol.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2015 J jnl
An Approach based on Social Bees for an Intrusion Detection System by Scenario.
Int. J. Organ. Collect. Intell.
Ahmed Chaouki Lokbani, Ahmed Lehireche, Reda Mohamed Hamou, Mohamed Amine Boudia
2015 J jnl
Bio-Inspired Techniques in the Clustering of Texts: Synthesis and Comparative Study.
Int. J. Appl. Metaheuristic Comput.
Reda Mohamed Hamou, Hadj Ahmed Bouarara, Abdelmalek Amine
2015 J jnl
Boosting Algorithm and Meta-Heuristic Based on Genetic Algorithms for Textual Plagiarism Detection.
Int. J. Cogn. Informatics Nat. Intell.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Amine Rahmani, Abdelmalek Amine
2015 J jnl
Clustering of Human Gestures Images Using 3D Cellular Automata and N-Gram Pixels with a Visualisation aspect.
Int. J. Organ. Collect. Intell.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2015 J jnl
De-Identification of Health Data in Big Data using a Novel Bio-Inspired Apoptosis Algorithm.
Int. J. Organ. Collect. Intell.
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
2015 J jnl
Detection of Opinion: Approach based on Corpus vs. Approach based on SentiWordNet.
Int. J. Organ. Collect. Intell.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
2015 — conf
Elaboration of an Artificial Model for Filtering of Spam Based on Human Renal Function.
KDWeb
Reda Mohamed Hamou, Mohamed Amine Boudia, Abdelmalek Amine
2015 J jnl
Hybridization of Social Spiders and Extractions Techniques for Automatic Text Summaries.
Int. J. Cogn. Informatics Nat. Intell.
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine, Mohamed Elhadi Rahmani, Amine Rahmani
2015 J jnl
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.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2015 J jnl
Novel Bio-Inspired Technique of Artificial Social Cockroaches (ASC).
Int. J. Organ. Collect. Intell.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2015 J jnl
Privacy Preserving Through Fireworks Algorithm Based Model for Image Perturbation in Big Data.
Int. J. Swarm Intell. Res.
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou, Mohamed Elhadi Rahmani, Hadj Ahmed Bouarara
2015 J jnl
Recommending Relevant Open Source Projects on GitHub using a Collaborative-Filtering Technique.
Int. J. Open Source Softw. Process.
Mohamed Guendouz, Abdelmalek Amine, Reda Mohamed Hamou
2015 C conf
Towards a molecules production from DNA sequences based on clustering by 3D cellular automata approach and n-grams technique.
AICCSA
Fatima Kabli, Reda Mohamed Hamou, Abdelmalek Amine
2014 — conf
A Multilayer Evolutionary Homomorphic Encryption Approach for Privacy Preserving over Big Data.
CyberC
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
2014 J jnl
Application of Meta-Heuristics Methods on PIR Protocols Over Cloud Storage Services.
Int. J. Cloud Appl. Comput.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Amine Rahmani, Abdelmalek Amine
2014 J jnl
Detecting Opinions in Tweets.
CoRR
Abdelmalek Amine, Reda Mohamed Hamou, Michel Simonet
2014 J jnl
Does 3D Cellular Automata Using WordNet Can Improve Text Clustering?
Int. J. Digit. Libr. Syst.
Abdelmalek Amine, Reda Mohamed Hamou, Michel Simonet
2014 J jnl
Link Analysis for Communities Detection on Facebook.
CoRR
Mohamed Adnane Mellah, Abdelmalek Amine, Reda Mohamed Hamou, A. V. Senthil Kumar
2014 C conf
Machine learning tool and meta-heuristic based on genetic algorithms for plagiarism detection over mail service.
ICIS
Hadj Ahmed Bouarara, Amine Rahmani, Reda Mohamed Hamou, Abdelmalek Amine
2014 J jnl
Text Clustering using Distances Combination by Social Bees: Towards 3D Visualisation Aspect.
Int. J. Inf. Retr. Res.
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
2013 J jnl
A New Meta-Heuristic Based on Social Bees for Detection and Filtering of Spam.
Int. J. Appl. Metaheuristic Comput.
Reda Mohamed Hamou, Abdelmalek Amine, Amine Boudia
2013 — conf
Experimentation of Data Mining Technique for System's Security: A Comparative Study.
ICSI (2)
Ahmed Chaouki Lokbani, Ahmed Lehireche, Reda Mohamed Hamou
2013 J jnl
Modeling of Inclusion by Genetic Algorithms: Application to the Beta-Cyclodextrin and Triphenylphosphine.
Int. J. Chemoinformatics Chem. Eng.
Reda Mohamed Hamou, Abdelmalek Amine, Ali Rahmouni, Ahmed Chaouki Lokbani, Michel Simonet
2013 J jnl
Study of Sensitive Parameters of PSO Application to Clustering of Texts.
Int. J. Appl. Evol. Comput.
Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani
2013 J jnl
The Impact of the Mode of Data Representation for the Result Quality of the Detection and Filtering of Spam.
Int. J. Inf. Retr. Res.
Reda Mohamed Hamou, Abdelmalek Amine
2012 J jnl
A Biomimetic Approach Based on Immune Systems for Classification of Unstructured Data
CoRR
Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani
2012 — conf
A New Biomimetic Approach Based on Social Spiders for Clustering of Text.
SERA (selected papers)
Reda Mohamed Hamou, Abdelmalek Amine, Mohamed Rahmani
2012 J jnl
The Social Spiders in the Clustering of Texts: Towards an Aspect of Visual Classification.
Int. J. Artif. Life Res.
Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani
2012 J jnl
Visualization and clustering by 3D cellular automata: Application to unstructured data
CoRR
Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani, Michel Simonet
2010 J jnl
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.
Reda Mohamed Hamou, Ahmed Lehireche, Ahmed Chaouki Lokbani, Mohamed Rahmani
2009 — conf
La Classification non Supervisée (Clustering) de Documents Textuels par les Automates Cellulaires.
CIIA
Reda Mohamed Hamou, Ahmed Lehireche