Reda Mohamed Hamou

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 53

Top Topics

Swarm Intelligence

Hybrid Particle Swarm Optimization

Cellular Automata

Top Venues

Int. J. Organ. Collect. Intell.

Int. J. Swarm Intell. Res.

Int. J. Inf. Retr. Res.

Int. J. Cogn. Informatics Nat. Intell.

Publications

Benaissa Safa, Reda Mohamed Hamou, Adil Toumouh
Optimizing the Performance of the IDS Through Feature-Relevant Selection Using PSO and Random Forest Techniques. Computación y Sistemas (CyS) 28 (2) (2024)
Siham Boukhalfa, Abdelmalek Amine, Reda Mohamed Hamou
Recognizing the Physical Activity of Hospitalized Older People From Wearable Sensors Data Using IoT. Int. J. Organ. Collect. Intell. 12 (1) (2022)
Siham Boukhalfa, Abdelmalek Amine, Reda Mohamed Hamou
Border Security and Surveillance System Using IoT. Int. J. Inf. Retr. Res. 12 (1) (2022)
Rabab Bousmaha, Reda Mohamed Hamou, Abdelmalek Amine
Optimizing Connection Weights in Neural Networks Using Hybrid Metaheuristics Algorithms. Int. J. Inf. Retr. Res. 12 (1) (2022)
Rabab Bousmaha, Reda Mohamed Hamou, Abdelmalek Amine
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. 15 (3) (2022)
Rabab Bousmaha, Reda Mohamed Hamou, Abdelmalek Amine
A Self-Adaptive Hybrid Bat Algorithm for Training Feedforward Neural Networks. Int. J. Swarm Intell. Res. 12 (3) (2021)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani
An adaptation of a F-measure for automatic text summarization by extraction. Clust. Comput. 23 (3) (2020)
Kadda Zerrouki, Reda Mohamed Hamou, Abdellatif Rahmoun
Sentiment Analysis of Tweets Using Naïve Bayes, KNN, and Decision Tree. Int. J. Organ. Collect. Intell. 10 (4) (2020)
Norreddine Mekour, Reda Mohamed Hamou, Abdelmalek Amine
Filter/Wrapper Methods for Gene Selection and Classification of Microarray Dataset. Int. J. Softw. Innov. 7 (3) (2019)
Miloud Aboubakeur El Sadek Mokri, Reda Mohamed Hamou, Abdelmalek Amine
A new bio inspired technique based on octopods for spam filtering. Appl. Intell. 49 (9) (2019)
Rabab Bousmaha, Reda Mohamed Hamou, Abdelmalek Amine
Training Feedforward Neural Networks Using Hybrid Particle Swarm Optimization, Multi-Verse Optimization. CITSC (2019)
Ahmed Chaouki Lokbani, Mohamed Amine Boudia, Reda Mohamed Hamou
Une nouvelle métrique d'évaluation pour les résumés automatiques de texte par extraction. EDA (2018)
Mohamed Elhadi Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
Sonar Data Classification Using a New Algorithm Inspired from Black Holes Phenomenon. Int. J. Inf. Retr. Res. 8 (2) (2018)
Fatima Kabli, Reda Mohamed Hamou, Abdelmalek Amine
Protein Classification Using N-gram Technique and Association Rules. Int. J. Softw. Innov. 6 (2) (2018)
Mohamed Guendouz, Abdelmalek Amine, Reda Mohamed Hamou
Penguins Search Optimization Algorithm for Community Detection in Complex Networks. Int. J. Appl. Metaheuristic Comput. 9 (1) (2018)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
Comparative Study Between Two Swarm Intelligence Automatic Text Summaries: Social Spiders vs Social Bees. Int. J. Appl. Metaheuristic Comput. 9 (1) (2018)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Amine Rahmani
BHA2: Bio-inspired Algorithm and Automatic Summarisation for Detecting Different Types of Plagiarism. Int. J. Swarm Intell. Res. 8 (1) (2017)
Mohamed Guendouz, Abdelmalek Amine, Reda Mohamed Hamou
Machine Learning Based Classification of Android Apps through Text Features. EGC (2017)
Mohamed Guendouz, Abdelmalek Amine, Reda Mohamed Hamou
A discrete modified fireworks algorithm for community detection in complex networks. Appl. Intell. 46 (2) (2017)
Mohamed Elhadi Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
New Approach Based on Termite's Hill Building for Prediction of Successful Simulations in Climate Models. Int. J. Swarm Intell. Res. 8 (3) (2017)
Lehireche Nesrine, Malki Mimoun, Ahmed Lehireche, Reda Mohamed Hamou
On Demand ETL of RDB to RDF Mapping for Linked Enterprise Data. Int. J. Strateg. Inf. Technol. Appl. 8 (3) (2017)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
A New Meta-Heuristics for Intrusion Detection System Inspired from the Protection System of Social Bees. Int. J. Inf. Secur. Priv. 11 (1) (2017)
Mohamed Elhadi Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic States Prediction. Int. J. Swarm Intell. Res. 8 (3) (2017)
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou, Mohamed Amine Boudia, Hadj Ahmed Bouarara
De-Identification of Unstructured Textual Data using Artificial Immune System for Privacy Preserving. Int. J. Decis. Support Syst. Technol. 8 (4) (2016)
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
Combination of Access Control and De-Identification for Privacy Preserving in Big Data. Int. J. Inf. Secur. Priv. 10 (1) (2016)
Mohamed Elhadi Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
Supervised Machine Learning for Plants Identification Based on Images of Their Leaves. Int. J. Agric. Environ. Inf. Syst. 7 (4) (2016)
Fatima Kabli, Reda Mohamed Hamou, Abdelmalek Amine
DNA data clustering by combination of 3D cellular automata and n-grams for structure molecule prediction. Int. J. Bioinform. Res. Appl. 12 (4) (2016)
Hadj Ahmed Bouarara, Reda Mohamed Hamou
A New Algorithm of Grouping Cockroaches Classifier (GCC) for Textual Plagiarism Detection. Int. J. Inf. Retr. Res. 6 (4) (2016)
Mohamed Elhadi Rahmani, Hadj Ahmed Bouarara, Abdelmalek Amine, Reda Mohamed Hamou, Hanane Menad
New Supervised Approach for Plant Leaves Classification using Artificial Social Bees. Int. J. Organ. Collect. Intell. 6 (1) (2016)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
Fuzzy Opinion: Detection of Opinion Based on SentiWordNet Dictionary by Using Fuzzy Logic. Int. J. Inf. Retr. Res. 6 (3) (2016)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
New Bio Inspired Techniques in the Filtering of Spam: Synthesis and Comparative Study. J. Inf. Technol. Res. 9 (2) (2016)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
Enhanced Artificial Social Cockroaches (EASC) for Modern Information Retrieval. Int. J. Cogn. Informatics Nat. Intell. 10 (2) (2016)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
Artificial Haemostasis System for Modern Information Retrieval with 3D Result-Mining. J. Inf. Technol. Res. 9 (2) (2016)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
A New Approach Based on the Detection of Opinion by SentiWordNet for Automatic Text Summaries by Extraction. Int. J. Inf. Retr. Res. 6 (3) (2016)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine, Amine Rahmani
A Fireworks Algorithm for Modern Web Information Retrieval with Visual Results Mining. Int. J. Swarm Intell. Res. 6 (3) (2015)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine, Mohamed Elhadi Rahmani, Amine Rahmani
Hybridization of Social Spiders and Extractions Techniques for Automatic Text Summaries. Int. J. Cogn. Informatics Nat. Intell. 9 (3) (2015)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine, Mohamed Elhadi Rahmani, Amine Rahmani
A New Multi-layered Approach for Automatic Text Summaries Mono-Document Based on Social Spiders. CIIA (2015)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine, Amine Rahmani
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. 7 (1) (2015)
Ahmed Chaouki Lokbani, Ahmed Lehireche, Reda Mohamed Hamou, Mohamed Amine Boudia
An Approach based on Social Bees for an Intrusion Detection System by Scenario. Int. J. Organ. Collect. Intell. 5 (3) (2015)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
A Novel Bio-Inspired Approach for Multilingual Spam Filtering. Int. J. Intell. Inf. Technol. 11 (3) (2015)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Amine Rahmani, Abdelmalek Amine
Boosting Algorithm and Meta-Heuristic Based on Genetic Algorithms for Textual Plagiarism Detection. Int. J. Cogn. Informatics Nat. Intell. 9 (4) (2015)
Reda Mohamed Hamou, Hadj Ahmed Bouarara, Abdelmalek Amine
Bio-Inspired Techniques in the Clustering of Texts: Synthesis and Comparative Study. Int. J. Appl. Metaheuristic Comput. 6 (4) (2015)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
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. 6 (3) (2015)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
A New Swarm Intelligence Technique of Artificial Haemostasis System for Suspicious Person Detection with Visual Result Mining. Int. J. Swarm Intell. Res. 6 (4) (2015)
Reda Mohamed Hamou, Mohamed Amine Boudia, Abdelmalek Amine
Elaboration of an Artificial Model for Filtering of Spam Based on Human Renal Function. KDWeb (2015)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
Detection of Opinion: Approach based on Corpus vs. Approach based on SentiWordNet. Int. J. Organ. Collect. Intell. 5 (2) (2015)
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou, Mohamed Elhadi Rahmani, Hadj Ahmed Bouarara
Privacy Preserving Through Fireworks Algorithm Based Model for Image Perturbation in Big Data. Int. J. Swarm Intell. Res. 6 (3) (2015)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
Clustering of Human Gestures Images Using 3D Cellular Automata and N-Gram Pixels with a Visualisation aspect. Int. J. Organ. Collect. Intell. 5 (4) (2015)
Mohamed Amine Boudia, Reda Mohamed Hamou, Abdelmalek Amine
A New Meta-Heuristic based on Human Renal Function for Detection and Filtering of SPAM. Int. J. Inf. Secur. Priv. 9 (4) (2015)
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
De-Identification of Health Data in Big Data using a Novel Bio-Inspired Apoptosis Algorithm. Int. J. Organ. Collect. Intell. 5 (3) (2015)
Mohamed Guendouz, Abdelmalek Amine, Reda Mohamed Hamou
Recommending Relevant Open Source Projects on GitHub using a Collaborative-Filtering Technique. Int. J. Open Source Softw. Process. 6 (1) (2015)
Fatima Kabli, Reda Mohamed Hamou, Abdelmalek Amine
Towards a molecules production from DNA sequences based on clustering by 3D cellular automata approach and n-grams technique. AICCSA (2015)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
Novel Bio-Inspired Technique of Artificial Social Cockroaches (ASC). Int. J. Organ. Collect. Intell. 5 (2) (2015)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Amine Rahmani, Abdelmalek Amine
Application of Meta-Heuristics Methods on PIR Protocols Over Cloud Storage Services. Int. J. Cloud Appl. Comput. 4 (3) (2014)
Abdelmalek Amine, Reda Mohamed Hamou, Michel Simonet
Detecting Opinions in Tweets. CoRR (2014)
Mohamed Adnane Mellah, Abdelmalek Amine, Reda Mohamed Hamou, A. V. Senthil Kumar
Link Analysis for Communities Detection on Facebook. CoRR (2014)
Hadj Ahmed Bouarara, Reda Mohamed Hamou, Abdelmalek Amine
Text Clustering using Distances Combination by Social Bees: Towards 3D Visualisation Aspect. Int. J. Inf. Retr. Res. 4 (3) (2014)
Abdelmalek Amine, Reda Mohamed Hamou, Michel Simonet
Does 3D Cellular Automata Using WordNet Can Improve Text Clustering? Int. J. Digit. Libr. Syst. 4 (2) (2014)
Amine Rahmani, Abdelmalek Amine, Reda Mohamed Hamou
A Multilayer Evolutionary Homomorphic Encryption Approach for Privacy Preserving over Big Data. CyberC (2014)
Hadj Ahmed Bouarara, Amine Rahmani, Reda Mohamed Hamou, Abdelmalek Amine
Machine learning tool and meta-heuristic based on genetic algorithms for plagiarism detection over mail service. ICIS (2014)
Reda Mohamed Hamou, Abdelmalek Amine, Amine Boudia
A New Meta-Heuristic Based on Social Bees for Detection and Filtering of Spam. Int. J. Appl. Metaheuristic Comput. 4 (3) (2013)
Reda Mohamed Hamou, Abdelmalek Amine, Ali Rahmouni, Ahmed Chaouki Lokbani, Michel Simonet
Modeling of Inclusion by Genetic Algorithms: Application to the Beta-Cyclodextrin and Triphenylphosphine. Int. J. Chemoinformatics Chem. Eng. 3 (1) (2013)
Ahmed Chaouki Lokbani, Ahmed Lehireche, Reda Mohamed Hamou
Experimentation of Data Mining Technique for System's Security: A Comparative Study. ICSI (2) (2013)
Reda Mohamed Hamou, Abdelmalek Amine
The Impact of the Mode of Data Representation for the Result Quality of the Detection and Filtering of Spam. Int. J. Inf. Retr. Res. 3 (1) (2013)
Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani
Study of Sensitive Parameters of PSO Application to Clustering of Texts. Int. J. Appl. Evol. Comput. 4 (2) (2013)
Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani
The Social Spiders in the Clustering of Texts: Towards an Aspect of Visual Classification. Int. J. Artif. Life Res. 3 (3) (2012)
Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani, Michel Simonet
Visualization and clustering by 3D cellular automata: Application to unstructured data CoRR (2012)
Reda Mohamed Hamou, Abdelmalek Amine, Mohamed Rahmani
A New Biomimetic Approach Based on Social Spiders for Clustering of Text. SERA (selected papers) (2012)
Reda Mohamed Hamou, Abdelmalek Amine, Ahmed Chaouki Lokbani
A Biomimetic Approach Based on Immune Systems for Classification of Unstructured Data CoRR (2012)
Reda Mohamed Hamou, Ahmed Lehireche, Ahmed Chaouki Lokbani, Mohamed Rahmani
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. 3 (3) (2010)
Reda Mohamed Hamou, Ahmed Lehireche
La Classification non Supervisée (Clustering) de Documents Textuels par les Automates Cellulaires. CIIA (2009)