Abdelmalek Amine

Orcid: 0000-0001-9327-7903

According to our database1, Abdelmalek Amine authored at least 79 papers between 2008 and 2023.

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

Timeline

Legend:

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Bibliography

2023
A New Feature Selection Method Based on Dragonfly Algorithm for Android Malware Detection Using Machine Learning Techniques.
Int. J. Inf. Secur. Priv., 2023

2022
A New Wrapper-Based Feature Selection Technique with Fireworks Algorithm for Android Malware Detection.
Int. J. Softw. Sci. Comput. Intell., 2022

A Comparative Study of Machine Learning Techniques for Android Malware Detection.
Int. J. Softw. Innov., 2022

Credit Card Fraud Detection Using Deep Learning Approach (LSTM) Under IoT Environment.
Int. J. Organ. Collect. Intell., 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
Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection.
Neural Process. Lett., 2021

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

2020
A Hybrid Grey Wolves Optimizer and Convolutional Neural Network for Pollen Grain Recognition.
Int. J. Swarm Intell. Res., 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 Thresholding Approach for Pollen Detection in Images Based on Simulated Annealing Algorithm.
Int. J. Agric. Environ. Inf. Syst., 2019

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

Deep Convolutional Neural Network for Pollen Grains Classification.
Proceedings of the 3rd edition of the National Study Day on Research on Computer Sciences (JERI 2019), 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

Detection of Urban Areas using Genetic Algorithms and Kohonen Maps on Multispectral images.
Int. J. Organ. Collect. Intell., 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

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

A Bio Inspired Approach for Cardiotocogram Data Classification.
Int. J. Organ. Collect. Intell., 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

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

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

Special issue on contributions of computational intelligence in designing complex information systems.
Computing, 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
Automatic Detection of Contours of Circular Geologic Structures on Active Remote Sensing Images Using the Gradient Vector Flow Active Contour.
Proceedings of the Modeling Approaches and Algorithms for Advanced Computer Applications, 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

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

2011
A Hybrid Approach Based on Self-Organizing Neural Networks and the K-Nearest Neighbors Method to Study Molecular Similarity.
Int. J. Chemoinformatics Chem. Eng., 2011

2010
Automatic Language Identification: An Alternative Unsupervised Approach Using a New Hybrid Algorithm.
Int. J. Comput. Sci. Appl., 2010

Evaluation of text clustering methods using wordnet.
Int. Arab J. Inf. Technol., 2010

2008
Classification Automatique Non supervisée de Documents Textuels basés sur Wordnet.
Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

WordNet-Based and N-Grams-Based Document Clustering: A Comparative Study.
Proceedings of the 2008 Third International Conference on Broadband Communications, 2008

Concept-based clustering of textual documents using SOM.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008


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