Nour El Islem Karabadji

According to our database, Nour El Islem Karabadji authored at least 21 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A genetic and graph-guided feature learning strategy for improving decision tree construction.

Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Mohamed Aimen Karabadji, Yacine Ghamri-Doudane, Abdelghani Lakhdari, Mohamed Elati, Wajdi Dhifli

Clust. Comput., September, 2025

Zero-Day Botnet Attack Detection in IoV: A Modular Approach Using Isolation Forests and Particle Swarm Optimization.

Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane

CoRR, April, 2025

2024

An Extension of Left Radau Type Inequalities to Fractal Spaces and Applications.

Bandar Bin-Mohsin, Abdelghani Lakhdari, Nour El Islem Karabadji, Muhammad Uzair Awan, Abdellatif Ben Makhlouf, Badreddine Meftah, Silvestru Sever Dragomir

Axioms, 2024

Optimizing MLP Network Structure for Classification Problems Using PSO and Dominating Vertex Set.

Ines Hadjadji, Nour El Islem Karabadji, Hassina Seridi, Naouel Manaa, Mohamed Elati, Wajdi Dhifli

Proceedings of the IEEE International Conference on Data Mining, 2024

BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction.

Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane

Proceedings of the 2024 IEEE Global Communications Conference, 2024

Optimisation par PSO avec utilisation du dominating vertex set pour le paramétrage des couches cachées d'un MLP.

Ines Hadjadji, Nour El Islem Karabadji, Hassina Seridi, Naouel Manaa, Wajdi Dhifli

Proceedings of the Extraction et Gestion des Connaissances, 2024

Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks.

Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023

Accuracy and diversity-aware multi-objective approach for random forest construction.

Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Sabeur Aridhi, Wajdi Dhifli

Expert Syst. Appl., September, 2023

2022

An evolutionary-based approach for providing accurate and novel recommendations.

ChemsEddine Berbague, Hassina Seridi-Bouchelaghem, Nour El Islem Karabadji, Panagiotis Symeonidis, Markus Zanker

Int. J. Bus. Intell. Data Min., 2022

2021

An overlapping clustering approach for precision, diversity and novelty-aware recommendations.

ChemsEddine Berbague, Nour El Islem Karabadji, Hassina Seridi, Panagiotis Symeonidis, Yannis Manolopoulos, Wajdi Dhifli

Expert Syst. Appl., 2021

2020

Evolutionary mining of skyline clusters of attributed graph data.

Wajdi Dhifli, Nour El Islem Karabadji, Mohamed Elati

Inf. Sci., 2020

Anomaly-based framework for detecting power overloading cyberattacks in smart grid AMI.

Abdelaziz Amara Korba, Nouredine Tamani, Yacine Ghamri-Doudane, Nour El Islem Karabadji

Comput. Secur., 2020

2019

A data sampling and attribute selection strategy for improving decision tree construction.

Nour El Islem Karabadji, Ilyes Khelf, Hassina Seridi, Sabeur Aridhi, Didier Rémond, Wajdi Dhifli

Expert Syst. Appl., 2019

2018

Improving memory-based user collaborative filtering with evolutionary multi-objective optimization.

Nour El Islem Karabadji, Samia Beldjoudi, Hassina Seridi, Sabeur Aridhi, Wajdi Dhifli

Expert Syst. Appl., 2018

Enhancing the Sales Diversity Using a Two-Stage Improved KNN Algorithm.

ChemsEddine Berbague, Nour El Islem Karabadji, Hassina Seridi

Proceedings of the Modelling and Implementation of Complex Systems, 2018

Recommendation in Collaborative E-Learning by Using Linked Open Data and Ant Colony Optimization.

Samia Beldjoudi, Hassina Seridi, Nour El Islem Karabadji

Proceedings of the Intelligent Tutoring Systems - 14th International Conference, 2018

An Evolutionary Scheme for Improving Recommender System Using Clustering.

ChemsEddine Berbague, Nour El Islem Karabadji, Hassina Seridi

Proceedings of the Computational Intelligence and Its Applications, 2018

2017

An evolutionary scheme for decision tree construction.

Nour El Islem Karabadji, Hassina Seridi, Fouad Bousetouane, Wajdi Dhifli, Sabeur Aridhi

Knowl. Based Syst., 2017

2016

A Closed Frequent Subgraph Mining Algorithm in Unique Edge Label Graphs.

Nour El Islem Karabadji, Sabeur Aridhi, Hassina Seridi

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

2014

Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines.

Nour El Islem Karabadji, Hassina Seridi, Ilyes Khelf, Nabiha Azizi, Ramzi Boulkroune

Eng. Appl. Artif. Intell., 2014

2012

Decision Tree Selection in an Industrial Machine Fault Diagnostics.

Nour El Islem Karabadji, Hassina Seridi, Ilyes Khelf, Lakhdar Laouar

Proceedings of the Model and Data Engineering - 2nd International Conference, 2012