Decision Tree Selection in an Industrial Machine Fault Diagnostics. - Nour El Islem Karabadji; Hassina Seridi; Ilyes Khelf; Lakhdar Laouar (MEDI, 2012)

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)

A Closed Frequent Subgraph Mining Algorithm in Unique Edge Label Graphs. - Nour El Islem Karabadji; Sabeur Aridhi; Hassina Seridi (MLDM, 2016)

An evolutionary scheme for decision tree construction. - Nour El Islem Karabadji; Hassina Seridi; Fouad Bousetouane; Wajdi Dhifli; Sabeur Aridhi (Knowl. Based Syst., 2017)

An Evolutionary Scheme for Improving Recommender System Using Clustering. - ChemsEddine Berbague; Nour El Islem Karabadji; Hassina Seridi (CIIA, 2018)

Recommendation in Collaborative E-Learning by Using Linked Open Data and Ant Colony Optimization. - Samia Beldjoudi; Hassina Seridi; Nour El Islem Karabadji (ITS, 2018)

Enhancing the Sales Diversity Using a Two-Stage Improved KNN Algorithm. - ChemsEddine Berbague; Nour El Islem Karabadji; Hassina Seridi (MISC, 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)

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)

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)

Evolutionary mining of skyline clusters of attributed graph data. - Wajdi Dhifli; Nour El Islem Karabadji; Mohamed Elati (Inf. Sci., 2020)

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)

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)

Accuracy and diversity-aware multi-objective approach for random forest construction. - Nour El Islem Karabadji; Abdelaziz Amara Korba; Ali Assi 002; Hassina Seridi; Sabeur Aridhi; Wajdi Dhifli (Expert Syst. Appl., 2023)

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 (DCOSS-IoT, 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 (EGC, 2024)

BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction. - Alaeddine Diaf; Abdelaziz Amara Korba; Nour El Islem Karabadji; Yacine Ghamri-Doudane (GLOBECOM, 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 (ICDM (Workshops), 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)

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, 2025)