Makhlouf Derdour

52 papers B 1C 1Journal 27Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An explainable hybrid deep learning model for ECG classification of cardiac conditions. Biomed. Signal Process. Control. Moustafa Sadek Kahil, Sourour Maalem, Sahraoui Abdelatif, Makhlouf Derdour, Mohamed Deriche
2025	—	`conf`	A Real-Time Lung Tumor Detection Approach Using YOLOv11 and Vision Transformers. SSD Amira Bouamrane, Makhlouf Derdour, Abdellatif Sahraoui, Mohamed Deriche, Kouzou Abdellah
2025	J	`jnl`	Brain Tumour Segmentation Using Choquet Integrals and Coalition Game. Inf. Makhlouf Derdour, Yahiaoui Mohammed Elbachir, Moustafa Sadek Kahil, Mohamed Gasmi, Mohamed Chahine Ghanem
2025	J	`jnl`	Enhancing MOOC Course Classification with Convolutional Neural Networks via Lion Algorithm-Based Hyperparameter Tuning. SN Comput. Sci. Soundes Oumaima Boufaida, Abdelmadjid Benmachiche, Akram Bennour, Majda Maâtallah, Makhlouf Derdour, Fahad Ghabban
2025	J	`jnl`	Enhancing learning recommendations in mooc search engines through named entity recognition. Educ. Inf. Technol. Abdelmadjid Benmachiche, Abdelhadi Sahia, Soundes Oumaima Boufaida, Khadija Rais, Makhlouf Derdour, Faiz Maazouzi
2025	J	`jnl`	Evaluating Explainability in Transfer Learning Models for Pulmonary Nodules Classification: A Comparative Analysis of Generalizability and Interpretability. Int. J. Pattern Recognit. Artif. Intell. Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz
2025	J	`jnl`	Hybrid CNN-ViT Model for Student Engagement Detection in Open Classroom Environments. SN Comput. Sci. Ines Boutabia, Abdelmadjid Benmachiche, Akram Bennour, Ali Abdelatif Betouil, Makhlouf Derdour, Fahad Ghabban
2025	J	`jnl`	LSTM-SWAP: A Hybrid Deep Learning Model for Cheating Detection. SN Comput. Sci. Brahim Khalil Sedraoui, Abdelmadjid Benmachiche, Akram Bennour, Amina Makhlouf, Makhlouf Derdour, Fahad Ghabban
2025	J	`jnl`	Lightweight Hybrid Deep Learning Architecture for Single-Lead ECG Atrial Flutter Subtyping in IoMT Systems. IEEE Access Nadjem Eddine Menaceur, Sofia Kouah, Omar Cheikhrouhou, Makhlouf Derdour, Saeed M. Alqahtani, Meryem Ammi
2025	—	`conf`	On Evaluating the Impact of Automatic Text Summarization on Large Document Classification: An Empirical Study. SSD Moustafa Sadek Kahil, Makhlouf Derdour, Amira Bouamrane, Kouzou Abdellah, Mohamed Deriche, Sahraoui Abdelatif
2025	J	`jnl`	TL2AB : Trusted lightweight authentication using AI and blockchain for 6G networks. Internet Things Sabrina Sakraoui, Makhlouf Derdour, Ahmed Ahmim, Reham Almukhlifi, Marwa Ahmim, Insaf Ullah
2025	J	`jnl`	TSA-GRU: A Novel Hybrid Deep Learning Module for Learner Behavior Analytics in MOOCs. Future Internet Soundes Oumaima Boufaida, Abdelmadjid Benmachiche, Makhlouf Derdour, Majda Maâtallah, Moustafa Sadek Kahil, Mohamed Chahine Ghanem
2024	—	`ed.`	6th International Conference on Pattern Analysis and Intelligent Systems, PAIS 2024, El Oued, Algeria, April 24-25, 2024 PAIS Messaoud Abbas, Makhlouf Derdour, Mohammed Mounir Bouhamed, Saci Medileh, Abdelkamel Ben Ali, Nassira Ghoualmi-Zine
2024	J	`jnl`	A Multi-Level Blockchain-Based Architecture for Securing and Controlling Data Flow in 6G Networks. SN Comput. Sci. Sourour Maalem, Makhlouf Derdour, Akram Bennour, Sahraoui Abdelatif
2024	—	`conf`	A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment. PAIS Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz
2024	—	`conf`	Adaptive Filtering Strategies for ECG Signal Enhancement: A Comparative Study. PAIS Nadjem Eddine Menaceur, Sofia Kouah, Makhlouf Derdour
2024	—	`conf`	Blockchain Sharding based Federated Learning Empowered with NFT-based Privacy-Preserving Model Sharing. PAIS Rofaida Khemaissia, Makhlouf Derdour, Ala Djeddai
2024	—	`conf`	Blockchain-Driven Adaptive Streaming for IoT: Redefining Security in Video Delivery. PAIS Mohamed El Amine Kheraifia, Sahraoui Abdelatif, Makhlouf Derdour
2024	—	`conf`	Empirical Analysis of the Security Threats and Risks that Drones Face, Represent, and Mitigation. PAIS Zina Oudina, Makhlouf Derdour, Ahmed Dib, Mohammed Mounir Bouhamed
2024	—	`conf`	Enhancing IoT Security Through Deep learning and Evolutionary Bio-Inspired Intrusion Detection in IoT systems. PAIS Imed Eddine Bouramoul, Soumia Zertal, Makhlouf Derdour, Imene Zenbout
2024	—	`conf`	Enhancing Machine Learning Model Interpretability in Intrusion Detection Systems through SHAP Explanations and LLM-Generated Descriptions. PAIS Abderrazak Khediri, Hamda Slimi, Yahiaoui Ayoub, Makhlouf Derdour, Hakim Bendjenna, Charaf Eddine Ghenai
2024	J	`jnl`	FBMP-IDS: FL-Based Blockchain-Powered Lightweight MPC-Secured IDS for 6G Networks. IEEE Access Sabrina Sakraoui, Ahmed Ahmim, Makhlouf Derdour, Marwa Ahmim, Sarra Namane, Imed Ben Dhaou
2024	J	`jnl`	Hybrid Deep Learning Approach with Feature Engineering for Enhanced Pulmonary Nodule Diagnosis. SN Comput. Sci. Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz
2024	—	`conf`	Improving QoE in IoV: a review of solutions and challenges for MPEG-DASH. PAIS Guerrad Abdelghani, Sahraoui Abdelatif, Makhlouf Derdour
2024	—	`conf`	Network Slicing solutions for Internet of Vehicles (IoV) Networks: A Review. PAIS Ahmed Arbaoui, Sahraoui Abdelatif, Makhlouf Derdour
2023	—	`conf`	A State of Art Review on Testing Open Multi-Agent Systems. NiDS (1) Djaber Guassmi, Nour El Houda Dehimi, Makhlouf Derdour
2023	—	`conf`	A State-of-the-Art Review of the Mutation Analysis Technique for Testing Multi-agent Systems. NiDS (2) Soufiene Boukeloul, Nour El Houda Dehimi, Makhlouf Derdour
2023	J	`jnl`	Big data visual exploration as a recommendation problem. Int. J. Data Min. Model. Manag. Moustafa Sadek Kahil, Abdelkrim Bouramoul, Makhlouf Derdour
2023	—	`conf`	IoT-Based Intelligent Medical Decision Support System for Cardiovascular Diseases. NiDS (2) Nadjem Eddine Menaceur, Sofia Kouah, Makhlouf Derdour
2023	—	`conf`	Model Based System Engineering for trust SCADA and ICS Systems in Oil & Gas Industry. PAIS Zina Oudina, Makhlouf Derdour, Ahmed Dib, Amal Miloud Aouidate Tachouche
2023	J	`jnl`	PrSChain: A Blockchain Based Privacy Preserving Approach for Data Service Composition. Informatica (Slovenia) Rofaida Khemaissia, Makhlouf Derdour, Mohamed Amine Ferrag, Mohammed Mounir Bouhamed
2022	—	`conf`	A Blockchain-Based Model for Efficient, Privacy-Preserving Online Medical Diagnoses. PAIS Khadija Rais, Makhlouf Derdour, Mohamed Amroune
2022	J	`jnl`	Automated Deep Learning BLACK-BOX Attack for Multimedia P-BOX Security Assessment. IEEE Access Zakaria Tolba, Makhlouf Derdour, Mohamed Amine Ferrag, S. M. Muyeen, Mohamed Benbouzid
2022	J	`jnl`	Lightweight deep learning model to secure authentication in Mobile Cloud Computing. J. King Saud Univ. Comput. Inf. Sci. Abdelhakim Zeroual, Mohamed Amroune, Makhlouf Derdour, Atef Bentahar
2022	—	`conf`	Machine learning based cryptanalysis techniques: perspectives, challenges and future directions. PAIS Zakaria Tolba, Makhlouf Derdour, Nour El Houda Dehimi
2022	—	`conf`	Testing Cyber-Physical Production System: Test Methods Categorization and dataset. PAIS Zina Oudina, Makhlouf Derdour, Mohammed Mounir Bouhamed
2022	C	`conf`	Transfer Learning for the Classification of Small-Cell and Non-small-Cell Lung Cancer. ISPR Mohamed Gasmi, Makhlouf Derdour, Abdelatif Gahmous
2021	J	`jnl`	Maximizing WSN Life Using Power Efficient Grid-Chain Routing Protocol (PEGCP). Wirel. Pers. Commun. Fatima Bouakkaz, Makhlouf Derdour
2021	—	`conf`	SDGchain: When Service Dependency Graph Meets Blockchain to Enhance Privacy. IWSPA@CODASPY Rofaida Khemaissia, Makhlouf Derdour, Ala Djeddai, Mohamed Amine Ferrag
2020	J	`jnl`	Intrusion detection using classification techniques: a comparative study. Int. J. Data Min. Model. Manag. Imad Bouteraa, Makhlouf Derdour, Ahmed Ahmim
2020	J	`jnl`	RDTIDS: Rules and Decision Tree-Based Intrusion Detection System for Internet-of-Things Networks. Future Internet Mohamed Amine Ferrag, Leandros Maglaras, Ahmed Ahmim, Makhlouf Derdour, Helge Janicke
2020	J	`jnl`	Using Query Expansion Techniques and Content-Based Filtering for Personalizing Analysis in Big Data. Int. J. Inf. Technol. Web Eng. Menaceur Sadek, Makhlouf Derdour, Abdelkrim Bouramoul
2020	J	`jnl`	VANET: A novel service for predicting and disseminating vehicle traffic information. Int. J. Commun. Syst. Sahraoui Abdelatif, Makhlouf Derdour, Nacira Ghoualmi-Zine, Bouchra Marzak
2019	B	`conf`	A Novel Hierarchical Intrusion Detection System Based on Decision Tree and Rules-Based Models. DCOSS Ahmed Ahmim, Leandros A. Maglaras, Mohamed Amine Ferrag, Makhlouf Derdour, Helge Janicke
2019	J	`jnl`	Blockchain Technologies for the Internet of Things: Research Issues and Challenges. IEEE Internet Things J. Mohamed Amine Ferrag, Makhlouf Derdour, Mithun Mukherjee, Abdelouahid Derhab, Leandros A. Maglaras, Helge Janicke
2018	—	`ed.`	2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), Tebessa, Algeria, October 24-25, 2018 PAIS Mohamed Amroune, Makhlouf Derdour, Ahmed Ahmim
2018	J	`jnl`	A Novel Hierarchical Intrusion Detection System based on Decision Tree and Rules-based Models. CoRR Ahmed Ahmim, Leandros Maglaras, Mohamed Amine Ferrag, Makhlouf Derdour, Helge Janicke
2018	J	`jnl`	An intrusion detection system based on combining probability predictions of a tree of classifiers. Int. J. Commun. Syst. Ahmed Ahmim, Makhlouf Derdour, Mohamed Amine Ferrag
2018	J	`jnl`	Blockchain Technologies for the Internet of Things: Research Issues and Challenges. CoRR Mohamed Amine Ferrag, Makhlouf Derdour, Mithun Mukherjee, Abdelouahid Derhab, Leandros Maglaras, Helge Janicke
2018	—	`conf`	Deep authentication model in Mobile Cloud Computing. PAIS Abdelhakim Zeroual, Mohamed Amroune, Makhlouf Derdour, Abdallah Meraoumia, Atef Bentahar
2018	—	`conf`	Intrusion Detection using Data Mining: A contemporary comparative study. PAIS Imad Bouteraa, Makhlouf Derdour, Ahmed Ahmim
2017	J	`jnl`	Personalized Online Analytical Processing in Big Data Context Using User Profile and Search Context. Int. J. Strateg. Inf. Technol. Appl. Menaceur Sadek, Makhlouf Derdour, Abdelkrim Bouramoul