2025
1
Enhancing Credit Card Fraud Detection Using Hybrid MOPSO-SMOTE for Imbalanced Dataset Resampling
Nourddine El Gamouz, Taoufyq Elansari, El Arbi Abdellaoui Alaoui, Abdelaziz Hessane, Yassine Maleh, Said Agoujil
Information Security Journal: A Global Perspective, Taylor & Francis, 2025
2
Artificial intelligence-driven prediction system for efficient management of Parlatoria Blanchardi in date palms
Abdelaaziz Hessane, Ahmed El Youssefi, Yousef Farhaoui, Badraddine Aghoutane, El Arbi Abdellaoui Alaoui, Anand Nayyar
Multimedia Tools and Applications, Springer, vol. 84, pp. 15293–15329, 2025
3
A Multi-Objective Approach to Spam Image Detection: Balancing Performance and Resource Constraints Using Lightweight Models
Adnane Filali, El Arbi Abdellaoui Alaoui, Amine Sallah, Mostafa Merras, Yassine Maleh
Information Security Journal: A Global Perspective, Taylor & Francis, 2025
2024
4
Fine-Tuned Understanding: Enhancing Social Bot Detection With Transformer-Based Classification
Amine Sallah, El Arbi Abdellaoui Alaoui, Said Agoujil, Mudasir Ahmad Wani, Mohamed Hammad, Yassine Maleh
IEEE Access, vol. 12, 2024
5
An empirical assessment of SMOTE variants techniques and interpretation methods in improving the accuracy and interpretability of student performance models
Hayat Sahlaoui, El Arbi Abdellaoui Alaoui, Said Agoujil, Anand Nayyar
Education and Information Technologies, Springer Nature, vol. 29, no. 5, pp. 5447–5483, 2024
6
Enhancing student performance in African smart cities: a web-based approach through advanced ensemble modeling and genetic feature optimization
Hayat Sahlaoui, El Arbi Abdellaoui Alaoui, Abdelaaziz Hessane, Said Agoujil, Stéphane Cédric Koumetio Tekouabou, Abdellah Barebzi
Data & Policy, Cambridge University Press, vol. 6, 2024
7
An explainable machine learning-based web attack detection system for industrial IoT web application security
Oumaima Chakir, Yassine Sadqi, El Arbi Abdellaoui Alaoui
Information Security Journal: A Global Perspective, Taylor & Francis, vol. 35, no. 1, pp. 13–39, 2024
8
An efficient fake account identification in social media networks: Facebook and Instagram using NSGA-II algorithm
Amine Sallah, El Arbi Abdellaoui Alaoui, Abdelaaziz Hessane, Said Agoujil, Anand Nayyar
Neural Computing and Applications, Springer, vol. 36, pp. 21487–21515, 2024
9
Building Energy Efficiency: Using Ensemble Learning to Forecast the Load on Heating, Ventilation, and Air Conditioning Systems
Nihad Aghbalou, Abderafi Charki, Hanae Errousso, Youssef Filali, El Arbi Abdellaoui Alaoui
Journal of Engineering, Wiley, 2024
10
Machine learning for detecting fake accounts and genetic algorithm-based feature selection
Amine Sallah, El Arbi Abdellaoui Alaoui, Stéphane C.K. Tekouabou, Said Agoujil
Data & Policy, Cambridge University Press, vol. 6, e15, pp. 1–17, 2024
11
Towards Transparent Cybersecurity: The Role of Explainable AI in Mitigating Spam Threats
El Arbi Abdellaoui Alaoui, Adnane Filali, Amine Sallah, Mohammed Hajhouj, Abdelaaziz Hessane, Mostafa Merras
Procedia Computer Science, Elsevier, vol. 236, pp. 394–401, 2024
12
Enhancing Spam Detection with GANs and BERT Embeddings: A Novel Approach to Imbalanced Datasets
Adnane Filali, El Arbi Abdellaoui Alaoui, Mostafa Merras
Procedia Computer Science, Elsevier, vol. 236, pp. 420–427, 2024
13
Intelligent parking space management: a binary classification approach for detecting vacant spots
Hanae Errousso, El Arbi Abdellaoui Alaoui, Siham Benhadou, Anand Nayyar
Multimedia Tools and Applications, Springer, Vol. 9, 2024
2023
14
An Empirical Assessment of Ensemble Methods and Traditional Machine Learning Techniques for Web-based Attack Detection in Industry 5.0
Oumaima Chakir, Abdeslam Rehaimi, Yassine Sadqi, El Arbi Abdellaoui Alaoui, Moez Krichen, Gurjot Singh Gaba, Andrei Gurtov
Journal of King Saud University - Computer and Information Sciences, Elsevier, 2023
15
A Quantitative Approach to Road Safety in Morocco: Reducing Accidents through Predictive Modeling
Marwane Bel-lahcen, El Arbi Abdellaoui Alaoui, Stéphane Cédric Koumetio Tekouabou, Othmane Naggar
E3S Web Conf., Volume 418, 2023
2022
16
Towards to intelligent routing for DTN protocols using machine learning techniques
El Arbi Abdellaoui Alaoui, Stéphane Cédric Koumetio Tekouabou, Yassine Maleh, Anand Nayyar
Simulation Modelling Practice and Theory, Elsevier, Vol. 117, 2022
17
Using Machine Learning in WSNs for Performance Prediction MAC Layer
El Arbi Abdellaoui Alaoui, Mohamed-Lamine Messai, Anand Nayyar
International Journal of Information Security and Privacy (IJISP), Vol. 16, 2022
18
Exploring how independent variables influence parking occupancy prediction: toward a model results explanation with SHAP values
Hanae Errousso, El Arbi Abdellaoui Alaoui, Siham Benhadou, Hicham Medromi
Progress in Artificial Intelligence, Springer, Vol. 9, 2022
19
Machine Learning Interpretability to Detect Fake Accounts in Instagram
Amine Sallah, El Arbi Abdellaoui Alaoui, Said Agoujil
International Journal of Information Security and Privacy (IJISP), Vol. 16, 2022
20
Optimizing the early glaucoma detection from visual fields by combining preprocessing techniques and ensemble classifier with selection strategies
Stéphane Cédric Koumetio Tekouabou, El Arbi Abdellaoui Alaoui, Imane Chabbar, Hamza Toulni, Walid Cherif, Hassan Silkan
Expert Systems with Applications, Elsevier, Vol. 21, 2022
2021
21
Intelligent Management of Bike Sharing in Smart Cities using Machine Learning and Internet of Things
El Arbi Abdellaoui Alaoui, Stéphane Cédric Koumetio Tekouabou
Sustainable Cities and Society, Elsevier, Vol. 148, 2021
22
Predicting and Interpreting Student Performance Using Ensemble Models and Shapley Additive Explanations
Hayat Sahlaoui, El Arbi Abdellaoui Alaoui, Anand Nayyar, Said Agoujil, Mustafa Musa Jaber
IEEE Access, vol. 9, pp. 1–17, 2021
23
Dynamic parking space allocation at urban scale: Problem formulation and resolution
Hanae Errousso, Jihane El Ouadi, El Arbi Abdellaoui Alaoui, Siham Benhadou
Journal of King Saud University - Computer and Information Sciences, Elsevier, 2021
24
Efficient forwarding strategy in HDRP protocol based Internet of Things
Hanae Errousso, El Arbi Abdellaoui Alaoui, Siham Benhadou
Journal of Computer Communications, Elsevier, Vol. 170, 2021
2020
25
Improvement in Soft Tissues Tumors Automated Diagnosis using Machine Learning
El Arbi Abdellaoui Alaoui, Stéphane Cédric Koumetio Tekouabou, Sri Hartini, Zuherman Rustam, Hassan Silkan, Said Agoujil
Journal of BIG DATA MINING AND ANALYTICS, IEEE, 2020
26
Improving parking availability prediction in Smart Cities with IoT and ensemble-based model
Stéphane Cédric Koumetio Tekouabou, El Arbi Abdellaoui Alaoui, Walid Cherif, Hassan Silkan
Journal of King Saud University - Computer and Information Sciences, Elsevier, 2020
27
A Hybrid Modeling Approach for Parking Assignment in Urban Areas
Hanae Errousso, Jihane El Ouadi, El Arbi Abdellaoui Alaoui, Siham Benhadou, Hicham Medromi
Journal of King Saud University - Computer and Information Sciences, Elsevier, 2020
28
DTN Routing Hierarchical Topology for the Internet of Things
El Arbi Abdellaoui Alaoui, Stéphane Cédric Koumetio Tekouabou, Antoine Gallais, Said Agoujil
Journal of Procedia Computer Science, Elsevier, Vol. 170, 490-497, 2020
2019
29
Hybrid Delay Tolerant Network Routing Protocol for Heterogeneous Networks
El Arbi Abdellaoui Alaoui, Hanane Zekkori, Said Agoujil
Journal of Network and Computer Applications (JNCA), Elsevier, Vol. 148, 2019
30
Game theory-based analysis of inter-cluster communication in a DRHT network
El Arbi Abdellaoui Alaoui, Mustapha El Moudden, Khalid Nassiri, Said Agoujil
International Journal of Intelligent Enterprise, Vol. 6, No. 2/3/4, pp.262-292, 2019
31
Security Analysis for Intelligent Urban Freight Transport
El Arbi Abdellaoui Alaoui, Mustapha El Moudden
International Journal of Information Privacy, Security and Integrity, Vol. 4, 2019
2018
32
Stochastic Analysis of DTN Routing Protocols in delay tolerant network routing hierarchical topology
El Arbi Abdellaoui Alaoui, Khalid Nassiri
International Journal of Wireless and Mobile Computing (IJWMC), Vol. 15, No. 1, pp.28-46, 2018
2016
33
Optimal cluster Head in DTN Routing Hierarchical Topology (DRHT)
El Arbi Abdellaoui Alaoui, S. Agoujil, M. Hajar, Y. Qaraai
International Journal of Communication Networks and Information Security (IJCNIS), Vol 2, pp: 101-111, 2016
34
Improving the Delivery Rate of Data with: DTN Routing Hierarchical Topology (DRHT)
El Arbi Abdellaoui Alaoui, S. Agoujil, M. Hajar, Y. Qaraai
International Journal of Communications, Vol 10, pp: 95-101, 2016
2015
35
The Performance of DTN Routing Protocols: A Comparative Study
El Arbi Abdellaoui Alaoui, S. Agoujil, M. Hajar, Y. Qaraai
WSEAS Transactions on Communications, Vol 14, pp: 121-130, 2015
36
Reconstructed Speech signal Based on Signal Model and TSVD Method
El Arbi Abdellaoui Alaoui, S. Agoujil, Y. Qaraai
International Journal of Mathematics & Computation, Vol 26, pp: 69-76, 2015
2024
1
Machine Learning for Detecting Fake Accounts in OSNs: A Review
Amine Sallah, Hayat Sahlaoui, Hanae Errousso, El Arbi Abdellaoui Alaoui, Said Agoujil
ICAISE 2024, Springer, Cham, LNNS, vol. 1353, 2024
2
Real-Time Parking Availability Classification on a Large-Area Scale
Youssef Filali, Hanae Errousso, Nihad Aghbalou, El Arbi Abdellaoui Alaoui, My Abdelouahed Sabri
Innovations in Smart Cities Applications, Volume 7 (SCA 2023), Springer, 2024
3
Study of Semantic Segmentation Models for the Detection of Pavement Degradation Using Deep Convolutional Neural Networks
Omar Knnou, El Arbi Abdellaoui Alaoui, Said Agoujil, Youssef Qaraai
Information Systems and Technological Advances for Sustainable Development (DATA 2024), Springer, 2024
4
Spatio-Temporal Clustering for Optimal Real-Time Parking Availability Estimation
Hanae Errousso, Youssef Filali, Nihad Aghbalou, El Arbi Abdellaoui Alaoui, Siham Benhadou
Innovations in Smart Cities Applications, Volume 7 (SCA 2023), Springer, 2024
5
Fake Bot Detection on Social Media: An eXplainable AI (XAI) Framework Using DistilBERT
Amine Sallah, Khalid Nassiri, Hanae Errousso, Abdelaaziz Hessane, Khalil Amine, El Arbi Abdellaoui Alaoui
ICAISE 2024, Springer, Cham, LNNS, vol. 1397, 2024
6
Enhancing Deep Learning Models for Date Palm Disease Classification Through Advanced Attention Mechanisms
Abdelaaziz Hessane, Amine El Hanafy, Ahmed El Youssefi, Mohamed Khalifa Boutahir, El Arbi Abdellaoui Alaoui, Yousef Farhaoui
ICAISE 2024, Lecture Notes in Networks and Systems (LNNS), vol. 1353, Springer, 2024
7
Machine Learning in Cybersecurity: Evaluating Text Encoding Techniques for Optimized SMS Spam Detection
Adnane Filali, El Arbi Abdellaoui Alaoui, Mostafa Merras
Artificial Intelligence, Data Science and Applications, Springer, vol: 147, 2024
8
Enhancing Fake Account Detection on Facebook Using Boruta Algorithm
Amine Sallah, El Arbi Abdellaoui Alaoui, Said Agoujil
Artificial Intelligence, Data Science and Applications, Springer, vol: 147, 2024
2023
9
Explainable Machine Learning Model for Performance Prediction MAC Layer in WSNs
El Arbi Abdellaoui Alaoui, Khalid Nassiri, Stephane Cedric Koumetio Tekouabou
Data Engineering and Communications Technologies, Springer, vol: 147, 2023
10
Interpretability Based Approach to Detect Fake Profiles in Instagram
Amine Sallah, El Arbi Abdellaoui Alaoui, Said Agoujil
Data Engineering and Communications Technologies, Springer, vol: 147, 2023
11
A Game Theoretic Framework for Interpretable Student Performance Model
Hayat Sahlaoui, El Arbi Abdellaoui Alaoui, Said Agoujil
Advances in Ubiquitous Networking, Springer, 2023
2020
12
Prediction of Bus Waiting Time in Smart Cities Using Machine Learning Techniques and the Internet of Things
El Arbi Abdellaoui Alaoui, Stéphane Cédric Koumetio Tekouabou, Walid Cherif, Hassan Silkan
Advanced Intelligent Systems for Sustainable Development, Springer, 2020
2019
13
Study on the Number of Message Ferries in a DTN Hierarchical Routing Based Topology
El Arbi Abdellaoui Alaoui, Khalil Amine, Mustapha El Moudden, Khalid Nassiri
Innovations in Smart Cities Applications, Springer, 2019
14
Analysis of the Security Between Smart Vehicles and Parcels in Smart Cities
Y. Rouchdi, El Arbi Abdellaoui Alaoui, K. El Yassini
Innovations in Smart Cities Applications, Springer, 2019
15
Study of the Performance of the DRHT and TSP in DTN Networks
El Arbi Abdellaoui Alaoui, Hanane Zekkori, Said Agoujil
Recent Advances in Electrical and Information Technologies for Sustainable Development, Springer, 2019
2016-2017
16
DTN Networks: Optimal cluster Head in DTN Routing Hierarchical Topology (DRHT)
El Arbi Abdellaoui Alaoui, S. Agoujil, M. Hajar, Y. Qaraai
Advances in Ubiquitous Networking, Springer, pp: 109-122, 2016
17
Maximizing the Delivery Rate for DTN Networks
El Arbi Abdellaoui Alaoui, K. Nassiri
Advances in Intelligent Systems and Computing, Springer, Vol 565, pp: 10-17, 2016
2025
1
Balancing Speed and Insight: Computational Efficiency of XAI Methods for Telecommunication Customer Churn Analysis
El Arbi Abdellaoui Alaoui, Nourddine El Gamouz, Amine Sallah, Adnane Filali, Abdelaaziz Hessane, Said Agoujil
ICCSC 2025, IEEE, 2025
2024
2
Deep learning-based solution for 3D reconstruction from single RGB images
Maryem Belkaid, El Arbi Abdellaoui Alaoui, Achraf Berrajaa, Nabil El Akkad, Mostafa Merras
2024 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, 2024
2021
3
A framework towards more accurate and explanatory student performance model
Hayat Sahlaoui, El Arbi Abdellaoui Alaoui, Said Agoujil
International Conference on Networking, Information Systems & Security, ACM, 2021
2020
4
Machine Learning Approach for Early Detection of Glaucoma from Visual Fields
Stéphane Cédric Koumetio Tekouabou, El Arbi Abdellaoui Alaoui, Imane Chabbar, Walid Cherif, Hassan Silkan
International Conference on Networking, Information Systems & Security, ACM, 2020
5
Towards a DTN protocol for the Internet of Things
El Arbi Abdellaoui Alaoui, Stéphane Cédric Koumetio Tekouabou, Antoine Gallais, Said Agoujil
Global Information Infrastructure and Networking Symposium, IEEE, 2020
2019
6
A Game Stochastic Model for Data Dissemination between Ferries and Cluster Head in Delay Tolerant Networks Routing Hierarchical Topology
El Arbi Abdellaoui Alaoui, Mustapha El Moudden, Khalid Nassiri, Said Agoujil
Lecture Notes in Computer Science, Springer, 2019
7
Control And Command Of Several Greenhouses Via Telegram Messenger
Youssef Ben Akka, Abderrafii Rahali, Hassane Alami, El Arbi Abdellaoui Alaoui
The 2nd International Conference on Networking, Information Systems & Security, ACM, Rabat, Morocco, 2019
2018
8
On Circulation Efficiency of Message Ferries in Delay Tolerant Networks: DRHT case
El Arbi Abdellaoui Alaoui, K. Nassiri, M. El Moudden, J. Jacquet
The International Conference on Wireless Networks and Mobile Communications (WINCOM'18), IEEE, 2018
9
Towards an Efficient Circulation of Message Ferry in the DRHT
El Arbi Abdellaoui Alaoui, K. Amine, M. El Moudden, S. Agoujil
The International Conference on Smart City Applications (SCA 2018), ACM, Tetouan, Morocco, 2018
10
A Game Theoretic Approach to Analyse Security between Smart Vehicles and Parcels in Smart Cities
El Arbi Abdellaoui Alaoui, M. El Moudden
MATEC Web of Conferences, Vol. 200, 2018
2017
11
Framework for Analysing of Inter-cluster Communication in the DRHT by Using Game Theory
El Arbi Abdellaoui Alaoui, K. Nassiri, M. El Moudden
The Mediterranean Symposium on Smart City Applications (SCAMS 2017), ACM, Tangier, Morocco, 2017
12
Minimizing Delivery Delay for DTN Using the DRHT
H. Zekkori, El Arbi Abdellaoui Alaoui, S. Agoujil
The International Conference on Electrical and Information Technologies (ICEIT2017), IEEE, Rabat, Morocco, 2017
13
Study of the Energy Performance of DTN Protocols
El Arbi Abdellaoui Alaoui, M. Lamhamdi
The International Conference on Intelligent Systems and Computer Vision (ISCV 2017), IEEE, Fes, Morocco, 2017
2016
14
Stochastic Modeling and Analysis of DTN Networks
El Arbi Abdellaoui Alaoui, S. Agoujil, M. Hajar
The International Conference on Information Technology for Organizations Development (IT4OD), IEEE, Fes, Morocco, 2016
15
Improving the Data Delivery using DTN Routing Hierarchical Topology (DRHT)
El Arbi Abdellaoui Alaoui, S. Agoujil, M. Hajar, Y. Qaraai
The International Conference on Wireless Networks and Mobile Communications (WINCOM'16), IEEE, 2016