Ismail Berrada

CoRR, January, 2025

Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija.

[BibT_eX]

[DOI]

Salmane Chafik

Saad Ezzini

CoRR, January, 2025

Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats.

[BibT_eX]

[DOI]

Zakaria Yartaoui

Future Gener. Comput. Syst., 2025

Unlocking the power of transfer learning with Ad-Dabit-Al-Lughawi: A token classification approach for enhanced Arabic Text Diacritization.

[BibT_eX]

[DOI]

Abderrahman Skiredj

Expert Syst. Appl., 2025

2024

On the atout ticket learning problem for neural networks and its application in securing federated learning exchanges.

[BibT_eX]

[DOI]

Mohammed Akallouch

J. Inf. Secur. Appl., 2024

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification.

[BibT_eX]

[DOI]

Zakaria Yartaoui

CoRR, 2024

DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers.

[BibT_eX]

[DOI]

CoRR, 2024

Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need.

[BibT_eX]

[DOI]

Abderrahman Skiredj

CoRR, 2024

Lightweight Federated Learning for Efficient Network Intrusion Detection.

[BibT_eX]

[DOI]

IEEE Access, 2024

Addax at WojoodNER 2024: Attention-Based Dual-Channel Neural Network for Arabic Named Entity Recognition.

[BibT_eX]

[DOI]

Issam Yahia

Houdaifa Atou

Proceedings of The Second Arabic Natural Language Processing Conference, 2024

AraFinNLP 2024: The First Arabic Financial NLP Shared Task.

[BibT_eX]

[DOI]

Proceedings of The Second Arabic Natural Language Processing Conference, 2024

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Student At-Risk Identification and Classification Through Multitask Learning: A Case Study on the Moroccan Education System.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

Investigating the Predictive Potential of Large Language Models in Student Dropout Prediction.

[BibT_eX]

[DOI]

Abdelghafour Aboukacem

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023

OMCD: Offensive Moroccan Comments Dataset.

[BibT_eX]

[DOI]

Kabil Essefar

Hassan Ait Baha

Lang. Resour. Evaluation, December, 2023

Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems.

[BibT_eX]

[DOI]

Expert Syst. Appl., December, 2023

DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension.

[BibT_eX]

[DOI]

Abdessamad Benlahbib

Noureddine En-Nahnahi

Saïd El Alaoui Ouatik

J. King Saud Univ. Comput. Inf. Sci., September, 2023

NF-NIDS: Normalizing Flows for Network Intrusion Detection Systems.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

Investigating Domain Adaptation for Network Intrusion Detection.

[BibT_eX]

[DOI]

Zakaria Yartaoui

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic.

[BibT_eX]

[DOI]

Christoph Schommer

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism.

[BibT_eX]

[DOI]

Christoph Schommer

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences.

[BibT_eX]

[DOI]

Abdessamad Benlahbib

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Exploring the Risk Factors Influencing the Road Accident Severity: Prediction with Explanation.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing, 2023

ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting.

[BibT_eX]

[DOI]

Muhammad Abdul-Mageed

El Moatez Billah Nagoudi

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

2022

Driver profiling: The pathway to deeper personalization.

[BibT_eX]

[DOI]

J. King Saud Univ. Comput. Inf. Sci., November, 2022

Toward Road Safety Recommender Systems: Formal Concepts and Technical Basics.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

ASAYAR: A Dataset for Arabic-Latin Scene Text Localization in Highway Traffic Panels.

[BibT_eX]

[DOI]

Mohammed Akallouch

Khalid Fardousse

IEEE Trans. Intell. Transp. Syst., 2022

AdaSL: An Unsupervised Domain Adaptation framework for Arabic multi-dialectal Sequence Labeling.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

Prediction and Privacy Scheme for Traffic Flow Estimation on the Highway Road Network.

[BibT_eX]

[DOI]

Inf., 2022

NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning.

[BibT_eX]

[DOI]

IEEE Access, 2022

UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer.

[BibT_eX]

[DOI]

Mohammed Akallouch

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

2021

One Step Further Towards Real-Time Driving Maneuver Recognition Using Phone Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification.

[BibT_eX]

[DOI]

CoRR, 2021

An open access NLP dataset for Arabic dialects : Data collection, labeling, and model construction.

[BibT_eX]

[DOI]

CoRR, 2021

ATTICA: A Dataset for Arabic Text-Based Traffic Panels Detection.

[BibT_eX]

[DOI]

IEEE Access, 2021

BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification.

[BibT_eX]

[DOI]

Proceedings of the Sixth Arabic Natural Language Processing Workshop, 2021

Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language.

[BibT_eX]

[DOI]

Proceedings of the Sixth Arabic Natural Language Processing Workshop, 2021

CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity.

[BibT_eX]

[DOI]

Nabil El Mamoun

Kabil Essefar

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense.

[BibT_eX]

[DOI]

Kabil Essefar

Nabil El Mamoun

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

FEDBS: Learning on Non-IID Data in Federated Learning using Batch Normalization.

[BibT_eX]

[DOI]

Guevara Noubir

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Benchmarking Classical and AI-based Caching Strategies in Internet of Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

A Personalized Learning Scheme for Internet of Vehicles Caching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of FIRE 2021, 2021

On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings.

[BibT_eX]

[DOI]

Imane El Ouazzany Ech-chahedy

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

2020

Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification.

[BibT_eX]

[DOI]

Proceedings of the Fifth Arabic Natural Language Processing Workshop, 2020

On the Application of Machine Learning for Cut-in Maneuver Recognition in Platooning Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Analyzing Driving Behavior: Towards Dynamic Driver Profiling.

[BibT_eX]

[DOI]

Anas Ouardini

Proceedings of the Ad Hoc Networks - 12th EAI International Conference, 2020

Energy Efficient Adaptive GPS Sampling Using Accelerometer Data.

[BibT_eX]

[DOI]

Saad Ezzini

Proceedings of the Ad Hoc Networks - 12th EAI International Conference, 2020

2019

Improving Driver Identification for the Next-Generation of In-Vehicle Software Systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Advanced Driving Behavior Analytics for an Improved Safety Assessment and Driver Fingerprinting.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

A Hypergraph Based Approach for the 4-Constraint Satisfaction Problem Tractability.

[BibT_eX]

[DOI]

CoRR, 2019

Scalable framework for green large cognitive radio networks.

[BibT_eX]

[DOI]

Imane Daha Belghiti

Cogn. Comput. Syst., 2019

Predicting Driver Lane Change Maneuvers Using Driver's Face.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Wireless Networks and Mobile Communications, 2019

Real Time Traffic Light Detection and Classification using Deep Learning.

[BibT_eX]

[DOI]

Zakaria Ennahhal

Khalid Fardousse

Proceedings of the 2019 International Conference on Wireless Networks and Mobile Communications, 2019

2018

Who is behind the wheel? Driver identification and fingerprinting.

[BibT_eX]

[DOI]

Saad Ezzini

Mounir Ghogho

J. Big Data, 2018

Minimizing Cost Travel in Multimodal Transport Using Advanced Relation Transitive Closure.

[BibT_eX]

[DOI]

Lahcen Omari

Adv. Oper. Res., 2018

2017

Predicting lane change maneuvers using inverse reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Networks and Mobile Communications, 2017

Traffic sign recognition using convolutional neural networks.

[BibT_eX]

[DOI]

Karim Boubouh

Proceedings of the International Conference on Wireless Networks and Mobile Communications, 2017

Including Personality Traits, Inferred from Social Networks, in Building Next Generation of AEHS.

[BibT_eX]

[DOI]

Kenza Sakout Andaloussi

Laurence Capus

Proceedings of the Innovations in Smart Cities and Applications, 2017

Adaptive Educational Hypermedia Systems: Current Developments and Challenges.

[BibT_eX]

[DOI]

Kenza Sakout Andaloussi

Laurence Capus

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

2016

Coalitional game-based behavior analysis for spectrum access in cognitive radios.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2016

Foreword.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Wireless Networks and Mobile Communications, 2016

Context-Aware Driving Assistance: An Approach for Monitoring-Based Modeling and Self-learning Cars.

[BibT_eX]

[DOI]

Proceedings of the Advances in Ubiquitous Networking 2 - Proceedings of the UNet'16, Casablanca, Morocco, May 30, 2016

The 4-Octahedron Abstract Domain.

[BibT_eX]

[DOI]

Proceedings of the Networked Systems - 4th International Conference, 2016

2015

An Algebraic Method for Analysing Control Flow of BPMN Models.

[BibT_eX]

[DOI]

Int. J. Recent Contributions Eng. Sci. IT, 2015

A holistic approach for modeling and verification of human driver behavior.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Networks and Mobile Communications, 2015

Towards a Formal Semantics and Analysis of BPMN Gateways.

[BibT_eX]

[DOI]

Proceedings of the Networked Systems - Third International Conference, 2015

Towards an Optimal Pricing for Mobile Virtual Network Operators.

[BibT_eX]

[DOI]

Mohammed Raiss El-Fenni

Proceedings of the Networked Systems - Third International Conference, 2015

Improving Cognitive Radio Wireless Network Performances Using Clustering Schemes and Coalitional Games.

[BibT_eX]

[DOI]

Imane Daha Belghiti

Proceedings of the Networked Systems - Third International Conference, 2015

2014

Visual Specification Language and Automatic Checking of Business Process.

[BibT_eX]

[DOI]

Mohammed Al Achhab

Proceedings of the 8th International Workshop on Verification and Evaluation of Computer and Communication Systems, 2014

Short: Graphical Specification and Automatic Verification of Business Process.

[BibT_eX]

[DOI]

Mohammed Al Achhab

Proceedings of the Networked Systems - Second International Conference, 2014

A Formal Driving Behavior Model for Intelligent Transportation Systems.

[BibT_eX]

[DOI]

Proceedings of the Networked Systems - Second International Conference, 2014

A formal model of human driving behavior in vehicular networks.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

Controlling messages for probabilistic routing protocols in Delay-Tolerant Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2014

Towards formal verification of business process using a graphical specification.

[BibT_eX]

[DOI]

Mohammed Al Achhab

Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014

Green opportunistic access for CRN with selfish users using coalitional game approach in partition form.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014

2010

Automated Robustness Testing for Reactive Systems: Application to Communicating Protocols.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Innovative Internet Community Services (I<sup>2</sup>CS), 2010

Online Testing Framework for Web Services.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Software Testing, 2010

2009

Testing Web Services Composition Using the TGSE Tool.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

2008

Testing Component-Based Real Time Systems.

[BibT_eX]

[DOI]

Rachid Bouaziz

Proceedings of the Ninth ACIS International Conference on Software Engineering, 2008

Optimal tester synthesis for real-time systems.

[BibT_eX]

[DOI]

Rachid Bouaziz

Proceedings of the 8th international conference on New technologies in distributed systems, 2008

2006

Test Case Minimization for Real-Time Systems Using Timed Bound Traces.

[BibT_eX]

[DOI]

Proceedings of the Testing of Communicating Systems, 2006

2005

Testing Communicating Systems: a Model, a Methodology, and a Tool.

[BibT_eX]

[DOI]

Richard Castanet

Patrick Félix

Proceedings of the Testing of Communicating Systems, 2005

2004

From The Feasability Analysis To Real-Time Test Generation.

[BibT_eX]

[DOI]