Ismail Berrada

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 66

Top Topics

Educational Hypermedia

Driving Behavior

Domain Adaptation

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Abderrahman Skiredj, Ismail Berrada
Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need. CoRR (2024)
Abdelghafour Aboukacem, Ismail Berrada, El Houcine Bergou, Youssef Iraqi, Loubna Mekouar
Investigating the Predictive Potential of Large Language Models in Student Dropout Prediction. AIED (2) (2024)
Abderrahman Skiredj, Ferdaous Azhari, Ismail Berrada, Saad Ezzini
DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers. CoRR (2024)
Sanad Malaysha, Mo El-Haj, Saad Ezzini, Mohammed Khalilia, Mustafa Jarrar, Sultan Almujaiwel, Ismail Berrada, Houda Bouamor
AraFinNLP 2024: The First Arabic Financial NLP Shared Task. CoRR (2024)
Ismail Elbouknify, Ismail Berrada, Loubna Mekouar, Youssef Iraqi, El Houcine Bergou, Hind Belhabib, Younes Nail, Souhail Wardi
Student At-Risk Identification and Classification Through Multitask Learning: A Case Study on the Moroccan Education System. AIED (2) (2024)
Hamza Alami, Abdelkader El Mahdaouy, Abdessamad Benlahbib, Noureddine En-Nahnahi, Ismail Berrada, Saïd El Alaoui Ouatik
DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Mohammed Akallouch, Khalid Fardousse, Afaf Bouhoute, Ismail Berrada
Exploring the Risk Factors Influencing the Road Accident Severity: Prediction with Explanation. IWCMC (2023)
Salima Lamsiyah, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada, Christoph Schommer
UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic. ArabicNLP (2023)
Hamza Alami, Meryem Janati Idrissi, Abdelkader El Mahdaouy, Abdelhak Bouayad, Zakaria Yartaoui, Ismail Berrada
Investigating Domain Adaptation for Network Intrusion Detection. WINCOM (2023)
Kabil Essefar, Hassan Ait Baha, Abdelkader El Mahdaouy, Abdellah El Mekki, Ismail Berrada
OMCD: Offensive Moroccan Comments Dataset. Lang. Resour. Evaluation 57 (4) (2023)
Hamza Alami, Abdessamad Benlahbib, Abdelkader El Mahdaouy, Ismail Berrada
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences. SemEval@ACL (2023)
Salima Lamsiyah, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada, Christoph Schommer
UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism. SemEval@ACL (2023)
Meryem Janati Idrissi, Hamza Alami, Abdelkader El Mahdaouy, Abdellah El Mekki, Soufiane Oualil, Zakaria Yartaoui, Ismail Berrada
Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems. Expert Syst. Appl. 234 (2023)
Abdelkader El Mahdaouy, Hamza Alami, Salima Lamsiyah, Ismail Berrada
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis. SemEval@ACL (2023)
Ismail Elbouknify, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada, Abdelmajid Badri
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis. WINCOM (2023)
Ismail Elbouknify, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada, Abdelmajid Badri
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis. CoRR (2023)
Abdellah El Mekki, Muhammad Abdul-Mageed, El Moatez Billah Nagoudi, Ismail Berrada, Ahmed Khoumsi
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting. CoRR (2023)
Meryem Janati Idrissi, Hamza Alami, Abdelhak Bouayad, Ismail Berrada
NF-NIDS: Normalizing Flows for Network Intrusion Detection Systems. WINCOM (2023)
Abdelkader El Mahdaouy, Salima Lamsiyah, Hamza Alami, Christoph Schommer, Ismail Berrada
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition. ArabicNLP (2023)
Abdellah El Mekki, Muhammad Abdul-Mageed, El Moatez Billah Nagoudi, Ismail Berrada, Ahmed Khoumsi
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting. IJCNLP (1) (2023)
Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. CoRR (2022)
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Abderrahman Skiredj, Ismail Berrada
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic. SemEval@NAACL (2022)
Mohammed Akallouch, Kaoutar Sefrioui Boujemaa, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada
ASAYAR: A Dataset for Arabic-Latin Scene Text Localization in Highway Traffic Panels. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Abdellah El Mekki, Abdelkader El Mahdaouy, Mohammed Akallouch, Ismail Berrada, Ahmed Khoumsi
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer. SemEval@NAACL (2022)
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Abderrahman Skiredj, Ismail Berrada
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic. CoRR (2022)
Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
AdaSL: An Unsupervised Domain Adaptation framework for Arabic multi-dialectal Sequence Labeling. Inf. Process. Manag. 59 (4) (2022)
M'haouach Mohamed, Anass Houdou, Hamza Alami, Khalid Fardousse, Ismail Berrada
NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning. IEEE Access 10 (2022)
Mohammed Akallouch, Oussama Akallouch, Khalid Fardousse, Afaf Bouhoute, Ismail Berrada
Prediction and Privacy Scheme for Traffic Flow Estimation on the Highway Road Network. Inf. 13 (8) (2022)
Kaoutar Sefrioui Boujemaa, Ismail Berrada, Khalid Fardousse, Othmane Naggar, François Bourzeix
Toward Road Safety Recommender Systems: Formal Concepts and Technical Basics. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Yassine Zahraoui, Khalid Errajraji, Salah-Eddine Ramah, Afaf Bouhoute, Ismail Berrada
Driver profiling: The pathway to deeper personalization. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue 10, Part B) (2022)
Abdellah El Mekki, Abdelkader El Mahdaouy, Mohammed Akallouch, Ismail Berrada, Ahmed Khoumsi
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer. CoRR (2022)
Meryem Janati Idrissi, Ismail Berrada, Guevara Noubir
FEDBS: Learning on Non-IID Data in Federated Learning using Batch Normalization. ICTAI (2021)
Soufiane Oualil, Rachid Oucheikh, Mohamed El-Kamili, Ismail Berrada
Benchmarking Classical and AI-based Caching Strategies in Internet of Vehicles. ICC Workshops (2021)
Soufiane Oualil, Rachid Oucheikh, Mohamed El-Kamili, Ismail Berrada
A Personalized Learning Scheme for Internet of Vehicles Caching. GLOBECOM (2021)
Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification. CoRR (2021)
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language. WANLP (2021)
Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding. NAACL-HLT (2021)
ElMehdi Boujou, Hamza Chataoui, Abdellah El Mekki, Saad Benjelloun, Ikram Chairi, Ismail Berrada
An open access NLP dataset for Arabic dialects : Data collection, labeling, and model construction. CoRR (2021)
Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings. Canadian Conference on AI (2021)
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language. CoRR (2021)
Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. FIRE (Working Notes) (2021)
Nabil El Mamoun, Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Ismail Berrada
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity. SemEval@ACL/IJCNLP (2021)
Salah-Eddine Ramah, Afaf Bouhoute, Karim Boubouh, Ismail Berrada
One Step Further Towards Real-Time Driving Maneuver Recognition Using Phone Sensors. IEEE Trans. Intell. Transp. Syst. 22 (10) (2021)
Kabil Essefar, Abdellah El Mekki, Abdelkader El Mahdaouy, Nabil El Mamoun, Ismail Berrada
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense. SemEval@ACL/IJCNLP (2021)
Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification. WANLP (2021)
Kaoutar Sefrioui Boujemaa, Mohammed Akallouch, Ismail Berrada, Khalid Fardousse, Afaf Bouhoute
ATTICA: A Dataset for Arabic Text-Based Traffic Panels Detection. IEEE Access 9 (2021)
Abdellah El Mekki, Ahmed Alami, Hamza Alami, Ahmed Khoumsi, Ismail Berrada
Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification. WANLP@COLING (2020)
Anas Ouardini, Imane El Ouazzany Ech-chahedy, Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili
Analyzing Driving Behavior: Towards Dynamic Driver Profiling. ADHOCNETS (2020)
Afaf Bouhoute, Mohamed Mosbah, Akka Zemmari, Ismail Berrada
On the Application of Machine Learning for Cut-in Maneuver Recognition in Platooning Scenarios. VTC Spring (2020)
Saad Ezzini, Ismail Berrada
Energy Efficient Adaptive GPS Sampling Using Accelerometer Data. ADHOCNETS (2020)
Abdellah El Mekki, Afaf Bouhoute, Ismail Berrada
Improving Driver Identification for the Next-Generation of In-Vehicle Software Systems. IEEE Trans. Veh. Technol. 68 (8) (2019)
Imane Daha Belghiti, Ismail Berrada, Mohamed El-Kamili
Scalable framework for green large cognitive radio networks. Cogn. Comput. Syst. 1 (3) (2019)
Zakaria Ennahhal, Ismail Berrada, Khalid Fardousse
Real Time Traffic Light Detection and Classification using Deep Learning. WINCOM (2019)
Rachid Oucheikh, Ismail Berrada, Outman El Hichami
A Hypergraph Based Approach for the 4-Constraint Satisfaction Problem Tractability. CoRR (2019)
Afaf Bouhoute, Rachid Oucheikh, Karim Boubouh, Ismail Berrada
Advanced Driving Behavior Analytics for an Improved Safety Assessment and Driver Fingerprinting. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Abdellatif Moussaid, Ismail Berrada, Mohamed El-Kamili, Khalid Fardousse
Predicting Driver Lane Change Maneuvers Using Driver's Face. WINCOM (2019)
Rachid Oucheikh, Ismail Berrada, Lahcen Omari
Minimizing Cost Travel in Multimodal Transport Using Advanced Relation Transitive Closure. Adv. Oper. Res. 2018 (2018)
Saad Ezzini, Ismail Berrada, Mounir Ghogho
Who is behind the wheel? Driver identification and fingerprinting. J. Big Data 5 (2018)
Kenza Sakout Andaloussi, Laurence Capus, Ismail Berrada
Including Personality Traits, Inferred from Social Networks, in Building Next Generation of AEHS. SCA (2017)
Abdelhaq Zouzou, Afaf Bouhoute, Karim Boubouh, Mohamed El-Kamili, Ismail Berrada
Predicting lane change maneuvers using inverse reinforcement learning. WINCOM (2017)
Kaoutar Sefrioui Boujemaa, Afaf Bouhoute, Karim Boubouh, Ismail Berrada
Traffic sign recognition using convolutional neural networks. WINCOM (2017)
Kenza Sakout Andaloussi, Laurence Capus, Ismail Berrada
Adaptive Educational Hypermedia Systems: Current Developments and Challenges. BDCA (2017)
Afaf Bouhoute, Rachid Oucheikh, Ismail Berrada
Context-Aware Driving Assistance: An Approach for Monitoring-Based Modeling and Self-learning Cars. UNet (2016)
Rachid Oucheikh, Ismail Berrada, Outman El Hichami
The 4-Octahedron Abstract Domain. NETYS (2016)
Imane Daha Belghiti, Mouna Elmachkour, Ismail Berrada, Abdellatif Kobbane, Jalel Ben-Othman
Coalitional game-based behavior analysis for spectrum access in cognitive radios. Wirel. Commun. Mob. Comput. 16 (14) (2016)
Mohamed El-Kamili, Ismail Berrada, Abdelmajid Badri, Hicham Ghennioui
Foreword. WINCOM (2016)
Outman El Hichami, Mohamed Naoum, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir
Towards a Formal Semantics and Analysis of BPMN Gateways. NETYS (2015)
Imane Daha Belghiti, Ismail Berrada, Mohamed El-Kamili
Improving Cognitive Radio Wireless Network Performances Using Clustering Schemes and Coalitional Games. NETYS (2015)
Mohammed Raiss El-Fenni, Mohamed El-Kamili, Sidi Ahmed Ezzahidi, Ismail Berrada, El-Houssine Bouyakhf
Towards an Optimal Pricing for Mobile Virtual Network Operators. NETYS (2015)
Afaf Bouhoute, Rachid Oucheikh, Yassine Zahraoui, Ismail Berrada
A holistic approach for modeling and verification of human driver behavior. WINCOM (2015)
Outman El Hichami, Mohamed Naoum, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir
An Algebraic Method for Analysing Control Flow of BPMN Models. Int. J. Recent Contributions Eng. Sci. IT 3 (3) (2015)
Outman El Hichami, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir
Short: Graphical Specification and Automatic Verification of Business Process. NETYS (2014)
Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili
A formal model of human driving behavior in vehicular networks. IWCMC (2014)
Outman El Hichami, Badr Eddine El Mohajir, Mohammed Al Achhab, Ismail Berrada, Rachid Oucheikh
Towards formal verification of business process using a graphical specification. CIST (2014)
Imane Daha Belghiti, Mouna Elmachkour, Ismail Berrada, Abdellatif Kobbane
Green opportunistic access for CRN with selfish users using coalitional game approach in partition form. CIST (2014)
Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili
A Formal Driving Behavior Model for Intelligent Transportation Systems. NETYS (2014)
Ahmed El Ouadrhiri, Imane Rahmouni, Mohamed El-Kamili, Ismail Berrada
Controlling messages for probabilistic routing protocols in Delay-Tolerant Networks. ISCC (2014)
Outman El Hichami, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir
Visual Specification Language and Automatic Checking of Business Process. VECoS (2014)
Fares Saad-Khorchef, Ismail Berrada, Antoine Rollet, Richard Castanet
Automated Robustness Testing for Reactive Systems: Application to Communicating Protocols. IICS (2010)
Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada
Online Testing Framework for Web Services. ICST (2010)
Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada
Testing Web Services Composition Using the TGSE Tool. SERVICES I (2009)
Rachid Bouaziz, Ismail Berrada
Optimal tester synthesis for real-time systems. NOTERE (2008)
Rachid Bouaziz, Ismail Berrada
Testing Component-Based Real Time Systems. SNPD (2008)
Ismail Berrada, Richard Castanet, Patrick Félix, Aziz Salah
Test Case Minimization for Real-Time Systems Using Timed Bound Traces. TestCom (2006)
Ismail Berrada, Richard Castanet, Patrick Félix
Testing Communicating Systems: a Model, a Methodology, and a Tool. TestCom (2005)
Ismail Berrada, Richard Castanet, Patrick Félix
From The Feasability Analysis To Real-Time Test Generation. Stud. Inform. Univ. 3 (2) (2004)