Ismail Berrada

114 papers A* 1A 1B 5C 14Journal 49Unranked 44
YearRankTypeTitle / Venue / Authors
2026 J jnl
Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs.
CoRR
Abdellah El Mekki, Samar Mohamed Magdy, Houdaifa Atou, Ruwa AbuHweidi, Baraah Qawasmeh, Omer Nacar, Thikra Al-Hibiri, Razan Saadie, Hamzah A. Alsayadi, Nadia Ghezaiel Hammouda, Alshima Alkhazimi, Aya Hamod, Al-Yas Al-Ghafri, Wesam El-Sayed, Asila Al Sharji, Mohamad Ballout, Anas Belfathi, Karim Ghaddar, Serry Sibaee, Alaa Aoun, Areej Asiri, Lina Abureesh, Ahlam Bashiti, Majdal Yousef, Abdulaziz Hafiz, Yehdih Mohamed, Emira Hamedtou, Brakehe Brahim, Rahaf Alhamouri, Youssef Nafea, Aya El aatar, Walid Al-Dhabyani, Emhemed Hamed, Sara Shatnawi, Fakhraddin Alwajih, Khalid Elkhidir, Ashwag Alasmari, Abdurrahman Gerrio, Omar Alshahri, AbdelRahim A. Elmadany, Ismail Berrada, Amir Azad Adli Alkathiri, Fadi A. Zaraket, Mustafa Jarrar, Yahya Mohamed El Hadj, Hassan Alhuzali, Muhammad Abdul-Mageed
2026 J jnl
DarijaDB: Unlocking Text-to-SQL for Arabic Dialects.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Salmane Chafik, Saad Ezzini, Ismail Berrada
2026 J jnl
Deep Learning for Contextualized NetFlow-Based Network Intrusion Detection: Methods, Data, Evaluation and Deployment.
CoRR
Abdelkader El Mahdaouy, Issam Ait Yahia, Soufiane Oualil, Ismail Berrada
2026 J jnl
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification.
J. Netw. Syst. Manag.
Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada
2026 J jnl
Towards Automating Domain-Specific Data Generation for Text-to-SQL: A Comprehensive Approach.
ACM Trans. Softw. Eng. Methodol.
Salmane Chafik, Saad Ezzini, Ismail Berrada
2026 J jnl
Towards smarter hiring solutions: artificial intelligence-driven resume classification with advanced embedding techniques.
Multim. Tools Appl.
Mohamed M'Haouach, Mouad Choukhairi, Hamza Alami, Houda Bouraqqadi, Khalid Fardousse, Ismail Berrada
2025 J jnl
AI-based identification and support of at-risk students: A case study of the Moroccan education system.
CoRR
Ismail Elbouknify, Ismail Berrada, Loubna Mekouar, Youssef Iraqi, El Houcine Bergou, Hind Belhabib, Younes Nail, Souhail Wardi
2025 — conf
Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija.
COLING Workshops
Salmane Chafik, Saad Ezzini, Ismail Berrada
2025 J jnl
Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija.
CoRR
Salmane Chafik, Saad Ezzini, Ismail Berrada
2025 J jnl
Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats.
Future Gener. Comput. Syst.
Meryem Janati Idrissi, Hamza Alami, Abdelkader El Mahdaouy, Abdelhak Bouayad, Zakaria Yartaoui, Ismail Berrada
2025 J jnl
GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal Data.
CoRR
Abderrahman Skiredj, Ferdaous Azhari, Houdaifa Atou, Nouamane Tazi, Ismail Berrada
2025 J jnl
KoopAGRU: A Koopman-based Anomaly Detection in Time-Series using Gated Recurrent Units.
CoRR
Issam Ait Yahia, Ismail Berrada
2025 C conf
LiteMixer: Scalable, Low-Overhead Multi-Scale Mixing for Time Series Forecasting.
WINCOM
Issam Ait Yahia, Abdelkader El Mahdaouy, Soufiane Oualil, Ismail Berrada
2025 — conf
On the Fairness of Ensemble Learning Methods in Student Dropout Prediction.
AIED (5)
Abdelghafour Aboukacem, Loubna Mekouar, El Houcine Bergou, Youssef Iraqi, Ismail Berrada
2025 — conf
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs.
ACL (1)
Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy, AbdelRahim A. Elmadany, Omer Nacar, El Moatez Billah Nagoudi, Reem Abdel-Salam, Hanin Atwany, Youssef Nafea, Abdulfattah Mohammed Yahya, Rahaf Alhamouri, Hamzah A. Alsayadi, Hiba Zayed, Sara Shatnawi, Serry Sibaee, Yasir Ech-Chammakhy, Walid Al-Dhabyani, Marwa Mohamed Ali, Imen Jarraya, Ahmed Oumar El-Shangiti, Aisha Alraeesi, Mohammed Anwar Al-Ghrawi, Abdulrahman S. Al-Batati, Elgizouli Mohamed, Noha Taha Elgindi, Muhammed Saeed, Houdaifa Atou, Issam Ait Yahia, Abdelhak Bouayad, Mohammed Machrouh, Amal Makouar, Dania Alkawi, Mukhtar Mohamed, Safaa Taher Abdelfadil, Amine Ziad Ounnoughene, Rouabhia Anfel, Rwaa Assi, Ahmed Sorkatti, Mohamedou Cheikh Tourad, Anis Koubaa, Ismail Berrada, Mustafa Jarrar, Shady Shehata, Muhammad Abdul-Mageed
2025 J jnl
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs.
CoRR
Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy, AbdelRahim A. Elmadany, Omer Nacar, El Moatez Billah Nagoudi, Reem Abdel-Salam, Hanin Atwany, Youssef Nafea, Abdulfattah Mohammed Yahya, Rahaf Alhamouri, Hamzah A. Alsayadi, Hiba Zayed, Sara Shatnawi, Serry Sibaee, Yasir Ech-Chammakhy, Walid Al-Dhabyani, Marwa Mohamed Ali, Imen Jarraya, Ahmed Oumar El-Shangiti, Aisha Alraeesi, Mohammed Anwar Al-Ghrawi, Abdulrahman S. Al-Batati, Elgizouli Mohamed, Noha Taha Elgindi, Muhammed Saeed, Houdaifa Atou, Issam Ait Yahia, Abdelhak Bouayad, Mohammed Machrouh, Amal Makouar, Dania Alkawi, Mukhtar Mohamed, Safaa Taher Abdelfadil, Amine Ziad Ounnoughene, Rouabhia Anfel, Rwaa Assi, Ahmed Sorkatti, Mohamedou Cheikh Tourad, Anis Koubaa, Ismail Berrada, Mustafa Jarrar, Shady Shehata, Muhammad Abdul-Mageed
2025 — conf
Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset.
EMNLP (Findings)
Fakhraddin Alwajih, Samar Mohamed Magdy, Abdellah El Mekki, Omer Nacar, Youssef Nafea, Safaa Taher Abdelfadil, Abdulfattah Mohammed Yahya, Hamzah Luqman, Nada AlMarwani, Samah Aloufi, Baraah Qawasmeh, Houdaifa Atou, Serry Sibaee, Hamzah A. Alsayadi, Walid Al-Dhabyani, Maged Saeed AlShaibani, Aya El aatar, Nour Qandos, Rahaf Alhamouri, Samar Ahmad, Mohammed Anwar Al-Ghrawi, Aminetou Yacoub, Ruwa AbuHweidi, Vatimetou Mohamed Lemin, Reem Abdel-Salam, Ahlam Bashiti, Adel Ammar, Aisha Alansari, Ahmed Ashraf, Nora Alturayeif, Alcides Alcoba Inciarte, AbdelRahim A. Elmadany, Mohamedou Cheikh Tourad, Ismail Berrada, Mustafa Jarrar, Shady Shehata, Muhammad Abdul-Mageed
2025 J jnl
Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset.
CoRR
Fakhraddin Alwajih, Samar Mohamed Magdy, Abdellah El Mekki, Omer Nacar, Youssef Nafea, Safaa Taher Abdelfadil, Abdulfattah Mohammed Yahya, Hamzah Luqman, Nada AlMarwani, Samah Aloufi, Baraah Qawasmeh, Houdaifa Atou, Serry Sibaee, Hamzah A. Alsayadi, Walid Al-Dhabyani, Maged Saeed AlShaibani, Aya El aatar, Nour Qandos, Rahaf Alhamouri, Samar Ahmad, Razan Khassib, Lina Hamad, Mohammed Anwar Al-Ghrawi, Fatimah Alshamari, Cheikh Malainine, Doaa Sami Qawasmeh, Aminetou Yacoub, Tfeil moilid, Ruwa AbuHweidi, Ahmed Aboeitta, Vatimetou Mohamed Lemin, Reem Abdel-Salam, Ahlam Bashiti, Adel Ammar, Aisha Alansari, Ahmed Ashraf, Nora Alturayeif, Sara Shatnawi, Alcides Alcoba Inciarte, AbdelRahim A. Elmadany, Mohamedou Cheikh Tourad, Ismail Berrada, Mustafa Jarrar, Shady Shehata, Muhammad Abdul-Mageed
2025 — conf
Proceedings of the 4th Workshop on Arabic Corpus Linguistics (WACL-4).
COLING Workshops
Saad Ezzini, Hamza Alami, Ismail Berrada, Abdessamad Benlahbib, Abdelkader El Mahdaouy, Salima Lamsiyah, Hatim Derrouz, Amal Haddad Haddad, Mustafa Jarrar, Mo El-Haj, Ruslan Mitkov, Paul Rayson
2025 J jnl
Unlocking the power of transfer learning with Ad-Dabit-Al-Lughawi: A token classification approach for enhanced Arabic Text Diacritization.
Expert Syst. Appl.
Abderrahman Skiredj, Ismail Berrada
2024 — conf
Addax at WojoodNER 2024: Attention-Based Dual-Channel Neural Network for Arabic Named Entity Recognition.
ArabicNLP
Issam Ait Yahia, Houdaifa Atou, Ismail Berrada
2024 — conf
AraFinNLP 2024: The First Arabic Financial NLP Shared Task.
ArabicNLP
Sanad Malaysha, Mo El-Haj, Saad Ezzini, Mohammed Khalilia, Mustafa Jarrar, Sultan Almujaiwel, Ismail Berrada, Houda Bouamor
2024 J jnl
AraFinNLP 2024: The First Arabic Financial NLP Shared Task.
CoRR
Sanad Malaysha, Mo El-Haj, Saad Ezzini, Mohammed Khalilia, Mustafa Jarrar, Sultan Almujaiwel, Ismail Berrada, Houda Bouamor
2024 J jnl
Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need.
CoRR
Abderrahman Skiredj, Ismail Berrada
2024 A* conf
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition.
EMNLP
Bashar Talafha, Karima Kadaoui, Samar Mohamed Magdy, Mariem Habiboullah, Chafei Mohamed Chafei, Ahmed Oumar El-Shangiti, Hiba Zayed, Mohamedou Cheikh Tourad, Rahaf Alhamouri, Rwaa Assi, Aisha Alraeesi, Hour Mohamed, Fakhraddin Alwajih, Abdelrahman Mohamed, Abdellah El Mekki, El Moatez Billah Nagoudi, Benelhadj Saadia, Hamzah A. Alsayadi, Walid Al-Dhabyani, Sara Shatnawi, Yasir Ech-Chammakhy, Amal Makouar, Yousra Berrachedi, Mustafa Jarrar, Shady Shehata, Ismail Berrada, Muhammad Abdul-Mageed
2024 J jnl
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition.
CoRR
Bashar Talafha, Karima Kadaoui, Samar Mohamed Magdy, Mariem Habiboullah, Chafei Mohamed Chafei, Ahmed Oumar El-Shangiti, Hiba Zayed, Mohamedou Cheikh Tourad, Rahaf Alhamouri, Rwaa Assi, Aisha Alraeesi, Hour Mohamed, Fakhraddin Alwajih, Abdelrahman Mohamed, Abdellah El Mekki, El Moatez Billah Nagoudi, Benelhadj Djelloul Mama Saadia, Hamzah A. Alsayadi, Walid Al-Dhabyani, Sara Shatnawi, Yasir Ech-Chammakhy, Amal Makouar, Yousra Berrachedi, Mustafa Jarrar, Shady Shehata, Ismail Berrada, Muhammad Abdul-Mageed
2024 C conf
Cybersecurity and Surveillance Strategies in the Banking Sector: The Threat of CryptoJacking and ENISA's Methodologies against the Dark Side of Cryptocurrencies.
WINCOM
Youssef Benlemlih, Ismail Berrada
2024 J jnl
DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers.
CoRR
Abderrahman Skiredj, Ferdaous Azhari, Ismail Berrada, Saad Ezzini
2024 J jnl
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification.
CoRR
Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada
2024 — conf
Investigating the Predictive Potential of Large Language Models in Student Dropout Prediction.
AIED (2)
Abdelghafour Aboukacem, Ismail Berrada, El Houcine Bergou, Youssef Iraqi, Loubna Mekouar
2024 J jnl
Lightweight Federated Learning for Efficient Network Intrusion Detection.
IEEE Access
Abdelhak Bouayad, Hamza Alami, Meryem Janati Idrissi, Ismail Berrada
2024 J jnl
On the atout ticket learning problem for neural networks and its application in securing federated learning exchanges.
J. Inf. Secur. Appl.
Abdelhak Bouayad, Mohammed Akallouch, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada
2024 — conf
Student At-Risk Identification and Classification Through Multitask Learning: A Case Study on the Moroccan Education System.
AIED (2)
Ismail Elbouknify, Ismail Berrada, Loubna Mekouar, Youssef Iraqi, El Houcine Bergou, Hind Belhabib, Younes Nail, Souhail Wardi
2023 C conf
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis.
WINCOM
Ismail Elbouknify, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada, Abdelmajid Badri
2023 J jnl
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis.
CoRR
Ismail Elbouknify, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada, Abdelmajid Badri
2023 J jnl
DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension.
J. King Saud Univ. Comput. Inf. Sci.
Hamza Alami, Abdelkader El Mahdaouy, Abdessamad Benlahbib, Noureddine En-Nahnahi, Ismail Berrada, Saïd El Alaoui Ouatik
2023 B conf
Exploring the Risk Factors Influencing the Road Accident Severity: Prediction with Explanation.
IWCMC
Mohammed Akallouch, Khalid Fardousse, Afaf Bouhoute, Ismail Berrada
2023 J jnl
Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems.
Expert Syst. Appl.
Meryem Janati Idrissi, Hamza Alami, Abdelkader El Mahdaouy, Abdellah El Mekki, Soufiane Oualil, Zakaria Yartaoui, Ismail Berrada
2023 C conf
Investigating Domain Adaptation for Network Intrusion Detection.
WINCOM
Hamza Alami, Meryem Janati Idrissi, Abdelkader El Mahdaouy, Abdelhak Bouayad, Zakaria Yartaoui, Ismail Berrada
2023 C conf
NF-NIDS: Normalizing Flows for Network Intrusion Detection Systems.
WINCOM
Meryem Janati Idrissi, Hamza Alami, Abdelhak Bouayad, Ismail Berrada
2023 J jnl
OMCD: Offensive Moroccan Comments Dataset.
Lang. Resour. Evaluation
Kabil Essefar, Hassan Ait Baha, Abdelkader El Mahdaouy, Abdellah El Mekki, Ismail Berrada
2023 — conf
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting.
IJCNLP (1)
Abdellah El Mekki, Muhammad Abdul-Mageed, El Moatez Billah Nagoudi, Ismail Berrada, Ahmed Khoumsi
2023 J jnl
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting.
CoRR
Abdellah El Mekki, Muhammad Abdul-Mageed, El Moatez Billah Nagoudi, Ismail Berrada, Ahmed Khoumsi
2023 — conf
UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic.
ArabicNLP
Salima Lamsiyah, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada, Christoph Schommer
2023 — conf
UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism.
SemEval@ACL
Salima Lamsiyah, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada, Christoph Schommer
2023 — conf
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition.
ArabicNLP
Abdelkader El Mahdaouy, Salima Lamsiyah, Hamza Alami, Christoph Schommer, Ismail Berrada
2023 — conf
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis.
SemEval@ACL
Abdelkader El Mahdaouy, Hamza Alami, Salima Lamsiyah, Ismail Berrada
2023 — conf
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences.
SemEval@ACL
Hamza Alami, Abdessamad Benlahbib, Abdelkader El Mahdaouy, Ismail Berrada
2022 J jnl
ASAYAR: A Dataset for Arabic-Latin Scene Text Localization in Highway Traffic Panels.
IEEE Trans. Intell. Transp. Syst.
Mohammed Akallouch, Kaoutar Sefrioui Boujemaa, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada
2022 J jnl
AdaSL: An Unsupervised Domain Adaptation framework for Arabic multi-dialectal Sequence Labeling.
Inf. Process. Manag.
Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
2022 — conf
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic.
SemEval@NAACL
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Abderrahman Skiredj, Ismail Berrada
2022 J jnl
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic.
CoRR
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Abderrahman Skiredj, Ismail Berrada
2022 J jnl
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media.
CoRR
Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
2022 J jnl
Driver profiling: The pathway to deeper personalization.
J. King Saud Univ. Comput. Inf. Sci.
Yassine Zahraoui, Khalid Errajraji, Salah-Eddine Ramah, Afaf Bouhoute, Ismail Berrada
2022 J jnl
NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning.
IEEE Access
Mohamed M'Haouach, Anass Houdou, Hamza Alami, Khalid Fardousse, Ismail Berrada
2022 J jnl
Prediction and Privacy Scheme for Traffic Flow Estimation on the Highway Road Network.
Inf.
Mohammed Akallouch, Oussama Akallouch, Khalid Fardousse, Afaf Bouhoute, Ismail Berrada
2022 J jnl
Toward Road Safety Recommender Systems: Formal Concepts and Technical Basics.
IEEE Trans. Intell. Transp. Syst.
Kaoutar Sefrioui Boujemaa, Ismail Berrada, Khalid Fardousse, Othmane Naggar, François Bourzeix
2022 — conf
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer.
SemEval@NAACL
Abdellah El Mekki, Abdelkader El Mahdaouy, Mohammed Akallouch, Ismail Berrada, Ahmed Khoumsi
2022 J jnl
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer.
CoRR
Abdellah El Mekki, Abdelkader El Mahdaouy, Mohammed Akallouch, Ismail Berrada, Ahmed Khoumsi
2021 B conf
A Personalized Learning Scheme for Internet of Vehicles Caching.
GLOBECOM
Soufiane Oualil, Rachid Oucheikh, Mohamed El-Kamili, Ismail Berrada
2021 J jnl
ATTICA: A Dataset for Arabic Text-Based Traffic Panels Detection.
IEEE Access
Kaoutar Sefrioui Boujemaa, Mohammed Akallouch, Ismail Berrada, Khalid Fardousse, Afaf Bouhoute
2021 J jnl
An open access NLP dataset for Arabic dialects : Data collection, labeling, and model construction.
CoRR
ElMehdi Boujou, Hamza Chataoui, Abdellah El Mekki, Saad Benjelloun, Ikram Chairi, Ismail Berrada
2021 — conf
BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification.
WANLP
Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
2021 J jnl
BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification.
CoRR
Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
2021 — conf
Benchmarking Classical and AI-based Caching Strategies in Internet of Vehicles.
ICC Workshops
Soufiane Oualil, Rachid Oucheikh, Mohamed El-Kamili, Ismail Berrada
2021 — conf
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity.
SemEval@ACL/IJCNLP
Nabil El Mamoun, Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Ismail Berrada
2021 — conf
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense.
SemEval@ACL/IJCNLP
Kabil Essefar, Abdellah El Mekki, Abdelkader El Mahdaouy, Nabil El Mamoun, Ismail Berrada
2021 — conf
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language.
WANLP
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
2021 J jnl
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language.
CoRR
Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
2021 — conf
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media.
FIRE (Working Notes)
Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
2021 — conf
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding.
NAACL-HLT
Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
2021 B conf
FEDBS: Learning on Non-IID Data in Federated Learning using Batch Normalization.
ICTAI
Meryem Janati Idrissi, Ismail Berrada, Guevara Noubir
2021 — conf
On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings.
Canadian AI
Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
2021 J jnl
One Step Further Towards Real-Time Driving Maneuver Recognition Using Phone Sensors.
IEEE Trans. Intell. Transp. Syst.
Salah-Eddine Ramah, Afaf Bouhoute, Karim Boubouh, Ismail Berrada
2020 — conf
Analyzing Driving Behavior: Towards Dynamic Driver Profiling.
ADHOCNETS
Anas Ouardini, Imane El Ouazzany Ech-chahedy, Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili
2020 — conf
Energy Efficient Adaptive GPS Sampling Using Accelerometer Data.
ADHOCNETS
Saad Ezzini, Ismail Berrada
2020 — conf
On the Application of Machine Learning for Cut-in Maneuver Recognition in Platooning Scenarios.
VTC Spring
Afaf Bouhoute, Mohamed Mosbah, Akka Zemmari, Ismail Berrada
2020 — conf
Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification.
WANLP@COLING
Abdellah El Mekki, Ahmed Alami, Hamza Alami, Ahmed Khoumsi, Ismail Berrada
2019 J jnl
A Hypergraph Based Approach for the 4-Constraint Satisfaction Problem Tractability.
CoRR
Rachid Oucheikh, Ismail Berrada, Outman El Hichami
2019 J jnl
Advanced Driving Behavior Analytics for an Improved Safety Assessment and Driver Fingerprinting.
IEEE Trans. Intell. Transp. Syst.
Afaf Bouhoute, Rachid Oucheikh, Karim Boubouh, Ismail Berrada
2019 J jnl
Improving Driver Identification for the Next-Generation of In-Vehicle Software Systems.
IEEE Trans. Veh. Technol.
Abdellah El Mekki, Afaf Bouhoute, Ismail Berrada
2019 C conf
Predicting Driver Lane Change Maneuvers Using Driver's Face.
WINCOM
Abdellatif Moussaid, Ismail Berrada, Mohamed El-Kamili, Khalid Fardousse
2019 C conf
Real Time Traffic Light Detection and Classification using Deep Learning.
WINCOM
Zakaria Ennahhal, Ismail Berrada, Khalid Fardousse
2019 J jnl
Scalable framework for green large cognitive radio networks.
Cogn. Comput. Syst.
Imane Daha Belghiti, Ismail Berrada, Mohamed El-Kamili
2018 J jnl
Minimizing Cost Travel in Multimodal Transport Using Advanced Relation Transitive Closure.
Adv. Oper. Res.
Rachid Oucheikh, Ismail Berrada, Lahcen Omari
2018 J jnl
Who is behind the wheel? Driver identification and fingerprinting.
J. Big Data
Saad Ezzini, Ismail Berrada, Mounir Ghogho
2017 — conf
Adaptive Educational Hypermedia Systems: Current Developments and Challenges.
BDCA
Kenza Sakout Andaloussi, Laurence Capus, Ismail Berrada
2017 B conf
Including Personality Traits, Inferred from Social Networks, in Building Next Generation of AEHS.
SCA
Kenza Sakout Andaloussi, Laurence Capus, Ismail Berrada
2017 C conf
Predicting lane change maneuvers using inverse reinforcement learning.
WINCOM
Abdelhaq Zouzou, Afaf Bouhoute, Karim Boubouh, Mohamed El-Kamili, Ismail Berrada
2017 C conf
Traffic sign recognition using convolutional neural networks.
WINCOM
Kaoutar Sefrioui Boujemaa, Afaf Bouhoute, Karim Boubouh, Ismail Berrada
2016 J jnl
Coalitional game-based behavior analysis for spectrum access in cognitive radios.
Wirel. Commun. Mob. Comput.
Imane Daha Belghiti, Mouna Elmachkour, Ismail Berrada, Abdellatif Kobbane, Jalel Ben-Othman
2016 — conf
Context-Aware Driving Assistance: An Approach for Monitoring-Based Modeling and Self-learning Cars.
UNet
Afaf Bouhoute, Rachid Oucheikh, Ismail Berrada
2016 C conf
Foreword.
WINCOM
Mohamed El-Kamili, Ismail Berrada, Abdelmajid Badri, Hicham Ghennioui
2016 — conf
The 4-Octahedron Abstract Domain.
NETYS
Rachid Oucheikh, Ismail Berrada, Outman El Hichami
2015 C conf
A holistic approach for modeling and verification of human driver behavior.
WINCOM
Afaf Bouhoute, Rachid Oucheikh, Yassine Zahraoui, Ismail Berrada
2015 J jnl
An Algebraic Method for Analysing Control Flow of BPMN Models.
Int. J. Recent Contributions Eng. Sci. IT
Outman El Hichami, Mohamed Naoum, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir
2015 — conf
Improving Cognitive Radio Wireless Network Performances Using Clustering Schemes and Coalitional Games.
NETYS
Imane Daha Belghiti, Ismail Berrada, Mohamed El-Kamili
2015 — conf
Towards a Formal Semantics and Analysis of BPMN Gateways.
NETYS
Outman El Hichami, Mohamed Naoum, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir
2015 — conf
Towards an Optimal Pricing for Mobile Virtual Network Operators.
NETYS
Mohammed Raiss El-Fenni, Mohamed El-Kamili, Sidi Ahmed Ezzahidi, Ismail Berrada, El-Houssine Bouyakhf
2014 — conf
A Formal Driving Behavior Model for Intelligent Transportation Systems.
NETYS
Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili
2014 B conf
A formal model of human driving behavior in vehicular networks.
IWCMC
Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili
2014 C conf
Controlling messages for probabilistic routing protocols in Delay-Tolerant Networks.
ISCC
Ahmed El Ouadrhiri, Imane Rahmouni, Mohamed El-Kamili, Ismail Berrada
2014 — conf
Green opportunistic access for CRN with selfish users using coalitional game approach in partition form.
CIST
Imane Daha Belghiti, Mouna Elmachkour, Ismail Berrada, Abdellatif Kobbane
2014 — conf
Short: Graphical Specification and Automatic Verification of Business Process.
NETYS
Outman El Hichami, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir
2014 — conf
Towards formal verification of business process using a graphical specification.
CIST
Outman El Hichami, Badr Eddine El Mohajir, Mohammed Al Achhab, Ismail Berrada, Rachid Oucheikh
2014 C conf
Visual Specification Language and Automatic Checking of Business Process.
VECoS
Outman El Hichami, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir
2010 — conf
Automated Robustness Testing for Reactive Systems: Application to Communicating Protocols.
IICS
Fares Saad-Khorchef, Ismail Berrada, Antoine Rollet, Richard Castanet
2010 A conf
Online Testing Framework for Web Services.
ICST
Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada
2009 — conf
Testing Web Services Composition Using the TGSE Tool.
SERVICES I
Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada
2008 — conf
Optimal tester synthesis for real-time systems.
NOTERE
Rachid Bouaziz, Ismail Berrada
2008 C conf
Testing Component-Based Real Time Systems.
SNPD
Rachid Bouaziz, Ismail Berrada
2006 — conf
Test Case Minimization for Real-Time Systems Using Timed Bound Traces.
TestCom
Ismail Berrada, Richard Castanet, Patrick Félix, Aziz Salah
2005 — conf
Testing Communicating Systems: a Model, a Methodology, and a Tool.
TestCom
Ismail Berrada, Richard Castanet, Patrick Félix
2004 J jnl
From The Feasability Analysis To Real-Time Test Generation.
Stud. Inform. Univ.
Ismail Berrada, Richard Castanet, Patrick Félix