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Ismail Berrada
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2020 – today
- 2024
- [j20]Abdelhak Bouayad
, Mohammed Akallouch, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada:
On the atout ticket learning problem for neural networks and its application in securing federated learning exchanges. J. Inf. Secur. Appl. 86: 103891 (2024) - [c58]Ismail Elbouknify
Student At-Risk Identification and Classification Through Multitask Learning: A Case Study on the Moroccan Education System. AIED (2) 2024: 372-380 - [c57]Abdelghafour Aboukacem
Investigating the Predictive Potential of Large Language Models in Student Dropout Prediction. AIED (2) 2024: 381-388 - [c56]Bashar Talafha, Karima Kadaoui, Samar M. 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:
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. EMNLP 2024: 21745-21758 - [c55]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. ArabicNLP 2024: 393-402 - [c54]Issam Yahia, Houdaifa Atou, Ismail Berrada:
Addax at WojoodNER 2024: Attention-Based Dual-Channel Neural Network for Arabic Named Entity Recognition. ArabicNLP 2024: 867-873 - [i14]Abderrahman Skiredj, Ismail Berrada:
Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need. CoRR abs/2401.04848 (2024) - [i13]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 abs/2405.16482 (2024) - [i12]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 abs/2407.09818 (2024) - [i11]Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada:
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification. CoRR abs/2409.09143 (2024) - [i10]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:
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. CoRR abs/2410.04527 (2024) - 2023
- [j19]Meryem Janati Idrissi
Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems. Expert Syst. Appl. 234: 121000 (2023) - [j18]Hamza Alami
DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension. J. King Saud Univ. Comput. Inf. Sci. 35(8): 101709 (2023) - [j17]Kabil Essefar
OMCD: Offensive Moroccan Comments Dataset. Lang. Resour. Evaluation 57(4): 1745-1765 (2023) - [c53]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: 577-597 - [c52]Mohammed Akallouch
Exploring the Risk Factors Influencing the Road Accident Severity: Prediction with Explanation. IWCMC 2023: 763-768 - [c51]Salima Lamsiyah
UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism. SemEval@ACL 2023: 644-650 - [c50]Hamza Alami, Abdessamad Benlahbib
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences. SemEval@ACL 2023: 856-861 - [c49]Abdelkader El Mahdaouy
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis. SemEval@ACL 2023: 1004-1010 - [c48]Salima Lamsiyah
UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic. ArabicNLP 2023: 558-564 - [c47]Abdelkader El Mahdaouy, Salima Lamsiyah
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition. ArabicNLP 2023: 777-782 - [c46]Hamza Alami, Meryem Janati Idrissi
Investigating Domain Adaptation for Network Intrusion Detection. WINCOM 2023: 1-7 - [c45]Ismail Elbouknify, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada, Abdelmajid Badri:
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis. WINCOM 2023: 1-8 - [c44]Meryem Janati Idrissi
NF-NIDS: Normalizing Flows for Network Intrusion Detection Systems. WINCOM 2023: 1-7 - [i9]Abdellah El Mekki, Muhammad Abdul-Mageed, El Moatez Billah Nagoudi, Ismail Berrada, Ahmed Khoumsi:
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting. CoRR abs/2310.18778 (2023) - [i8]Ismail Elbouknify, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada, Abdelmajid Badri:
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis. CoRR abs/2311.14462 (2023) - 2022
- [j16]Mohamed M'Haouach
NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning. IEEE Access 10: 124766-124776 (2022) - [j15]Mohammed Akallouch
Prediction and Privacy Scheme for Traffic Flow Estimation on the Highway Road Network. Inf. 13(8): 381 (2022) - [j14]Abdellah El Mekki
AdaSL: An Unsupervised Domain Adaptation framework for Arabic multi-dialectal Sequence Labeling. Inf. Process. Manag. 59(4): 102964 (2022) - [j13]Yassine Zahraoui, Khalid Errajraji, Salah-Eddine Ramah
Driver profiling: The pathway to deeper personalization. J. King Saud Univ. Comput. Inf. Sci. 34(10 Part B): 9088-9101 (2022) - [j12]Mohammed Akallouch
ASAYAR: A Dataset for Arabic-Latin Scene Text Localization in Highway Traffic Panels. IEEE Trans. Intell. Transp. Syst. 23(4): 3026-3036 (2022) - [j11]Kaoutar Sefrioui Boujemaa
Toward Road Safety Recommender Systems: Formal Concepts and Technical Basics. IEEE Trans. Intell. Transp. Syst. 23(6): 5211-5230 (2022) - [c43]Abdelkader El Mahdaouy
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic. SemEval@NAACL 2022: 844-850 - [c42]Abdellah El Mekki, Abdelkader El Mahdaouy
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: 1511-1517 - [i7]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 abs/2204.13515 (2022) - [i6]Abdelkader El Mahdaouy
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. CoRR abs/2206.08407 (2022) - [i5]Abdelkader El Mahdaouy
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic. CoRR abs/2206.08415 (2022) - 2021
- [j10]Kaoutar Sefrioui Boujemaa
ATTICA: A Dataset for Arabic Text-Based Traffic Panels Detection. IEEE Access 9: 93937-93947 (2021) - [j9]Salah-Eddine Ramah
One Step Further Towards Real-Time Driving Maneuver Recognition Using Phone Sensors. IEEE Trans. Intell. Transp. Syst. 22(10): 6599-6611 (2021) - [c41]Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi:
On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings. Canadian AI 2021 - [c40]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: 852-860 - [c39]Soufiane Oualil, Rachid Oucheikh, Mohamed El-Kamili, Ismail Berrada:
A Personalized Learning Scheme for Internet of Vehicles Caching. GLOBECOM 2021: 1-6 - [c38]Soufiane Oualil, Rachid Oucheikh, Mohamed El-Kamili, Ismail Berrada:
Benchmarking Classical and AI-based Caching Strategies in Internet of Vehicles. ICC Workshops 2021: 1-6 - [c37]Meryem Janati Idrissi
FEDBS: Learning on Non-IID Data in Federated Learning using Batch Normalization. ICTAI 2021: 861-867 - [c36]Abdellah El Mekki
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding. NAACL-HLT 2021: 2824-2837 - [c35]Nabil El Mamoun, Abdelkader El Mahdaouy
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity. SemEval@ACL/IJCNLP 2021: 585-589 - [c34]Kabil Essefar, Abdellah El Mekki, Abdelkader El Mahdaouy
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense. SemEval@ACL/IJCNLP 2021: 1135-1140 - [c33]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: 271-275 - [c32]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: 334-339 - [i4]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 abs/2102.11000 (2021) - [i3]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 abs/2106.12488 (2021) - [i2]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 abs/2106.12495 (2021) - 2020
- [c31]Anas Ouardini, Imane El Ouazzany Ech-chahedy, Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili:
Analyzing Driving Behavior: Towards Dynamic Driver Profiling. ADHOCNETS 2020: 179-190 - [c30]Saad Ezzini
Energy Efficient Adaptive GPS Sampling Using Accelerometer Data. ADHOCNETS 2020: 191-200 - [c29]Afaf Bouhoute, Mohamed Mosbah
On the Application of Machine Learning for Cut-in Maneuver Recognition in Platooning Scenarios. VTC Spring 2020: 1-5 - [c28]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: 268-274
2010 – 2019
- 2019
- [j8]Imane Daha Belghiti, Ismail Berrada, Mohamed El-Kamili
Scalable framework for green large cognitive radio networks. Cogn. Comput. Syst. 1(3): 79-84 (2019) - [j7]Afaf Bouhoute
Advanced Driving Behavior Analytics for an Improved Safety Assessment and Driver Fingerprinting. IEEE Trans. Intell. Transp. Syst. 20(6): 2171-2184 (2019) - [j6]Abdellah El Mekki
Improving Driver Identification for the Next-Generation of In-Vehicle Software Systems. IEEE Trans. Veh. Technol. 68(8): 7406-7415 (2019) - [c27]Zakaria Ennahhal, Ismail Berrada, Khalid Fardousse:
Real Time Traffic Light Detection and Classification using Deep Learning. WINCOM 2019: 1-7 - [c26]Abdellatif Moussaid
Predicting Driver Lane Change Maneuvers Using Driver's Face. WINCOM 2019: 1-7 - [i1]Rachid Oucheikh, Ismail Berrada, Outman El Hichami:
A Hypergraph Based Approach for the 4-Constraint Satisfaction Problem Tractability. CoRR abs/1905.09083 (2019) - 2018
- [j5]Rachid Oucheikh
Minimizing Cost Travel in Multimodal Transport Using Advanced Relation Transitive Closure. Adv. Oper. Res. 2018: 9579343:1-9579343:7 (2018) - [j4]Saad Ezzini
Who is behind the wheel? Driver identification and fingerprinting. J. Big Data 5: 9 (2018) - 2017
- [c25]Kenza Sakout Andaloussi
Adaptive Educational Hypermedia Systems: Current Developments and Challenges. BDCA 2017: 92:1-92:8 - [c24]Kenza Sakout Andaloussi
Including Personality Traits, Inferred from Social Networks, in Building Next Generation of AEHS. SCA 2017: 136-148 - [c23]Kaoutar Sefrioui Boujemaa, Afaf Bouhoute, Karim Boubouh
Traffic sign recognition using convolutional neural networks. WINCOM 2017: 1-6 - [c22]Abdelhaq Zouzou, Afaf Bouhoute, Karim Boubouh
Predicting lane change maneuvers using inverse reinforcement learning. WINCOM 2017: 1-7 - 2016
- [j3]Imane Daha Belghiti, Mouna Elmachkour, Ismail Berrada, Abdellatif Kobbane
Coalitional game-based behavior analysis for spectrum access in cognitive radios. Wirel. Commun. Mob. Comput. 16(14): 1910-1921 (2016) - [c21]Rachid Oucheikh
The 4-Octahedron Abstract Domain. NETYS 2016: 311-317 - [c20]Afaf Bouhoute, Rachid Oucheikh
Context-Aware Driving Assistance: An Approach for Monitoring-Based Modeling and Self-learning Cars. UNet 2016: 587-597 - [c19]Mohamed El-Kamili
Foreword. WINCOM 2016 - 2015
- [j2]Outman El Hichami, Mohamed Naoum
An Algebraic Method for Analysing Control Flow of BPMN Models. Int. J. Recent Contributions Eng. Sci. IT 3(3): 20-26 (2015) - [c18]Imane Daha Belghiti, Ismail Berrada, Mohamed El-Kamili
Improving Cognitive Radio Wireless Network Performances Using Clustering Schemes and Coalitional Games. NETYS 2015: 170-182 - [c17]Outman El Hichami
Towards a Formal Semantics and Analysis of BPMN Gateways. NETYS 2015: 474-478 - [c16]Mohammed Raiss El-Fenni
Towards an Optimal Pricing for Mobile Virtual Network Operators. NETYS 2015: 507-512 - [c15]Afaf Bouhoute, Rachid Oucheikh
A holistic approach for modeling and verification of human driver behavior. WINCOM 2015: 1-7 - 2014
- [c14]Outman El Hichami
Towards formal verification of business process using a graphical specification. CIST 2014: 12-17 - [c13]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: 425-429 - [c12]Ahmed El Ouadrhiri
Controlling messages for probabilistic routing protocols in Delay-Tolerant Networks. ISCC 2014: 1-6 - [c11]Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili
A formal model of human driving behavior in vehicular networks. IWCMC 2014: 231-236 - [c10]Afaf Bouhoute, Ismail Berrada, Mohamed El-Kamili
A Formal Driving Behavior Model for Intelligent Transportation Systems. NETYS 2014: 298-312 - [c9]Outman El Hichami
Short: Graphical Specification and Automatic Verification of Business Process. NETYS 2014: 341-346 - [c8]Outman El Hichami, Mohammed Al Achhab, Ismail Berrada, Badr Eddine El Mohajir:
Visual Specification Language and Automatic Checking of Business Process. VECoS 2014: 93-101 - 2010
- [c7]Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada:
Online Testing Framework for Web Services. ICST 2010: 363-372 - [c6]Fares Saad-Khorchef, Ismail Berrada, Antoine Rollet, Richard Castanet:
Automated Robustness Testing for Reactive Systems: Application to Communicating Protocols. IICS 2010: 409-421
2000 – 2009
- 2009
- [c5]Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada:
Testing Web Services Composition Using the TGSE Tool. SERVICES I 2009: 187-194 - 2008
- [c4]Rachid Bouaziz, Ismail Berrada:
Optimal tester synthesis for real-time systems. NOTERE 2008: 14:1-14:11 - [c3]Rachid Bouaziz, Ismail Berrada:
Testing Component-Based Real Time Systems. SNPD 2008: 888-894 - 2006
- [c2]Ismail Berrada, Richard Castanet, Patrick Félix, Aziz Salah:
Test Case Minimization for Real-Time Systems Using Timed Bound Traces. TestCom 2006: 289-305 - 2005
- [c1]Ismail Berrada, Richard Castanet, Patrick Félix:
Testing Communicating Systems: a Model, a Methodology, and a Tool. TestCom 2005: 111-128 - 2004
- [j1]Ismail Berrada, Richard Castanet, Patrick Félix:
From The Feasability Analysis To Real-Time Test Generation. Stud. Inform. Univ. 3(2): 203-230 (2004)
Coauthor Index
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last updated on 2024-11-15 20:37 CET by the dblp team
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