| Fed-anids: Federated learning for anomaly-based network intrusion detection systems MJ Idrissi, H Alami, A El Mahdaouy, A El Mekki, S Oualil, Z Yartaoui, ... Expert Systems with Applications 234, 121000, 2023 | 176 | 2023 |
| An unsupervised method for extractive multi-document summarization based on centroid approach and sentence embeddings S Lamsiyah, A El Mahdaouy, B Espinasse, SEA Ouatik Expert Systems with Applications 167, 114152, 2021 | 74 | 2021 |
| Unsupervised extractive multi-document summarization method based on transfer learning from BERT multi-task fine-tuning S Lamsiyah, AE Mahdaouy, SEA Ouatik, B Espinasse Journal of Information Science 49 (1), 164-182, 2023 | 63 | 2023 |
| Deep multi-task model for sarcasm detection and sentiment analysis in Arabic language A El Mahdaouy, A El Mekki, K Essefar, N El Mamoun, I Berrada, ... Proceedings of the Sixth Arabic Natural Language Processing Workshop, 334-339, 2021 | 58 | 2021 |
| Improving Arabic information retrieval using word embedding similarities A El Mahdaouy, SO El Alaoui, E Gaussier International Journal of Speech Technology 21 (1), 121-136, 2018 | 57 | 2018 |
| Arabic Text Classification Based on Word and Document Embeddings A El Mahdaouy, E Gaussier, S Ouatik El Alaoui Proceedings of the International Conference on Advanced Intelligent Systems …, 2016 | 46 | 2016 |
| Domain adaptation for Arabic cross-domain and cross-dialect sentiment analysis from contextualized word embedding A El Mekki, A El Mahdaouy, I Berrada, A Khoumsi Proceedings of the 2021 conference of the North American chapter of the …, 2021 | 44 | 2021 |
| Word-embedding-based pseudo-relevance feedback for Arabic information retrieval A El Mahdaouy, SO El Alaoui, E Gaussier Journal of information science 45 (4), 429-442, 2019 | 36 | 2019 |
| AdaSL: An unsupervised domain adaptation framework for Arabic multi-dialectal sequence labeling A El Mekki, A El Mahdaouy, I Berrada, A Khoumsi Information Processing & Management 59 (4), 102964, 2022 | 32 | 2022 |
| Unsupervised query-focused multi-document summarization based on transfer learning from sentence embedding models, BM25 model, and maximal marginal relevance criterion S Lamsiyah, A El Mahdaouy, S Ouatik El Alaoui, B Espinasse Journal of Ambient Intelligence and Humanized Computing 14, 1401–1418, 2023 | 29* | 2023 |
| A Study of Association Measures and their Combination for Arabic MWT Extraction A El Mahdaouy, S Ouatik El Alaoui, E Gaussier 10th International Conference on Terminology and Artificial Intelligence …, 2013 | 22 | 2013 |
| BERT-based multi-task model for country and province level MSA and dialectal Arabic identification A El Mekki, A El Mahdaouy, K Essefar, N El Mamoun, I Berrada, ... Proceedings of the sixth Arabic natural language processing workshop, 271-275, 2021 | 21 | 2021 |
| DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension H Alami, A El Mahdaouy, A Benlahbib, N En-Nahnahi, I Berrada, ... Journal of King Saud University-Computer and Information Sciences 35 (8), 101709, 2023 | 20 | 2023 |
| A deep autoencoder-based representation for Arabic text categorization FZ El-Alami, A El Mahdaouy, SO El Alaoui, N En-Nahnahi Journal of Information and Communication Technology 19 (3), 381-398, 2020 | 20 | 2020 |
| OMCD: Offensive Moroccan comments dataset K Essefar, H Ait Baha, A El Mahdaouy, A El Mekki, I Berrada Language Resources and Evaluation 57 (4), 1745-1765, 2023 | 18 | 2023 |
| A Supervised Method for Extractive Single Document Summarization based on Sentence Embeddings and Neural Networks S Lamsiyah, A El Mahdaouy, SEA Ouatik, B Espinasse Advanced Intelligent Systems for Sustainable Development (AI2SD’2019 …, 2020 | 17 | 2020 |
| DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification A El Mahdaouy, S Lamsiyah, M Janati Idrissi, H Alami, Z Yartaoui, ... arXiv preprint arXiv:2409.09143, 2024 | 16 | 2024 |
| Fine-tuning a large language model with reinforcement learning for educational question generation S Lamsiyah, A El Mahdaouy, A Nourbakhsh, C Schommer International Conference on Artificial Intelligence in Education, 424-438, 2024 | 16 | 2024 |
| Cs-um6p at semeval-2022 task 6: Transformer-based models for intended sarcasm detection in english and arabic A El Mahdaouy, A El Mekki, K Essefar, A Skiredj, I Berrada Proceedings of the 16th International Workshop on Semantic Evaluation …, 2022 | 14 | 2022 |
| Exploring term proximity statistic for Arabic information retrieval A El Mahdaouy, E Gaussier, S Ouatik El Alaoui Information Science and Technology (CIST), 2014 Third IEEE International …, 2014 | 13 | 2014 |
Ismail BerradaUniversity Mohammed 6 Polytechnic (UM6P)Verified email at um6p.ma
