A novel moments generation inspired by 3D spherical harmonics for robust 2D shape description. - Noureddine Ennahnahi; Adil Bouhouch; Mohammed Oumsis; Mohammed Meknassi (ICIP, 2009)

Improvement of the Disc Harmonic Moments Descriptor by an Exponentially Decaying Distance Transform. - Noureddine Ennahnahi; Mohammed Oumsis; Mohammed Meknassi (SSPR/SPR, 2010)

2D color shapes description by quaternion Disc-Harmonic moments. - Nisrine Dad; Noureddine Ennahnahi; Saïd El Alaoui Ouatik; Mohammed Oumsis (AICCSA, 2014)

Improvement of fingerprint matching by describing the minutiae neighborhood using a set of Quaternion Disc-Harmonic Moments. - Lamyae Haloui; Nisrine Dad; Noureddine Ennahnahi; Saïd El Alaoui Ouatik; Mohammed Oumsis (AICCSA, 2014)

Arabic text summarization based on graph theory. - Nabil Alami; Mohammed Meknassi; Saïd El Alaoui Ouatik; Noureddine Ennahnahi (AICCSA, 2015)

Using domain knowledge and bilingual resources for addressing community question answering for Arabic. - Yassine El Adlouni; Imane Lahbari; Horacio Rodríguez; Mohammed Meknassi; Said Ouatik El Alaoui; Noureddine Ennahnahi (CIST, 2016)

Impact of stemming on Arabic text summarization. - Nabil Alami; Mohammed Meknassi; Saïd El Alaoui Ouatik; Noureddine Ennahnahi (CIST, 2016)

Quaternion DISC-harmonic moments based on healpix sampling for fast 2D colour shape retrieval. - Nisrine Dad; Noureddine Ennahnahi; Saïd El Alaoui Ouatik; Mohammed Oumsis (ISIVC, 2016)

Minutiae neighborhood validation by Quaternion Zernike Moments forfingerprint matching. - Lamyae Haloui; Nisrine Dad; Noureddine Ennahnahi; Saïd El Alaoui Ouatik; Mohammed Oumsis (ISIVC, 2016)

Adaptation of spherical harmonic transform for color shape reconstruction and retrieval using quaternion algebra. - Nisrine Dad; Noureddine Ennahnahi; Saïd El Alaoui Ouatik; Mohammed Oumsis (J. Electronic Imaging, 2016)

UPC-USMBA at SemEval-2017 Task 3: Combining multiple approaches for CQA for Arabic. - Yassine El Adlouni; Imane Lahbari; Horacio Rodríguez; Mohammed Meknassi; Said Ouatik El Alaoui; Noureddine Ennahnahi (SemEval@ACL, 2017)

Combining minutiae triplets and quaternion orthogonal moments for fingerprint verification. - Lamyae Haloui; Noureddine Ennahnahi; Saïd El Alaoui Ouatik (J. Electronic Imaging, 2017)

An adverse drug effect mentions extraction method based on weighted online recurrent extreme learning machine. - Ed-drissiya El-allaly; Mourad Sarrouti; Noureddine Ennahnahi; Said Ouatik El Alaoui (Comput. Methods Programs Biomed., 2019)

A multi-approach to community question answering. - Yassine El Adlouni; Horacio Rodríguez; Mohammed Meknassi; Said Ouatik El Alaoui; Noureddine Ennahnahi (Expert Syst. Appl., 2019)

Enhancing unsupervised neural networks based text summarization with word embedding and ensemble learning. - Nabil Alami; Mohammed Meknassi; Noureddine Ennahnahi (Expert Syst. Appl., 2019)

Quaternion Harmonic moments and extreme learning machine for color object recognition. - Nisrine Dad; Noureddine Ennahnahi; Saïd El Alaoui Ouatik (Multim. Tools Appl., 2019)

LISAC FSDM-USMBA Team at SemEval-2020 Task 12: Overcoming AraBERT's pretrain-finetune discrepancy for Arabic offensive language identification. - Hamza Alami; Said Ouatik El Alaoui; Abdessamad Benlahbib; Noureddine Ennahnahi (SemEval@COLING, 2020)

Deep Neural Models and Retrofitting for Arabic Text Categorization. - Fatima-Zahra El-Alami; Said Ouatik El Alaoui; Noureddine Ennahnahi (Int. J. Intell. Inf. Technol., 2020)

Unsupervised neural networks for automatic Arabic text summarization using document clustering and topic modeling. - Nabil Alami; Mohammed Meknassi; Noureddine Ennahnahi; Yassine El Adlouni; Ouafae Ammor (Expert Syst. Appl., 2021)

Arabic Biomedical Community Question Answering Based on Contextualized Embeddings. - Yassine El Adlouni; Noureddine Ennahnahi; Said Ouatik El Alaoui; Mohammed Meknassi; Horacio Rodríguez; Nabil Alami (Int. J. Intell. Inf. Technol., 2021)

MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction. - Ed-drissiya El-allaly; Mourad Sarrouti; Noureddine Ennahnahi; Said Ouatik El Alaoui (Inf. Process. Manag., 2021)

An arabic question classification method based on new taxonomy and continuous distributed representation of words. - Hamza Alami; Noureddine Ennahnahi; Khalid Alaoui Zidani; Saïd El Alaoui Ouatik (J. King Saud Univ. Comput. Inf. Sci., 2021)

DeepCADRME: A deep neural model for complex adverse drug reaction mentions extraction. - Ed-drissiya El-allaly; Mourad Sarrouti; Noureddine Ennahnahi; Said Ouatik El Alaoui (Pattern Recognit. Lett., 2021)

An attentive joint model with transformer-based weighted graph convolutional network for extracting adverse drug event relation. - Ed-drissiya El-allaly; Mourad Sarrouti; Noureddine En-Nahnahi; Said Ouatik El Alaoui (J. Biomed. Informatics, 2022)

Embedding arabic questions by feature-level fusion of word representations for questions classification: It is worth doing? - Hamza Alami; Noureddine En-Nahnahi; Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik (J. King Saud Univ. Comput. Inf. Sci., 2022)

Arabic duplicate questions detection based on contextual representation, class label matching, and structured self attention. - Hamza Alami; Saïd El Alaoui Ouatik; Khalid Alaoui Zidani; Noureddine En-Nahnahi (J. King Saud Univ. Comput. Inf. Sci., 2022)

A multilingual offensive language detection method based on transfer learning from transformer fine-tuning model. - Fatima-Zahra El-Alami; Said Ouatik El Alaoui; Noureddine En-Nahnahi (J. King Saud Univ. Comput. Inf. Sci., 2022)

Contextual semantic embeddings based on fine-tuned AraBERT model for Arabic text multi-class categorization. - Fatima-Zahra El-Alami; Said Ouatik El Alaoui; Noureddine En-Nahnahi (J. King Saud Univ. Comput. Inf. Sci., 2022)

DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension. - Hamza Alami; Abdelkader El Mahdaouy; Abdessamad Benlahbib; Noureddine En-Nahnahi; Ismail Berrada; Saïd El Alaoui Ouatik (J. King Saud Univ. Comput. Inf. Sci., 2023)