Kernel Based Approach for High Dimensional Heterogeneous Image Features Management in CBIR Context. - Imane Daoudi; Khalid Idrissi; Saîd El Alaoui Ouatik (ACIVS, 2008)

Kernel region approximation blocks for indexing heterogonous databases. - Imane Daoudi; Khalid Idrissi; Saîd El Alaoui Ouatik (ICME, 2008)

Vector Approximation based Indexing for High-Dimensional Multimedia Databases. - Imane Daoudi; Saîd El Alaoui Ouatik; A. El Kharraz; Khalid Idrissi; Driss Aboutajdine (Eng. Lett., 2008)

A Novel Shape Descriptor Based on Extreme Curvature Scale Space Map Approach for Efficient Shape Similarity Retrieval. - Hassan Silkan; Saîd El Alaoui Ouatik; Abdelmounim Lachkar; Mohammed Meknassi (SITIS, 2009)

An efficient high-dimensional indexing method for content-based retrieval in large image databases. - Imane Daoudi; Khalid Idrissi; Saîd El Alaoui Ouatik; Atilla Baskurt; Driss Aboutajdine (Signal Process. Image Commun., 2009)

Stemming versus Light Stemming for measuring the simitilarity between Arabic Words with Latent Semantic Analysis model. - Hanane Froud; Abdelmonaime Lachkar; Saîd El Alaoui Ouatik (CIST, 2012)

Stemming for Arabic words similarity measures based on Latent Semantic Analysis model. - Hanane Froud; Abdelmonaime Lachkar; Saïd El Alaoui Ouatik (ICMCS, 2012)

A new and efficient stemming technique for Arabic Text Categorization. - Meryeme Hadni; Abdelmounaime Lachkar; Saïd El Alaoui Ouatik (ICMCS, 2012)

A comparative study of root-based - Hanane Froud; Abdelmounim Lachkar; Saîd El Alaoui Ouatik (CoRR, 2012)

Arabic text summarization based on latent semantic analysis to enhance arabic documents clustering - Hanane Froud; Abdelmounim Lachkar; Saîd El Alaoui Ouatik (CoRR, 2013)

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)

Exploring term proximity statistic for Arabic information retrieval. - Abdelkader El Mahdaouy; Éric Gaussier; Saïd El Alaoui Ouatik (CIST, 2014)

A comparative study of biomedical named entity recognition methods based machine learning approach. - Mohammed Rais; Abdelmonaime Lachkar; Abdelhamid Lachkar; Saïd El Alaoui Ouatik (CIST, 2014)

A Study of Association Measures and their Combination for Arabic MWT Extraction. - Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik; Éric Gaussier (CoRR, 2014)

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

Biomedical Question Types Classification using Syntactic and Rule based Approach. - Mourad Sarrouti; Abdelmonaime Lachkar; Saïd El Alaoui Ouatik (KDIR, 2015)

NCA: New Cooperative Algorithm for Reducing Topology Control Packets in OLSR. - Adil Benabbou; Abdelali Boushaba; Azeddine Zahi; Rachid Benabbou; Mohammed Oumsis; Saïd El Alaoui Ouatik (J. Networks, 2015)

Advance procedure for resource reservation QoSNSLP Signaling based. - Abdelkarim Taam; Hjiaj Hassane; Saïd El Alaoui Ouatik; Mohammed Oumsis; Brahim Raouyane (J. Networks, 2015)

Arabic Text Classification Based on Word and Document Embeddings. - Abdelkader El Mahdaouy; Éric Gaussier; Saïd El Alaoui Ouatik (AISI, 2016)

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)

Semantically enhanced term frequency based on word embeddings for Arabic information retrieval. - Abdelkader El Mahdaouy; Said Ouatik El Alaoui; Éric Gaussier (CIST, 2016)

Integration of data sources in an automatic corrector of Arabic texts. - Jaouad Outifa; Si Lhoussain Aouragh; Saïd El Alaoui Ouatik (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)

Improvement of GPSR protocol by using future position estimation of participating nodes in vehicular ad-hoc Networks. - Zineb Squalli Houssaini; Imane Zaimi; Mohammed Oumsis; Saïd El Alaoui Ouatik (WINCOM, 2016)

Study of magnitude and extended relative phase information for color texture retrieval in L*a*b* color space. - Enrif Madina; Ahmed Drissi El Maliani; Mohammed El Hassouni; Said Ouatik El Alaoui (WINCOM, 2016)

Word sense disambiguation for arabic text categorization. - Meryeme Hadni; Saïd El Alaoui Ouatik; Abdelmonaime Lachkar (Int. Arab J. Inf. Technol., 2016)

Extreme curvature scale space for efficient shape similarity retrieval. - Hassan Silkan; Saïd El Alaoui Ouatik; Abdelmounaime Lachkar (Int. Arab J. Inf. Technol., 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)

A Biomedical Question Answering System in BioASQ 2017. - Mourad Sarrouti; Said Ouatik El Alaoui (BioNLP, 2017)

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)

A rule-based method for Arabic question classification. - Imane Lahbari; Saïd El Alaoui Ouatik; Khalid Alaoui Zidani (WINCOM, 2017)

A Yes/No Answer Generator Based on Sentiment-Word Scores in Biomedical Question Answering. - Mourad Sarrouti; Said Ouatik El Alaoui (Int. J. Heal. Inf. Syst. Informatics, 2017)

A passage retrieval method based on probabilistic information retrieval model and UMLS concepts in biomedical question answering. - Mourad Sarrouti; Said Ouatik El Alaoui (J. Biomed. Informatics, 2017)

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

Résumé automatique guidé de textes: État de l'art et perspectives. - Salima Lamsiyah; Said Ouatik El Alaoui; Bernard Espinasse (CORIA, 2018)

Word Sense Representation based-method for Arabic Text Categorization. - Fatima-Zahra El-Alami; Said Ouatik El Alaoui (ISIVC, 2018)

Résumé automatique guidé de textes: État de l'art et perspectives (Guided Summarization : State-of-the-art and perspectives ). - Salima Lamsiyah; Said Ouatik El Alaoui; Bernard Espinasse (CORIA-TALN-RJC (DeFT), 2018)

Trade-off between accuracy, cost, and QoS using a beacon-on-demand strategy and Kalman filtering over a VANET. - Zineb Squalli Houssaini; Imane Zaimi; Maroua Drissi; Mohammed Oumsis; Saïd El Alaoui Ouatik (Digit. Commun. Networks, 2018)

Toward a new arabic question answering system. - Imane Lahbari; Said Ouatik El Alaoui; Khalid Alaoui Zidani (Int. Arab J. Inf. Technol., 2018)

Improving Arabic information retrieval using word embedding similarities. - Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik; Éric Gaussier (Int. J. Speech Technol., 2018)

Not all the questions are (equally) difficult. An hybrid approach to CQA in Arabic. - Imane Lahbari; Horacio Rodríguez; Said Ouatik El Alaoui (Proces. del Leng. Natural, 2018)

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)

Should one use term proximity or multi-word terms for Arabic information retrieval? - Abdelkader El Mahdaouy; Éric Gaussier; Saïd El Alaoui Ouatik (Comput. Speech Lang., 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)

Word-embedding-based pseudo-relevance feedback for Arabic information retrieval. - Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik; Éric Gaussier (J. Inf. Sci., 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)

A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval. - Zakariae Abbad; Ahmed Drissi El Maliani; Said Ouatik El Alaoui; Mohammed El Hassouni (WINCOM, 2020)

SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions. - Mourad Sarrouti; Said Ouatik El Alaoui (Artif. Intell. Medicine, 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)

An unsupervised method for extractive multi-document summarization based on centroid approach and sentence embeddings. - Salima Lamsiyah; Abdelkader El Mahdaouy; Bernard Espinasse; Saïd El Alaoui Ouatik (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)

New language models for spelling correction. - Saida Laaroussi; Si Lhoussain Aouragh; Abdellah Yousfi; Mohammed Nejja; Hicham Gueddah; Said Ouatik El Alaoui (Int. Arab J. Inf. Technol., 2022)

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)

The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval. - Zakariae Abbad; Ahmed Drissi El Maliani; Said Ouatik El Alaoui; Mohammed El Hassouni; Mohamed Tahar Kadaoui Abbassi (J. Math. Imaging Vis., 2022)

Unsupervised extractive multi-document summarization method based on transfer learning from BERT multi-task fine-tuning. - Salima Lamsiyah; Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik; Bernard Espinasse (J. Inf. Sci., 2023)

Unsupervised query-focused multi-document summarization based on transfer learning from sentence embedding models, BM25 model, and maximal marginal relevance criterion. - Salima Lamsiyah; Abdelkader El Mahdaouy; Said Ouatik El Alaoui; Bernard Espinasse (J. Ambient Intell. Humaniz. Comput., 2023)

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)

Exploring multivariate generalized gamma manifold for color texture retrieval. - Zakariae Abbad; Ahmed Drissi El Maliani; Said Ouatik El Alaoui; Mohammed El Hassouni; Mohamed Tahar Kadaoui Abbassi (Pattern Recognit., 2023)

BioMDSum: An Effective Hybrid Biomedical Multi-Document Summarization Method Based on PageRank and Longformer Encoder-Decoder. - Azzedine Aftiss; Salima Lamsiyah; Said Ouatik El Alaoui; Christoph Schommer (IEEE Access, 2024)

Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles. - Azzedine Aftiss; Salima Lamsiyah; Christoph Schommer; Said Ouatik El Alaoui (COLING Workshops, 2025)