Amélioration de la performance de l'analyse de la sémantique latente pour des corpus de petite taille. - Fadoua Ataa-Allah; Abderrahim El Qadi; Siham Boulaknadel; Driss Aboutajdine (EGC, 2005)

Recherche d'information en langue arabe : influence des paramètres linguistiques et de pondération en LSA. - Siham Boulaknadel; Fadoua Ataa-Allah (RECITAL (articles courts), 2005)

On-Line Single-Pass Clustering Based on Diffusion Maps. - Fadoua Ataa-Allah; William I. Grosky; Driss Aboutajdine (NLDB, 2007)

Document clustering based on diffusion maps and a comparison of the k-means performances in various spaces. - Fadoua Ataa-Allah; William I. Grosky; Driss Aboutajdine (ISCC, 2008)

Évaluation de l'analyse sémantique latente et du modèle vectoriel standard appliqués à la langue arabe. - Fadoua Ataa-Allah; Siham Boulaknadel; Abderrahim El Qadi; Driss Aboutajdine (Tech. Sci. Informatiques, 2008)

Amazigh Search Engine: Tifinaghe Character Based Approach. - Fadoua Ataa-Allah; Siham Boulaknadel (IKE, 2010)

Pseudo-racinisation de la langue amazighe. - Fadoua Ataa-Allah; Siham Boulaknadel (TALN (Articles courts), 2010)

Building a Standard Amazigh Corpus. - Siham Boulaknadel; Fadoua Ataa-Allah (IHCI, 2011)

Amazigh Verb Conjugator. - Fadoua Ataa-Allah; Siham Boulaknadel (LREC, 2014)

Amazigh verb in the Universal Networking Language. - Imane Taghablout; Fadoua Ataa-Allah; Mohamed El Marraki (AICCSA, 2015)

Finite-state transducer for Amazigh verbal morphology. - Fadoua Ataa-Allah (Digit. Scholarsh. Humanit., 2016)

A Hybrid Approach for Amazigh-English Machine Translation. - Imane Taghbalout; Fadoua Ataa-Allah (ICSENT, 2018)

Towards UNL-based machine translation for Moroccan Amazigh language. - Imane Taghbalout; Fadoua Ataa-Allah; Mohamed El Marraki (Int. J. Comput. Sci. Eng., 2018)

Amazigh spell checker using Damerau-Levenshtein algorithm and N-gram. - Youness Chaabi; Fadoua Ataa-Allah (J. King Saud Univ. Comput. Inf. Sci., 2022)

Amazigh biographical information extraction. - Fadoua Ataa-Allah; Siham Boulaknadel (Int. J. Knowl. Eng. Data Min., 2023)

An automatic speech recognition system for isolated Amazigh word using 1D & 2D CNN-LSTM architecture. - Mohamed Daouad; Fadoua Ataa-Allah; El Wardani Dadi (Int. J. Speech Technol., 2023)

Optimizing Whisper models for Amazigh ASR: a comparative analysis. - Mohamed Daouad; Fadoua Ataa-Allah; El Wardani Dadi (Int. J. Speech Technol., 2025)