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Such an adaptation requires the adoption of adequate cultural frameworks as Hofstede''s 6-D Model (Hofstede et al., 2010). A major limitation of Hofstede''s model is the missing consideration for
Once a strictly consistent scoring function is chosen, it is best used for both: as loss function for model training and as metric/score in model evaluation and model comparison.
The baseline comparison showed no statistically significant difference between the two groups. The KOOS-Child scale was translated into Moroccan Dialectal Arabic without encountering
However, hypovitaminosis D is a global public health problem. This study aimed to develop and validate a sun exposure score (SES) and correlate it with serum 25-hydroxyvitamin D
The comparison of the scores between North and Northwest regions of Morocco and Hofstede''s Moroccan national score following the T-test statistical analysis shows differences between at least
Jeannin S, Bourg V, Berthier F, et al. Phenotypical aspects and clinical course of multiple sclerosis in 76 patients with a North African ethnic background followed at the Nice University Hospital.
MDER-MA, a Multimodal Emotion Recognition Dataset for Moroccan Arabic, contain 5288 data items that express one of the four emotions: Happy, Sad, Angry, and Neutral, expressed in four
This article aims to study and measure the Moroccan national culture in a work context through the Hofstede"s model. Being in a cultural context marked by strong religiosity, the article proposes
In this paper, a new contribution to the Arabic resources is presented as a large Moroccan dataset retrieved from Twitter and carefully annotated by native speakers. For the best of
This research systematically compared prevailing methodologies and hybrid ML models for forecasting Moroccan stock market prices, incorporating key fea-ture sectors to assess their impact
Results We present single nucleotide variant (SNV) results from whole genome sequencing (WGS) of three Moroccans. From a total of 5.9 million SNVs detected, over 200,000 were not identi ed by
This paper presents a comparative benchmark evaluating the performance of Typica.ai''s custom Moroccan Darija toxicity detection model against major LLM-based moderation APIs: OpenAI (omni
Abstract: This paper evaluates the financial performance of companies from different sectors on the Moroccan financial market, using the Beneish M-Score model. Initially developed to detect financial
Through the review of experimental studies, this paper presents evidence on the ef-fectiveness of AI and Federated Learning techniques in improving the predictive accu-racy of credit scoring...
We introduce novel hybrid models, including SVR-XGBoost, MLP-XGBoost, and LSTM-XGBoost, to enhance predictive accuracy. For that, we performed comprehensive data
Unlike prior benchmarks, which assume single-answer MCQs with uniform option sets, Moroccan legal assessments often re-quire selecting multiple correct options from vari-able sets—prompting the
Comprising over 1,700 expert-validated multiple-choice questions derived from authentic legal texts, MizanQA reflects the linguistic and conceptual complexity of Moroccan legal discourse.
This dataset captures authentic Moroccan emotional expressions across all Moroccan regions, making it valuable for research in cross-cultural emotion modeling and culturally aware AI
The efect of these three multi-model approaches is assessed for projected changes of mean precipitation and temperature as well as four extreme indices over northern Morocco. We analyze
AI This study investigates the severity of multiple sclerosis (MS) in a cohort of Moroccan patients, revealing significant findings that correlate with the disease''s prevalence in North African migrants. A
Diversity Score and the Incidence of Gestational Diabetes in Moroccan Pregnant Women Hamid Chamlal1*, Hassan Beddaa1, Youness Azemmour1, Fahd Elkhaloufi1, Abdeljabbar Rouani1, Khalid
The two models identified distinctively three variables as significant predictors of serum vitamin D concentration. VitD-FFQ vitamin D intake, sun exposure score, and urban localization are combined