97
Publications
238
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Sous-domaines
Apprentissage automatique
50 publication(s)
Apprentissage profond
5 publication(s)
IA générative
0 publication(s)
Systèmes experts
0 publication(s)
Traitement automatique du langage
16 publication(s)
Vision par ordinateur
6 publication(s)
Publications
97 publication(s) trouvée(s)
Article scientifique
A novel hybrid model based on Hodrick–Prescott filter and support vector regression algorithm for optimizing stock market price prediction
Predicting stock market price is considered as a challenging task of financial time series analysis, which is of great interest …
Article scientifique
Mix Multiple Features to Evaluate the Content and the Linguistic Quality of Text Summaries
In this article, we propose a method of text summary's content and linguistic quality evaluation that is based on a …
Article scientifique
Improved gradient local ternary patterns for facial expression recognition
Automated human emotion detection is a topic of significant interest in the field of computer vision. Over the past decade, …
Article scientifique
An innovative multi-segment strategy for the classification of legal judgments using the k-nearest neighbour classifier
The classification of legal documents has been receiving considerate attention over the last few years. This is mainly because of …
Article scientifique
A Sentiment Analysis Tool for Determining the Promotional Success of Fashion Images on Instagram
Sentiment Analysis (SA) or Opinion Mining is the process of analysing natural language texts to detect an emotion or a …
Article scientifique
Strategies for building wordnets for under-resourced languages: The case of African languages
The African Wordnet Project (AWN) aims at building wordnets for five African languages: Setswana, isiXhosa, isiZulu, Sesotho sa Leboa (also …
Article scientifique
Machine Learning Approach to Evaluate MultiLingual Summaries
The present paper introduces a new Multiling text summary evaluation method. This method relies on machine learning approach which operates …
Article scientifique
Toward a Web-based Speech Corpus for Algerian Dialectal Arabic Varieties
The success of machine learning for automatic speech processing has raised the need for large scale datasets. However, collecting such …
Article scientifique
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts
There have been many attempts at automatically recognising author personality traits from text, typically incorporating linguistic features with conventional machine …
Article scientifique
Sentiment Analysis of Tunisian Dialects: Linguistic Ressources and Experiments
Dialectal Arabic (DA) is significantly different from the Arabic language taught in schools and used in written communication and formal …
Article scientifique
Arabic WordNet: New Content and New Applications
The Arabic WordNet project has provided the Arabic Natural Language Processing (NLP) community with the first WordNet-compliant resource.It allowed new …
Article scientifique
A Trainable Spaced Repetition Model for Language Learning
We present half-life regression (HLR), a novel model for spaced repetition practice with applications to second language acquisition. HLR combines …
Thèse
Optimisation du Trafic Routier dans les Villes Intelligentes en Utilisant les Techniques du Machine Learning
La congestion routière est l’un des défis les plus structurants des métropoles contem- poraines. Elle grève l’économie, jusqu’à près de …
Thèse
Computer Vision for Multi-Category African Plum (Safou) Defect Detection
The African plum (Dacryodes edulis, Safou) is a nutritionally and economically significant crop across West and Central Africa, yet it …
Thèse
Usages de l’intelligence artificielle générative à l’Université Norbert Zongo du Burkina Faso : analyse des implications pédagogiques et éthiques
Les récentes avancées technologiques ont favorisé l’émergence de l’intelligence artificielle générative (IAG), entendue dans cette étude comme une technologie capable …
Thèse
Stabilité et Robustesse des classifieurs contours basés sur les réseaux de neurones profonds
Les réseaux de neurones profonds (Deep Neural Networks) ont démontré des performances remarquables dans de nombreux systèmes de classification, en …
Thèse
An end-to-end transformer based approach for disease prediction from metagenomic data
The human gut microbiome is a complex and diverse ecosystem composed of millions of microorganisms spanning thousands of species. It …
Thèse
Enhanced Diagnostic and Interpretable Model for Febrile Diseases Using Explainable AI and Large Language Model
Tropical febrile diseases pose significant public health challenges in tropical regions, particularly in resource-limited settings, where timely and accurate diagnoses …
Thèse
Design and Implementation of a Sustainable Cyber-Physical Urban Mobility System in Developing Countries
Le présent travail porte sur la conception et la mise en œuvre d'un Système de Mobilité Urbaine Cyber-Physique (SMUCP) dans …
Thèse
A Bird Surveillance Approach Based on Deep Learning
Monitoring wildlife, particularly migratory birds in wetlands and their natural habitat, presents significant challenges due to the unique requirement for …