Publications (123)
ARTICLE
Machine learning based Quality of Experience (QoE) Prediction Approach in Enterprise Multimedia Networks
HAMIDOU H. Omar, Justin P. KOURAOGO, Oumarou SIE, David Tapsoba
In this paper, we discuss quality of experience in multimedia networks. We present an architecture and a survey of machine learning methods to predict the quality of experience in an enterprise multimedia network environment. Our approach is based on subjective methods. It consists of the use PRTG (Paessler Router Traffic Grapher) for QoS (qua(...)
quality of experience (QoE), machine learning (LM)
COMMUNICATION
Construire une intelligence artificielle de confiance en santé
Aristide Relwendé Yaméogo, Aimé Florent Somda, Patrice Zabsonré, Joel Colloc
Dans la pratique médicale, le processus de développement des outils informatiques et en particulier de l’intelligence artificielle (IA) est une étape importante pour son acceptabilité et son appropriation par les utilisateurs finaux. Ce processus est d’autant plus complexe car elle fait intervenir de nouveaux acteurs qui se doivent de respecte(...)
confiance, intelligence artificielle, conception, desin thinking
COMMUNICATION
Compétences numériques des étudiants de l’UFR/SDS
Yaméogo RA, Guingané NA, Tapsoba JB, Méda N, Zabsonré P, Sanou A
Introduction : La compétence numérique est un ensemble d’aptitudes relatives à une utilisation
confiante, critique et créative du numérique pour atteindre des objectifs liés à l’apprentissage,
au travail, aux loisirs, à l’inclusion dans la société ou à la participation à celle-ci. Elles sont devenues
importantes pour l’apprentissage et l’ac(...)
compétences numériques – Information – Sécurité – Autoformation – Burkina Faso
COMMUNICATION
Intelligence digitale des étudiants de l’UFR/SDS
Yaméogo RA, Guingané NA, Zongo A, Sanou A, Méda N, Zabsonré P
Introduction : L’intelligence numérique est la somme des capacités sociales, émotionnelles et
cognitives qui permettent aux individus de faire face aux défis et de s’adapter aux exigences de la
vie dans le monde numérique. Avec le développement de l’enseignement à partir des TIC, il est très
important pour les étudiants d’avoir les compéten(...)
Mots clés non renseignés
ARTICLE
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning,
Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé
Representation learning of source code is essential for applying machine learning to software engineering tasks. Learning code representation from a multilingual source code dataset has been shown to be more effective than learning from single-language datasets separately, since more training data from multilingual dataset improves the model's(...)
Machine learning, Code representation learning
ARTICLE
Study of an Approach Based on the Analysis of Computer Program Execution Traces for the Detection of Vulnerabilities
Gouayon Koala, Didier Bassolé, Télesphore Tiendrébéogo, Oumarou Sié
Malicious attacks exploit software vulnerabilities to violate key security features in computer systems. In this paper, we review the related works of studies that propose mechanisms for detecting software vulnerabilities or ways to protect application data. The aim is to analyse how these mechanisms are exploited to detect software vulnerabil(...)
Detection, Vulnerabilities, Tracing, Attacks
COMMUNICATION
Interoperability approch for Hospital Information Systems based on the composition of web services
Lydie Simone KONE/TAPSOBA, Yaya TRAORE, Sadouanouan MALO
Nowadays, many health centers use Hospital Information Systems (HIS) for the daily management of center activities such as patient data management. In Burkina Faso, many HIS are used for patient data management but these systems cannot cooperate because the data sources are often heterogeneous. In order to guarantee a better diagnosis in patie(...)
Mots clés non renseignés
ARTICLE
Interoperability approach for Hospital Information Systems based on the composition of web services
Lydie Simone KONE/TAPSOBA, Yaya TRAORE, Sadouanouan MALO
Nowadays, many health centers use Hospital Information Systems (HIS) for the daily management of center activities such as patient data management. In Burkina Faso, many HIS are used for patient data management but these systems cannot cooperate because the data sources are often heterogeneous. In order to guarantee a better diagnosis in patie(...)
Web service composition Hospital Information System Interoperability ontology
ARTICLE
Measures To Enhance The Characterization Of Internet Exchange Points
Y. Dabone, T. F. Ouedraogo, O. Sie
The reliability of data transport on the Internet is one of the objectives of researchers in the field of computer science. Data such as videos and audio is becoming increasingly large. Therefore, transporting them over the Internet is becoming difficult. It has therefore been important to establish a method of locally interconnecting autonomo(...)
Mots clés non renseignés
ARTICLE
The Status Of IXPs In Africa: Failure Or Success?
Dabone Yamba ; Tounwendyam Ouédraogo Frédéric ; Sié Oumarou
The importance of the Internet requires its use in all parts of the world. It is used in various fields. Thus, various technologies are being put in place for the improvement of the Internet ecosystem. One of the main technologies is the Internet Exchange Point (IXP). An IXP is an infrastructure where a multitude of networks connects to exchan(...)
Autonomous System, Internet Service Provider, Internet eXchange Point
COMMUNICATION
Modelling a Decision-support System of High Blood Pressure With an Object Oriented Fuzzy Vectorial Space Model
R. A.Yameogo , S.G.F.A Somda , P. Zabsonré , J. Colloc
The high blood pressure is a worldwide health risk factor.
A medical decision support system (MDSS) is implemented
with a fuzzy vectorial space object oriented
model and method (FVSOOMM) that uses the objects
involved in the clinical decision model (CDM) of high
blood pressure disease. This project of platform’s development
will enable t(...)
Object Oriented Model, Fuzzy Vectorial Space, High Blood Pressure, Decision Support System
ARTICLE
Comparison of Algorithms for the Detection of Plasmodium Falciparum: A Review of Machine Learning Based Approaches
Ouédraogo Josué; Guinko Ferdinand
Malaria is a disease caused by the bite of female Anopheles mosquitoes, and is most often manifested by symptoms such as fever, chills, fatigue and vomiting. Diagnosis of malaria is still based on manual identification of Plasmodium by microscopic examination of blood cells or by Rapid Diagnostic Tests. These methods have shown their limitatio(...)
Thin blood smear, Malaria disease detection, Deep learning, Image classification, Image segmentation
ARTICLE
Termino ontology Resources of Endogenous Agro-Sylvo Pastoral Practices for the Adaptation to Climate Change
Trawina, H., Traore, Y., Malo, S., Diop, I.
For the construction of the ontology of endogenous technical or practices for the adaptation of the agro-sylvo-pastoral domain to climate change, an important step is to identify the Termino-Ontological Resources (TOR). This article presents an overview of the main resources identified in the agro-sylvo-pastoral domain in general and the agric(...)
Ontological resources, Termino-ontology resources, agro-sylvo-pastoral
ARTICLE
Impact des points d'échange Internet sur les vitesses et la latence des FAI
Yamba Dabone; Tounwendyam Frédéric Ouedraogo; Pengwendé Justin Kouraogo
The Internet is a key element for development today. As a result, interconnection between network content providers and users is becoming increasingly important for Internet development around the world. At the heart of this internationalization are Internet exchange points, which are entities that allow all Internet players to connect directl(...)
Internet service provider, Internet exchange point
ARTICLE
Improving the Linkage of Internet Exchange Points Through Connected ISPs ASes
Yamba Dabone, Tounwendyam Frédéric Ouedraogo, Pengwendé Justin Kouraogo
The role played by Internet Exchange Points (IXP) in autonomous systems (ASes) interconnection makes them indispensable for Internet ecosystem evolution. Their implementation is therefore necessary in all regions of the world. So we are interested in the improvement of exchanges between Internet Service Provider (ISP) ASes through IXPs interco(...)
Mots clés non renseignés