82
Publications
192
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Sous-domaines
Apprentissage automatique
41 publication(s)
Apprentissage profond
4 publication(s)
IA générative
0 publication(s)
Systèmes experts
0 publication(s)
Traitement automatique du langage
13 publication(s)
Vision par ordinateur
6 publication(s)
Publications
82 publication(s) trouvée(s)
Rapport
Novissi Togo - Harnessing Artificial Intelligence to Deliver Shock-Responsive Social Protection
Article scientifique
Identification of snails and parasites of medical importance via convolutional neural network: an application for human schistosomiasis
Abstract Schistosomiasis is a debilitating parasitic disease infecting over 250 million people with nearly 800 million people at risk worldwide, …
Article scientifique
MAPSS: An Intelligent Architecture for the Pedagogical Support
The multi-agent systems (MAS) are a part of artificial intelligence (AI), they have emerged today in the development of major …
Article scientifique
Think: Theory for Africa
Understanding the brain is one of the most challenging scientific problems faced by humanity.In addition to offering an improved understanding …
Article scientifique
Doc2Vec &Naïve Bayes: Learners’ Cognitive Presence Assessment through Asynchronous Online Discussion TQ Transcripts
Due to the lack of face to face interaction in online learning environment, this article aims essentially to give tutors …
Article scientifique
The Extended Arabic WordNet: a Case Study and an Evaluation using a Word Sense Disambiguation System
Arabic WordNet (AWN) represents one of the best-known lexical resources for the Arabic language.However, it contains various issues that affect …
Article scientifique
LIUM-MIRACL Participation in the MADAR Arabic Dialect Identification Shared Task
This paper describes the joint participation of the LIUM and MIRACL Laboratories at the Arabic dialect identification challenge of the …
Article scientifique
Multi-Dimensional Analysis to Predict Students’ Grades in Higher Education
This work enhances the analysis of the student performance in the high education level. This model categorizes the features according …
Thèse
Assessment of the Agroecological Transition of Farms in Burkina Faso through an Empirical Approach
Recent studies have shown that the world's agricultural production systems are not sustainable, and are struggling to feed the current …
Article scientifique
Sentiment Analysis on Naija-Tweets
Examining sentiments in social media poses a challenge to natural language processing because of the intricacy and variability in the …
Article scientifique
Knowledge Discovery in the Hadith According to the Reliability and Memory of the Reporters Using Machine Learning Techniques
Muslims suffer from not knowing the validity of the Hadiths or verification of its degree, which represented the second source …
Article scientifique
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks
Many state-of-the-art neural models for NLP are heavily parameterized and thus memory inefficient. This paper proposes a series of lightweight …
Article scientifique
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Ben Goodrich, Daniel Duckworth, Semih Yavuz, Amit Dubey, Kyu-Young Kim, Andy Cedilnik. …
Article scientifique
DDSA: A Defense Against Adversarial Attacks Using Deep Denoising Sparse Autoencoder
Given their outstanding performance, the Deep Neural Networks (DNNs) models have been deployed in many real-world applications. However, recent studies …
Article scientifique
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses
Matt Grenander, Yue Dong, Jackie Chi Kit Cheung, Annie Louis. Proceedings of the 2019 Conference on Empirical Methods in Natural …
Article scientifique
Face recognition with Bayesian convolutional networks for robust surveillance systems
Recognition of facial images is one of the most challenging research issues in surveillance systems due to different problems including …
Article scientifique
On Recommendation of Learning Objects Using Felder-Silverman Learning Style Model
The e-learning recommender system in learning institutions is increasingly becoming the preferred mode of delivery, as it enables learning anytime, …
Article scientifique
Large-scale e-learning recommender system based on Spark and Hadoop
The present work is a part of the ESTenLigne project which is the result of several years of experience for …
Article scientifique
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning
Julian Eisenschlos, Sebastian Ruder, Piotr Czapla, Marcin Kadras, Sylvain Gugger, Jeremy Howard. Proceedings of the 2019 Conference on Empirical Methods …
Article scientifique
Twitter Sentiment Analysis Based on Ordinal Regression
In recent years, research on Twitter sentiment analysis, which analyzes Twitter data (tweets) to extract user sentiments about a topic, …
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