723
Publications
2206
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Sous-domaines
Apprentissage automatique
335 publication(s)
Apprentissage profond
25 publication(s)
IA générative
13 publication(s)
Systèmes experts
0 publication(s)
Traitement automatique du langage
91 publication(s)
Vision par ordinateur
28 publication(s)
Publications
723 publication(s) trouvée(s)
Article scientifique
A Recommender System for Predicting Students' Admission to a Graduate Program using Machine Learning Algorithms
In the 21st century, University educations are becoming a key pillar of social and economic life. It plays a major …
Rapport d'évaluation
Peer Review Report For: MSclassifier: median-supplement model-based classification tool for automated knowledge discovery [version 1; peer review: 2 approved]
High-throughput technologies have resulted in an exponential growth of publicly available and accessible datasets for biomedical research. Efficient computational models, …
Article scientifique
Training Cross-Lingual embeddings for Setswana and Sepedi
How can we transfer semantic information between two low-resourced African languages? With one language having more resources than the other? …
Article scientifique
Border Trespasser Classification Using Artificial Intelligence
Monitoring the border is a very important task for national security. Wireless sensor networks (WSN) appear well suited in this …
Article scientifique
Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment
Magnetic Hamiltonian Monte Carlo (MHMC) has been shown to provide more efficient sampling of the target posterior compared to Hamiltonian …
Article scientifique
Image-based mains signal disaggregation and load recognition
Abstract The mains signal is a complex fusion of various electrical equipment load signals in a building. In the non-intrusive …
Article scientifique
StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling
Yikang Shen, Yi Tay, Che Zheng, Dara Bahri, Donald Metzler, Aaron Courville. Proceedings of the 59th Annual Meeting of the …
Article scientifique
Antithetic Magnetic and Shadow Hamiltonian Monte Carlo
Hamiltonian Monte Carlo is a Markov Chain Monte Carlo method that has been widely applied to numerous posterior inference problems …
Article scientifique
Use and Impact of Artificial Intelligence on Climate Change Adaptation in Africa
Abstract Although Climate Change is a global phenomenon, the impact in Africa is anticipated to be greater than in many …
Article scientifique
Efficient Feature-Aware Hybrid Model of Deep Learning Architectures for Speech Emotion Recognition
Robust automatic speech emotional-speech recognition architectures based on hybrid convolutional neural networks (CNN) and feedforward deep neural networks are proposed …
Article scientifique
Coverless Image Steganography Based on Optical Mark Recognition and Machine Learning
The most significant factor to consider during private information transmission through the internet (i.e., insecure channel) is security. So, to …
Article scientifique
Advanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton’s Laws
As research in alternate energy sources is growing, solar radiation is catching the eyes of the research community immensely. Since …
Article scientifique
A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market prediction
Abstract The stock market is very unstable and volatile due to several factors such as public sentiments, economic factors and …
Article scientifique
Deep Learning based Semantic Similarity Detection using Text Data
Similarity detection in the text is the main task for a number of Natural Language Processing (NLP) applications. As textual …
Article scientifique
Support Vector Machine Based Feature Extraction For Gender Recognition From Objects Using Lasso Classifier
Abstract Object detection and gender recognition were two different categories to be classified in a single section is a complicated …
Article scientifique
Machine learning approaches classify clinical malaria outcomes based on haematological parameters
BACKGROUND: Malaria is still a major global health burden, with more than 3.2 billion people in 91 countries remaining at …
Article scientifique
Overview of Statistical and Machine Learning Techniques for Determining Causes of Death from Verbal Autopsies: A Systematic Literature Review
Article scientifique
A predictive noise correction methodology for manufacturing process datasets
Abstract In manufacturing processes, datasets intended for data driven decisions are majorly generated from time-sequenced sensor readings. Industrial sensor systems …
Article scientifique
A Hybrid Model Combining Learning Distance Metric and DAG Support Vector Machine for Multimodal Biometric Recognition
Metric learning has significantly improved machine learning applications such as face re-identification and image classification using K-Nearest Neighbor (KNN) and …
Article scientifique
Deep learning-based estimation of PV power plant potential under climate change: a case study of El Akarit, Tunisia
Abstract Background Several climatologists and experts in the renewable energy field agree that GHI and DNI calculation models must be …