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
Introducing the Viewpoint in the Resource Description using Machine Learning
Search engines allow providing the user with data and information according to their interests and specialty. Thus, it is necessary …
Article scientifique
Crane Cloud: A Resilient Multi-Cloud Service Layer for Resource Constrained Settings
Abstract Whereas the main cloud providers have set up cloud services on stable infrastructure, developers and users situated in low-resource …
Article scientifique
Intelligent system for human activity recognition in IoT environment
In recent years, the adoption of machine learning has grown steadily in different fields affecting the day-to-day decisions of individuals. …
Article scientifique
A two level learning model for authorship authentication
Nowadays, forensic authorship authentication plays a vital role in identifying the number of unknown authors as a result of the …
Article scientifique
A Novel Texture Descriptor: Circular Parts Local Binary Pattern
Local Binary Pattern (LBP) are considered as a classical descriptor for texture analysis, it has mostly been used in pattern …
Article scientifique
A Knowledge Based Document Preparation for Supporting Systems Using Artificial Intelligence.
A knowledge based way of preparing documents tools in an organization within an activities such as document preparation that are …
Article scientifique
Discrimination between Small Earthquakes and Local Quarry Blasts Using Committee Machine
Abstract A combination of multiple discrimination artificial neural networks using different seismic source parameters is suggested using a committee machine. …
Article scientifique
On the Cluster Validity Test (s) in Unsupervised Machine Learning TDA Approach for Atmospheric River Patterns on Flood Detection in Nigeria
Article scientifique
A Comparative Empirical Analysis of 21 Machine Learning Algorithms for Real-World Applications in Diverse Domains
Article scientifique
Enhancing the Value of Patents as Corporate Assets in South Africa: How can Artificial Intelligence (AI) Assist?
Although the accounting definition of assets contemplates intangible, abstract assets such as those embodied in intellectual property (IP), South African …
Article scientifique
Machine Learning Uses Chemo-Transcriptomic Profiles to Stratify Antimalarial Compounds With Similar Mode of Action
The rapid development of antimalarial resistance motivates the continued search for novel compounds with a mode of action (MoA) different …
Article scientifique
A distributed Content-Based Video Retrieval system for large datasets
Abstract With the rapid growth in the amount of video data, efficient video indexing and retrieval methods have become one …
Article scientifique
Single-cell conventional pap smear image classification using pre-trained deep neural network architectures
BACKGROUND: Automating cytology-based cervical cancer screening could alleviate the shortage of skilled pathologists in developing countries. Up until now, computer …
Article scientifique
COVID-19 detection using federated machine learning
The current COVID-19 pandemic threatens human life, health, and productivity. AI plays an essential role in COVID-19 case classification as …
Article scientifique
Efficient Wireless Sensor Network for Radiation Detection in Nuclear Sites
Due to the severe damages of nuclear accidents, there is still an urgent need to develop efficient radiation detection wireless …
Article scientifique
Towards an Approach Based on Adjusted Genetic Algorithms to Improve the Quantity of Existing Data in the Context of Social Learning
In the current era, multiple disciplines struggle with the scarcity of data, particu-larly in the area of e-learning and social …
Article scientifique
SANCDB: an update on South African natural compounds and their readily available analogs
BACKGROUND: South African Natural Compounds Database (SANCDB; https://sancdb.rubi.ru.ac.za/ ) is the sole and a fully referenced database of natural chemical …
Article scientifique
Development of the Wits Face Database: an African database of high-resolution facial photographs and multimodal closed-circuit television (CCTV) recordings
Forensic facial comparison is a commonly used, yet under-evaluated method employed in medicolegal contexts across the world. Testing the accuracy …
Article scientifique
Comparative Analysis of Supervised Machine Learning Algorithms to Build a Predictive Model for Evaluating Students’ Performance
In recent years, the world's population is increasingly demanding to predict the future with certainty, predicting the right information in …
Article scientifique
Survey of Machine Learning Techniques for Student Profile Modeling
Developments in information technology have led to the emergence of several online platforms for educational purposes, such as e-learning platforms, …