724
Publications
2207
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Sous-domaines
Apprentissage automatique
336 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
724 publication(s) trouvée(s)
Article scientifique
Diagnostic accuracy of an artificial intelligence-driven cytopathological tool in detecting cervical pre-cancerous lesions from Pap smear images
Background Cervical cancer remains a leading cause of cancer death among women in sub-Saharan Africa, with Tanzania bearing a disproportionate …
Article scientifique
Understanding artificial intelligence adoption among university students in South African higher education: a technology acceptance model approach
Artificial intelligence (AI) technologies are increasingly transforming higher education by supporting teaching, learning, and academic productivity. Despite the use of …
Article scientifique
Integrating artificial intelligence across the cancer drug discovery pipeline using a design-test-refine workflow
Artificial intelligence-driven drug design (AIDD) is increasingly transforming cancer drug discovery, but its applications are often considered as individual computational …
Éditorial
Editorial: Harnessing digital innovation for sustainable agricultural development, part II: digital transformation, agribusiness systems, and the future of food value chains
Methodologically, the Research Topic is characterised primarily by quantitative empirical analyses using cross-sectional surveys, provincial panel datasets and quasi-natural experiments, …
Article scientifique
HK-DeepIV: heat-kernel geometric diagnostics and early-warning signals for curvature-induced interference in financial correlation networks
Financial correlation networks under infrastructure shocks undergo curvature-driven interference that standard estimators cannot detect. This study introduces Heat-Kernel Deep Instrumental …
Article scientifique
A Comprehensive Study of Autonomous Systems and Reliability
The advancement of technology has heralded novel computing devices and gadgets like self-driving cars, IoT devices,and autonomous systems. These advancements …
Article scientifique
A Neural Network Method for Validating Nigerian Monetary Policy Rates
: This research work is an exploratory study that tried to examine the viability of adopting artificial neural network(ANN), an …
Article scientifique
Traffic Qualification in SD-WMN using Ensemble based Machine Learning Approach
Abstract The traffic classification problem formulation is NP-hard and has known several resolution approaches where the emerging one is the …
Article scientifique
Context Normalization Layer with Applications
Normalization is a pre-processing step that converts the data into a more usable representation. As part of the deep neural …
Article scientifique
A New Centralized Detection-Based Process for Evaluating Anomalies and Analyzing the First Causes Using Machine Learning and Web Semantic
In the last decades, many works have been done to enhance data performances in the computer field. Data performance consists …
Article scientifique
Prediction of malaria outcomes using patients’ demographical, environmental and clinical features
Abstract Background: The current malaria diagnosis methods, which rely on microscopy and Histidine Rich Protein2 (HRP2) based RDT, have drawbacks …
Article scientifique
A Hybrid Arabic text summarization Approach based on Seq-to-seq and Transformer
Abstract Text summarization is essential in natural language processing as the data volume increases quickly. Therefore, the user needs to …
Article scientifique
Bank Loan Classification of Imbalanced Dataset Using Machine Learning Approach
Article scientifique
Artificial Intelligence System in Aid of Pedagogical Engineering for Knowledge Assessment on MOOC Platforms: Open EdX and Moodle
The aim of this research is to provide a novel educational model with the goal of reducing the expenses associated …
Article scientifique
Design of An Adaptive E-learning Model Based on Artificial Intelligence for Enhancing Online Teaching
Nowadays, teaching involves more and more the usage of digital tools to accompany face-to-face learning. Such a system is being …
Article scientifique
Exploring the Integration of Machine Learning Models in Programming Languages on GitHub: Impact on Compatibility to Address Them
Abstract The complex field of accounting and how information technologies have impacted the way it's managed. It explains how many …
Article scientifique
Optimization of Machine Learning Algorithms Through Hyper-parameter Tuning Applied for the classification of Arabic news
Abstract In the field of machine learning, hyperparameter tuning is a technique used to determine which learning algorithms have the …
Article scientifique
Deep Learning approach for Arabic Healthcare: MedicalBot
Abstract Intelligent healthcare has made significant progress using artificial intelligence (AI) methods. Since the COVID-19 pandemic, healthcare service has gained …
Article scientifique
Efficient breast cancer mammograms diagnosis using three deep neural networks and term variance
Breast cancer (BC) is spreading more and more every day. Therefore, a patient's life can be saved by its early …
Article scientifique
Identifying inhibitors of β-haematin formation with activity against chloroquine-resistant Plasmodium falciparum malaria parasites via virtual screening approaches
The biomineral haemozoin, or its synthetic analogue β-haematin (βH), has been the focus of several target-based screens for activity against …