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
Android Applications Classification with Deep Neural Networks
Abstract In an effort to foster the growth of Android in the mobile operating system market and keep current consumers, …
Article scientifique
Enhanced kinship verification analysis based on color and texture handcrafted techniques
Abstract Nowadays, kinship verification is considered an attractive research area with a great interest in computer vision. It significantly affects …
Article scientifique
Leveraging artificial intelligence to optimize COVID-19 robust spread and vaccination roll-out strategies in Southern Africa
The outbreak of coronavirus in the year 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) prompted widespread …
Article scientifique
Intrusion Detection System using Ensemble Learning Approaches: A Systematic Literature Review
Undoubtedly, the advancements in Machine Learning (ML) and especially ensemble learning models enable researchers to develop numerous fields in ways …
Article scientifique
Binary dwarf mongoose optimizer for solving high-dimensional feature selection problems
Selecting appropriate feature subsets is a vital task in machine learning. Its main goal is to remove noisy, irrelevant, and …
Article scientifique
Airplane Detection Based on Unsupervised Deep Domain Adaptation in Remote Sensing Images
Abstract In this work, we use the detection and localization capabilities of the pre-trained Faster Region Convolutional Neuronal Network (Faster …
Article scientifique
A Novel Feature Selection Method Based On Discrete Bee Colony Algorithm for Palm Vein Authentication.
Abstract Vein pattern recognition is one of the newest biometric technologies that competes with well-known biometric techniques such as fingerprint, …
Article scientifique
Classes of Mormordicoside with potent and selective tumor cell growth inhibitory activity: prediction of Pyruvate kinase muscle isozyme 2 (PKM 2) and Anti-apoptotic Myeloid leukemia 1 (MCL1) inhibitor through machine learning.
Abstract Background The difficulty in treating cancer resides in the ability to target abnormal proliferation while protecting normal proliferation, a …
Article scientifique
Forecast of Global Solar Radiation on a Horizontal Surface by ANN for the City of Batna Algeria
Abstract Solar energy is one of the longest-standing renewable in the world. It is available at no charge and could …
Article scientifique
SML-AutoML: A Smart Meta-Learning Automated Machine Learning Framework
Article scientifique
Blockchain and Artificial Intelligence: Scientometric Analysis and Visualization
Abstract Integrating Artificial Intelligence (AI) with Blockchain Technology (BT) is deemed the fourth generation of BT applications (Blockchain 4.0). This …
Article scientifique
Location-based Sentiment Analysis of 2019 Nigeria Presidential Election Using A Voting Ensemble Approach
Abstract Sentiment analysis is a natural language processing (NLP) tool that uses automatic methods to capture the opinions of the …
Article scientifique
Fake Reviews Detection through Machine learning Algorithms: A Systematic Literature Review
Abstract These days, most people refer to user reviews to purchase an online product. Unfortunately, spammers exploited this situation to …
Article scientifique
Applying Deep Learning and Computer Vision Techniques for an e-Sport and Smart Coaching System Using a Multiview Dataset: Case of Shotokan Karate
Smart coaching and e-sport platforms have shown a great interest in the recent research studies. Through this study, we aim …
Article scientifique
Towards a Students’ Dropout Prediction Model in Higher Education Institutions Using Machine Learning Algorithms
Using machine learning to predict students’ dropout in higher education institutions and programs has proven to be effective in many …
Article scientifique
A hybrid binary dwarf mongoose optimization algorithm with simulated annealing for feature selection on high dimensional multi-class datasets
The dwarf mongoose optimization (DMO) algorithm developed in 2022 was applied to solve continuous mechanical engineering design problems with a …
Article scientifique
Access to Cervical Cancer Screening for Women Living With HIV: A Record Linkage Study.
BackgroundAccording to the Global Strategy to Accelerate the Elimination of Cervical Cancer launched by the World Health Organizations (WHO), 70% …
Article scientifique
Frame Comparison Network for Video Event Recognition
Abstract Automatic recognition of actions in videos taken in uncontrolled environments is one of the most challenging tasks in computer …
Article scientifique
Modular Clinical Decision Support Networks (MoDN)—Updatable, Interpretable, and Portable Predictions for Evolving Clinical Environments
Abstract Background Clinical Decision Support Systems (CDSS) have the potential to improve and standardise care with probabilistic guidance. However, many …
Article scientifique
Deep Learning-Based Idiomatic Expression Recognition for the Amharic Language
Abstract Idioms are used in Amharic to conceal information or to express ideas indirectly. However, most natural language processing models …