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
Bias Reduction in Representation of Histopathology Images Using Deep Feature Selection
Abstract Appearing traces of bias in deep networks is a serious issue that can play a significant role in ethics …
Article scientifique
Implementation of Bayesian Hyperparameter Optimization for Predicting Student Dropout in Sub-Saharan Africa Secondary Schools
Abstract Many secondary schools in Sub-Saharan countries face the problem of students dropping out of school due to various reasons …
Article scientifique
Semantic Similarity Measure for Topic Modeling Using Latent Dirichlet Allocation and Collapsed Gibbs Sampling
Abstract One of the key applications of Natural Language Processing (NLP) is to automatically extract topics from large volumes of …
Article scientifique
A Vulnerability Detection Approach for Automated Smart Contract Using Enhanced Machine Learning Techniques
Abstract A typical contract would necessitate the use of an intermediary, make a payment to them, then wait for the …
Article scientifique
A practical evaluation of correlation filter-based object trackers with new features
Visual object tracking is a critical problem in the field of computer vision. The visual object tracker methods can be …
Article scientifique
A Systematic Literature Review of Keyphrases Extraction Approaches
The keyphrases of a document are the textual units that characterize its content such as the topics it addresses, its …
Article scientifique
An ensemble-based drug–target interaction prediction approach using multiple feature information with data balancing
BACKGROUND: Recently, drug repositioning has received considerable attention for its advantage to pharmaceutical industries in drug development. Artificial intelligence techniques …
Article scientifique
EKF-SIRD model algorithm for predicting the coronavirus (COVID-19) spreading dynamics
In this paper, we study the Covid 19 disease profile in the Algerian territory since February 25, 2020 to February …
Article scientifique
Application of Machine Learning and Resampling Techniques to Credit Card Fraud Detection
The application of machine learning algorithms to the detection of fraudulent credit card transactions is a challenging problem domain due …
Article scientifique
Boosting k-means clustering with symbiotic organisms search for automatic clustering problems
Kmeans clustering algorithm is an iterative unsupervised learning algorithm that tries to partition the given dataset into k pre-defined distinct …
Article scientifique
Artificial intelligence based optimization with deep learning model for blockchain enabled intrusion detection in CPS environment
Cyber physical system (CPS) is a network of cyber and physical elements, which interact with one another in a feedback …
Article scientifique
MACHINE LEARNING MEETS MICROSCOPY: CELL EXPLORER TOOL FOR A DIAGNOSTIC LABORATORY
Introduction: Control of tropical diseases has for decades depended on diagnosis by microscopy as the gold standard method of detection. …
Article scientifique
Comparative Performance of Ensemble Machine Learning for Arabic Cyberbullying and Offensive Language Detection
Article scientifique
A reassessment of public awareness and legislative framework on cybersecurity in South Africa
Cybersecurity has become a growing concern globally, following this era of unparalleled resources, power relations and technological evolution. Technological vulnerabilities …
Article scientifique
Character gated recurrent neural networks for Arabic sentiment analysis
Sentiment analysis is a Natural Language Processing (NLP) task concerned with opinions, attitudes, emotions, and feelings. It applies NLP techniques …
Article scientifique
A Survey on Human Cancer Categorization Based on Deep Learning
In recent years, we have witnessed the fast growth of deep learning, which involves deep neural networks, and the development …
Article scientifique
Comparative analysis of deep learning based Afaan Oromo hate speech detection
Abstract Social media platforms like Facebook, YouTube, and Twitter are banking on developing machine learning models to help stop the …
Article scientifique
Affordable artificial intelligence-based digital pathology for neglected tropical diseases: A proof-of-concept for the detection of soil-transmitted helminths and Schistosoma mansoni eggs in Kato-Katz stool thick smears
BACKGROUND: With the World Health Organization's (WHO) publication of the 2021-2030 neglected tropical diseases (NTDs) roadmap, the current gap in …
Article scientifique
A DATASET OF LOCATION-BASED TWEETS IN AFRICA ON COVID-19 OUTBREAK
Twitter has proven to be a ready venue for democratizing opinion data even during the COVID-19 pandemic. During the protracted …
Article scientifique
Demonstrating the Interply of Machine learning and optimization methods for operational planning Decision
Abstract In this paper, the interplaying of machine learning and optimization problems considered as indispensable problem-solving methods. While solving the …