34 publication(s) trouvée(s)
Article scientifique
Lightweight machine learning models for drone detection using acoustic and optical features
Abstract The widespread deployment of drones has triggered major concerns over privacy and security, creating a demand for robust anti-drone …
Article scientifique
Predicting neonatal mortality using ensemble machine learning algorithms in the case of Ethiopian Rural Areas
Abstract Background Each year, approximately 2.5 million newborns die globally, with developing countries bearing the impact of this crisis. Sub-Saharan …
Article scientifique
Deep learning models for the analysis of high-dimensional survival data with time-varying covariates while handling missing data
Abstract Recent advances in deep learning have expanded the potential for predictive modeling in survival analysis, particularly in high-dimensional datasets …
Article scientifique
Predicting mortgage credit defaults in morocco using machine learning approaches
Abstract This paper focuses on predicting mortgage payment defaults for clients of a leading financial institution in Morocco. Its novelty …
Article scientifique
Artificial intelligence in environmental research: bibliometric, text mining and content analysis
Abstract Artificial intelligence (AI) is increasingly being used today to provide solutions to many environmental problems. This is because of …
Article scientifique
Breast cancer classification using breast ultrasound images with a hybrid of transfer learning and Bayesian-optimized fast learning network
Abstract Breast cancer is the most prevalent cancer among women globally, with over 2.3 million new cases reported annually, hence, …
Article scientifique
Analysis of emerging trends in artificial intelligence for education in Nigeria
Abstract In the domain of education, the integration of Artificial Intelligence (AI) has ushered in a paradigm shift towards a …
Article scientifique
Optimizing cervical cancer classification using transfer learning with deep gaussian processes and support vector machines
Abstract Background Cervical cancer is the fourth most frequent cancer in women worldwide. Even though cervical cancer deaths have decreased …
Article scientifique
Navigating the impact: a study of editors’ and proofreaders’ perceptions of AI tools in editing and proofreading
Abstract Human editors and proofreaders now face a new, and possibly serious, challenge: the emergence of artificial intelligence (AI) tools …
Article scientifique
Application and comparison of K-means and PCA based segmentation models for Alzheimer disease detection using MRI
Abstract Machine learning algorithms can be used to detect Alzheimer disease with RMI-images. One of the challenges of these algorithms …
Article scientifique
Artificial intelligence in Africa: a bibliometric analysis from 2013 to 2022
Abstract This study employs bibliometric analysis to investigate the evolving research landscape of Artificial intelligence (AI) within Africa, focusing on …
Article scientifique
Instructor-assisted question classification system using machine learning algorithms with N-gram and weighting schemes
Abstract One aspect of natural language processing, text classification, has become necessary in the educational domain due to the increasing …
Article scientifique
How AI developers can assure algorithmic fairness
Abstract Artificial intelligence (AI) has rapidly become one of the technologies used for competitive advantage. However, there are also growing …
Article scientifique
NLP techniques for automating responses to customer queries: a systematic review
Abstract The demand for automated customer support approaches in customer-centric environments has increased significantly in the past few years. Natural …
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