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
Automatic multi-documents text summarization by a large-scale sparse multi-objective optimization algorithm
Abstract Due to the exponential overflow of textual information in various fields of knowledge and on the internet, it is …
Article scientifique
Comparing methods of orthographic conversion for Bàsàá, a language of Cameroon
Orthographic standardization is a milestone in a language's documentation and the development of its resources.However, texts written in former orthographies …
Article scientifique
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati
Local/Native South African languages are classified as low-resource languages. As such, it is essential to build the resources for these …
Article scientifique
Technological Advancement and Changing Skills: Imperative for a Paradigm Shift in Education Delivery in Zambia
Technological advancements in the internet, automation, artificial intelligence and robotics are impacting all areas of our lives, including education. These …
Article scientifique
Alex-U 2023 NLP at WojoodNER shared task: AraBINDER (Bi-encoder for Arabic Named Entity Recognition)
Named Entity Recognition (NER) is a crucial task in natural language processing that facilitates the extraction of vital information from …
Article scientifique
AlexU-AIC at WojoodNER shared task: Sequence Labeling vs MRC and SWA for Arabic Named Entity Recognition
Named entity recognition (NER) is one of many challenging tasks in Arabic Natural Language Processing.It is also the base of …
Article scientifique
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity Recognition
Michael Beukman, Manuel Fokam. Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of …
Article scientifique
A GENERIC COMPUTER VISION TOOL FOR RECOGNISING HUMAN ACTIVITIES
A prominent application area in the domain of computer vision is human activity recognition, which involves automatically detecting people’s actions …
Article scientifique
Lightweight Histological Tumor Classification Using a Joint Sparsity-Quantization Aware Training Framework
Cancer decision-making is a complex process that can be exacerbated by the limited availability of oncological expertise. This is particularly …
Article scientifique
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization
Biomedical named entity recognition is one of the core tasks in biomedical natural language processing (BioNLP).To tackle this task, numerous …
Article scientifique
It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk
Minimum Bayes Risk (MBR) decoding is a method for choosing the outputs of a machine learning system based not on …
Article scientifique
Patient-level performance evaluation of a smartphone-based malaria diagnostic application
BACKGROUND: Microscopic examination is commonly used for malaria diagnosis in the field. However, the lack of well-trained microscopists in malaria-endemic …
Article scientifique
Features and Supervised Machine Learning-Based Method for Singleton Design Pattern Variants Detection
Abstract Design patterns codify standard solutions to common problems in software design and architecture. Given their importance in improving software …
Article scientifique
Identifying inhibitors of β-haematin formation with activity against chloroquine-resistant Plasmodium falciparum malaria parasites via virtual screening approaches
Abstract The biomineral haemozoin, or its synthetic analogue β-haematin (βH), has been the focus of several target-based screens for activity …
Article scientifique
A Survey on Computational Intelligence Applications in Information Retrieval
Abstract Computational Intelligence (CI) techniques have been widely employed in information retrieval (IR). CI approaches include everything from evolutionary computation …
Éditorial
Time series forecasting in the artificial intelligence milieu
The Journal of Economic and Financial Sciences promotes research in auditing, corporate finance, corporate governance, economics, econometrics, financial accounting, financial …
Article scientifique
Statistical approaches to identifying significant differences in predictive performance between machine learning and classical statistical models for survival data
Research that seeks to compare two predictive models requires a thorough statistical approach to draw valid inferences about comparisons between …
Article scientifique
Combining Variable Neighbourhood with Simulated Annealing for Learning to Rank Problem
Abstract Variable Neighbourhood Search (VNS) is a problem-solving technique that improves heuristic solutions. The solutions are built around incremental adjustments …
Article scientifique
Kidney segmentation from DCE-MRI converging level set methods, fuzzy clustering and Markov random field modeling
Early diagnosis of transplanted kidney function requires precise Kidney segmentation from Dynamic Contrast-Enhanced Magnetic Resonance Imaging images as a preliminary …
Article scientifique
Forecast of Global Solar Radiation on a Horizontal Surface By Fuzzy Logic For The City of Batna Algeria
Abstract Solar energy is one of the oldest renewable sources in the world. It is freely available and could be …