40
Publications
114
Auteurs uniques
0
Pays représentés
Sous-domaines
Analyse prédictive
6 publication(s)
Big Data
2 publication(s)
Fouille de données
27 publication(s)
Ingénierie des données
0 publication(s)
Visualisation des données
5 publication(s)
Publications
40 publication(s) trouvée(s)
Article scientifique
Prediction of delayed postgraduate graduation using machine learning in Ugandan higher education
Abstract Delayed postgraduate graduation is a major challenge to higher education institutions in Uganda in terms of student progression, institutional …
Article scientifique
Neuro-fuzzy systems in internet of medical things: a systematic review on applications, taxonomy, challenges and open issues
The growing demand for real-time, adaptive, and explainable analytics in the Internet of Medical Things (IoMT) has increased interest in …
Article scientifique
Revolutionising corporate governance: blockchain’s transformative impact and potential
Research question/Issue Blockchain, as a disruptive technology, is reshaping organisational frameworks through its inherent immutability and robust security features. This …
Article scientifique
AI in Strategic Planning and Decision-Making for Educational Leaders
The integration of AI into educational leadership has begun to affect how leaders make decisions, distribute resources, and carry out …
Article scientifique
Understanding AI Bias in Education
AI is relatively new to the Nigerian Education sector, although many AI-based learning platform solutions, AI-based school management tools that …
Article scientifique
A Comprehensive Evaluation Framework for Virtual Reality Applications in Biological Data Visualization: Metrics, Validation, and Expert Assessment
Article scientifique
Risk Stratification of Breast Cancer Metastasis: A Predictive Modelling Framework Using Clinical and Hormonal Receptor Data in a Ghanaian Cohort
Article scientifique
Effective Data Visualisation for Researchers: Principles, Tools and Applications
The growing need for researchers to present their findings in a visually striking and academically rigorous way led to the …
Article scientifique
Machine learning in big data: A performance benchmarking study of Flink-ML and Spark MLlib
Machine learning (ML) in big data frameworks plays a critical role in real-time analytics, decision making, and predictive modeling. Among …
Article scientifique
Vaccine wastage rates and attributed factors in rural and urban areas in Uganda: Case of Mukono and Kalungu districts
Vaccine wastage remains a challenge to effective immunization; especially in low-income countries. We estimated vaccine wastage rates and assessed attributed …
Article scientifique
Designing a Data Mining-enabled Case-based System for Tuberculosis Diagnosis
Abstract Tuberculosis remains a persistent public health problem in Ethiopia, which demands innovative solutions for diagnosis and treatment support. Knowledge-based …
Article scientifique
Improving Data Quality and Information Use through Capacity Building and Mentorship Program in Ethiopia: Best Practices and Lessons Learned
Abstract Background: The Capacity Building and Mentorship Program (CBMP) is a collaborative initiative of the Federal Ministry of Health of …
Article scientifique
Web-based Clustering Application for Determining and Understanding Student Engagement Levels in Virtual Learning Environments
The increasing use of virtual learning environments (VLEs) in recent years has transformed teaching and learning methods. Universities now combine …
Article scientifique
Systematic Review of Data Mining in Education on the Levels and Aspects of Education.
Article scientifique
New Pre-Processing Approach Based on Clustering Users Traces According to their Learning Styles in Moodle LMS
Nowadays, many Moroccan universities and institutions start offering training and online courses "E-learning". Which accumulate a vast amount of information …
Article scientifique
Efficient Parallel Memetic Algorithm to Rule Extraction in Data Mining
Abstract This is extension of my last publication [1] with more expermetation to explain how I choseed every variable in …
Article scientifique
Development of an Enhanced C4.5 Decision Tree Algorithm Using a Memoized Mapreduce Model
Abstract Classification technique in data mining focuses on prediction which is done by classical C4.5 decision tree algorithm, but limited …
Article scientifique
Boosting the Learning for Ranking Patterns
Abstract Discovering relevant patterns for a particular user remains a challenging tasks in data mining. Several approaches have been proposed …
Article scientifique
MLP-ANN’s Weight Optimization using Velocity Symbiotic Organism Search Algorithm for Datamining
Abstract Optimization is an essential tool that improves the problem’s results and leads to the best possible solution in different …
Article scientifique
Mining Association Rules for Classification Using Frequent Generator Itemsets in arules Package
Abstract Mining frequent itemsets is an attractive research activity in data mining whose main aim is to provide useful relationships …
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