27
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69
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Publications
27 publication(s) trouvée(s)
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
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 …
Article scientifique
Predicting sentiment analysis for Web users with a deep learning approach
Abstract In the last decade Sentiment analysis has been an interesting research topic in natural languageprocessing (NLP) and data mining …
Article scientifique
A data model for enhanced data comparability across multiple organizations
Abstract Organizations may be related in terms of similar operational procedures, management, and supervisory agencies coordinating their operations. Supervisory agencies …
Article scientifique
C4.5 Decision Tree Algorithm for Spatial Data, Alternatives and Performances
Using data mining techniques on spatial data is more complex than on classical data. To be able to extract useful …
Article scientifique
Text Mining Technique for Driving Potentially Valuable Information from Text
With the growing number of digitized documents and having large text databases, text mining will become increasingly important. Text mining …
Article scientifique
Towards a New Platform Based on Learning Outcomes Analysis For Mobile Serious Games
Nowadays, learning via smartphones has become one of the most popular teaching tools used by young people, thanks to the …
Article scientifique
Analyzing Student Performance in Programming Education Using Classification Techniques
In this research, we aggregated students log data such as Class Test Score (CTS), Assignment Completed (ASC), Class Lab Work …
Article scientifique
Identification of Authors’ Profiles in Wiki Using Quiz Game Based on Clusters Analysis Techniques
The risk of inaccurate information found in a wiki-based site such as Wikipedia is high. In fact, it is a …
Article scientifique
Data mining approach for predicting the daily Internet data traffic of a smart university
Internet traffic measurement and analysis generate dataset that are indicators of usage trends, and such dataset can be used for …
Article scientifique
An Effective Minimal Probing Approach With Micro-Cluster for Distance-Based Outlier Detection in Data Streams
Outlier detection in data streams is considered a significant task in data mining that targets the discovery of elements in …
Article scientifique
Multidimensional Approach Based on Deep Learning to Improve the Prediction Performance of DNN Models
The most of collected data samples from E-learning systems consist of correlated information caused by overlapping input instances, which decrease …
Article scientifique
Automatyczne wykrywanie zagrożeń w systemach teleinformatycznych za pomocą metod Data Mining
The paper presents some real‑time analytical solutions that work in a proprietary‑designed system for IT security. It describes automatic methods …
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