336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
A predictive noise correction methodology for manufacturing process datasets
Abstract In manufacturing processes, datasets intended for data driven decisions are majorly generated from time-sequenced sensor readings. Industrial sensor systems …
Article scientifique
A Hybrid Model Combining Learning Distance Metric and DAG Support Vector Machine for Multimodal Biometric Recognition
Metric learning has significantly improved machine learning applications such as face re-identification and image classification using K-Nearest Neighbor (KNN) and …
Article scientifique
Hybrid Harris hawks optimization with cuckoo search for drug design and discovery in chemoinformatics
One of the major drawbacks of cheminformatics is a large amount of information present in the datasets. In the majority …
Article scientifique
Modeling Plasmodium falciparum Diagnostic Test Sensitivity using Machine Learning with Histidine-Rich Protein 2 Variants
Abstract Malaria, predominantly caused by Plasmodium falciparum , poses one of largest and most durable health threats in the world. …
Article scientifique
Comparative Analysis for Boosting Classifiers in the Context of Higher Education
Machine learning techniques are applied on higher education data for analyzing the interac-tion between the students and electronic learning systems. …
Article scientifique
A Comparative Study of Machine Learning Methods for Automatic Classification of Academic and Vocational Guidance Questions
Academic and vocational guidance is a particularly important issue today, as it strongly determines the chances of successful integration into …
Article scientifique
Android Malware Detection through Machine Learning Techniques: A Review
The open source nature of Android Operating System has attracted wider adoption of the system by multiple types of developers. …
Article scientifique
Adaptive Model for Credit Card Fraud Detection
While the flow of banking transactions is increasing, the risk of credit card fraud is becoming greater particularly with the …
Article scientifique
Generating Varied Training Corpora in Runyankore Using a Combined Semantic and Syntactic, Pattern-Grammar-based Approach
Machine learning algorithms have been applied to achieve high levels of accuracy in tasks associated with the processing of natural …
Article scientifique
NAYEL at SemEval-2020 Task 12: TF/IDF-Based Approach for Automatic Offensive Language Detection in Arabic Tweets
In this paper, we present the system submitted to "SemEval-2020 Task 12". The proposed system aims at automatically identify the …
Article scientifique
Design Automation and Implementation of Machine Learning Classifier Chips
This paper presents a novel framework that automates the creation of a trained-classifier integrated circuit from a dataset. The framework …
Article scientifique
A Comparative Performance Study of Hybrid Firefly Algorithms for Automatic Data Clustering
In cluster analysis, the goal has always been to extemporize the best possible means of automatically determining the number of …
Article scientifique
A Machine Learning-Based Recommender System for Improving Students Learning Experiences
Outcome-based education (OBE) is a well-proven teaching strategy based upon a predefined set of expected outcomes. The components of OBE …
Article scientifique
Evaluating Machine Learning Techniques for Detecting Offensive and Hate Speech in South African Tweets
In recent times, South Africa has been witnessing insurgence of offensive and hate speech along racial and ethnic dispositions on …
Article scientifique
Ant Lion Optimization: Variants, Hybrids, and Applications
Ant Lion Optimizer (ALO) is a recent novel algorithm developed in the literature that simulates the foraging behavior of a …
Article scientifique
Think: Theory for Africa
Understanding the brain is one of the most challenging scientific problems faced by humanity.In addition to offering an improved understanding …
Article scientifique
Doc2Vec &Naïve Bayes: Learners’ Cognitive Presence Assessment through Asynchronous Online Discussion TQ Transcripts
Due to the lack of face to face interaction in online learning environment, this article aims essentially to give tutors …
Article scientifique
Multi-Dimensional Analysis to Predict Students’ Grades in Higher Education
This work enhances the analysis of the student performance in the high education level. This model categorizes the features according …
Thèse
Assessment of the Agroecological Transition of Farms in Burkina Faso through an Empirical Approach
Recent studies have shown that the world's agricultural production systems are not sustainable, and are struggling to feed the current …
Article scientifique
Knowledge Discovery in the Hadith According to the Reliability and Memory of the Reporters Using Machine Learning Techniques
Muslims suffer from not knowing the validity of the Hadiths or verification of its degree, which represented the second source …