336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
A Privacy-Preserving Federated Learning Framework for Blockchain Networks
Abstract In this paper we introduce a scalable, privacy-preserving, federated learningframework, coined FLoBC, based on the concept of distributed ledgers …
Erratum
Author Correction: Detection of Ponzi scheme on Ethereum using machine learning algorithms
The original version of this Article contained an error in the name of the author Ifeyinwa Jacinta Onu, which was …
Rapport d'évaluation
Review of: "Exploring machine learning techniques to develop predictive models to address unemployment rates in the implementation of Industry 4.0"
Review of: "Exploring machine learning techniques to develop predictive models to address unemployment rates in the implementation of Industry 4.0" …
Rapport d'évaluation
Review of: "Exploring machine learning techniques to develop predictive models to address unemployment rates in the implementation of Industry 4.0"
Review of: "Exploring machine learning techniques to develop predictive models to
Rapport d'évaluation
Review of: "Exploring machine learning techniques to develop predictive models to address unemployment rates in the implementation of Industry 4.0"
Review of: "Exploring machine learning techniques to develop predictive
Article scientifique
Generating complex explanations from machine learning models using class-contrastive reasoning
One of the major limitations of most black-box machine learning models is the lack of explainability. In healthcare, explainability is …
Article scientifique
Cost-Duration Variance Prediction (CDVP) System Using Explainable Bayesian Optimized Ensemble Machine Learning
Article scientifique
Class-oriented document vectorization as a new vectorization paradigm: application to job recommender systems
Abstract Nowadays, job recommender systems are more useful in the fight against unemployment due to their strong presence in e-recruitment …
Article scientifique
Online QoS/QoE-driven SFC Orchestration Leveraging a DRL Approach in SDN/NFV Enabled Networks
Abstract The proliferation of the ever-increasing number of highly heterogeneous smart devices and the emerging of a wide range of …
Article scientifique
Maximizing reusability of learning objects through machine learning techniques
Maximizing the reusability of learning objects through machine learning techniques has significantly transformed the landscape of e-learning systems. This progress …
Article scientifique
An Effective Intrusion Detection in Mobile Ad-hoc Network Using Deep Belief Networks and Long Short-Term Memory
A Mobile Ad-hoc Network (MANET) is a self-organizing collection of mobile devices communicating in a distributed fashion across numerous hops. …
Article scientifique
Detection of Ponzi scheme on Ethereum using machine learning algorithms
Security threats posed by Ponzi schemes present a considerably higher risk compared to many other online crimes. These fraudulent online …
Article scientifique
Quantum computing and machine learning for Arabic language sentiment classification in social media
With the increasing amount of digital data generated by Arabic speakers, the need for effective and efficient document classification techniques …
Article scientifique
Machine learning-based approach for sentiment analysis from recorded social media movie reviews
Abstract The goal of Sentiment Analysis (SA), especially in social media, is to identify useful information in large amounts of …
Article scientifique
A Machine Learning Framework for Predicting Failures in Cloud Data Centers -A case of Google Cluster -Azure Clouds and Alibaba Clouds
Abstract The large scale and dynamic nature of cloud has added extra complexity when it comes to fault detection and …
Article scientifique
Building a Recommender System to Predict the Shape of Bacteria in Urine Cytobacteriological Examination Using Machine Learning
This study aimed to build a recommender system that predicts the shape of bacteria for biological requests of urine cytobacteriological …
Article scientifique
Hyper-parameter tuning for support vector machine using an improved cat swarm optimization algorithm
Support vector machine (SVM) is a supervised machine learning algorithm for classification and regression problems. SVM performs better when combined …
Rapport d'évaluation
Review of: "Deconstruction of Gender Dynamics and Its Implications for Gendered Inclusive Design: Application of Urban Big Data and Interpretable Machine Learning Method in India"
Article scientifique
Hybrid Collaborative Intrusion Detection System Based on Blockchain & Machine Learning
Article scientifique
Arabic Opinion Mining System For E-Services Based on Ontology and Machine Learning
Abstract With the growing use of E-Services in the Arab world, there is a need for efficient methods to analyze …