336
Publications
1035
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Publications
336 publication(s) trouvée(s)
Article scientifique
Classification of ransomware using different types of neural networks
Malware threat the security of computers and Internet. Among the diversity of malware, we have "ransomware". Its main objective is …
Article scientifique
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk
Data breaches have begun to take on new dimensions and their prediction is becoming of great importance to organizations. Prior …
Article scientifique
A machine learning based credit card fraud detection using the GA algorithm for feature selection
Abstract The recent advances of e-commerce and e-payment systems have sparked an increase in financial fraud cases such as credit …
Article scientifique
NAYEL @LT-EDI-ACL2022: Homophobia/Transphobia Detection for Equality, Diversity, and Inclusion using SVM
Analysing the contents of social media platforms such as YouTube, Facebook and Twitter gained interest due to the vast number …
Article scientifique
Early Termination of CU Partition Based on Boosting Neural Network for 3D-HEVC Inter-Coding
As an extension of the High Efficiency Video Coding (HEVC) standard, the 3D-HEVC needs to encode multiple texture videos and …
Article scientifique
Detecting Zero-Day Intrusion Attacks Using Semi-Supervised Machine Learning Approaches
Recently, network intrusion attacks, particularly new unknown attacks referred to as zero-day attacks, have become a global phenomenon. Zero-day network …
Article scientifique
Novel Meta-Heuristic Algorithm for Feature Selection, Unconstrained Functions and Engineering Problems
This paper proposes a Sine Cosine hybrid optimization algorithm with Modified Whale Optimization Algorithm (SCMWOA). The goal is to leverage …
Article scientifique
A Neural Network Ensemble With Feature Engineering for Improved Credit Card Fraud Detection
Recent advancements in electronic commerce and communication systems have significantly increased the use of credit cards for both online and …
Article scientifique
IMPLEMENTATION OF A HARDWARE TROJAN CHIP DETECTOR MODEL USING ARDUINO MICROCONTROLLER
These days, hardware devices and its associated activities are greatly impacted by threats amidst of various technologies. Hardware trojans are …
Article scientifique
Bayesian inference of local government audit outcomes
The scandals in publicly listed companies have highlighted the large losses that can result from financial statement fraud and weak …
Article scientifique
COVID-19 Risk Factors, Economic Factors, and Epidemiological Factors nexus on Economic Impact: Machine Learning and Structural Equation Modelling Approaches
Since the declaration of COVID-19 as a global pandemic, it has been transmitted to more than 200 nations of the …
Article scientifique
Optimized Breast Cancer Classification using Feature Selection and Outliers Detection
Breast cancer is the second most commonly diagnosed cancer in women throughout the world. It is on the rise, especially …
Article scientifique
Machine Learning Models Based on Random Forest Feature Selection and Bayesian Optimization for Predicting Daily Global Solar Radiation
Prediction of daily global solar radiation with simple and highly accurate models would be beneficial for solar energy conversion systems. …
Article scientifique
Evaluation of different machine learning approaches and input text representations for multilingual classification of tweets for disease surveillance in the social web
Abstract Twitter and social media as a whole have great potential as a source of disease surveillance data however the …
Article scientifique
Smart Tutoring System: A Predictive Personalized Feedback in a Pedagogical Sequence
Feedback may be an effective interaction provided by the intelligent tutoring system. Nevertheless, the learning feedback is not easily definable, …
Article scientifique
Quantum-Inspired Magnetic Hamiltonian Monte Carlo
Hamiltonian Monte Carlo (HMC) is a Markov Chain Monte Carlo algorithm that is able to generate distant proposals via the …
Article scientifique
A survey on missing data in machine learning
Machine learning has been the corner stone in analysing and extracting information from data and often a problem of missing …
Article scientifique
Introducing the Viewpoint in the Resource Description using Machine Learning
Search engines allow providing the user with data and information according to their interests and specialty. Thus, it is necessary …
Article scientifique
Crane Cloud: A Resilient Multi-Cloud Service Layer for Resource Constrained Settings
Abstract Whereas the main cloud providers have set up cloud services on stable infrastructure, developers and users situated in low-resource …
Article scientifique
Intelligent system for human activity recognition in IoT environment
In recent years, the adoption of machine learning has grown steadily in different fields affecting the day-to-day decisions of individuals. …