Papers by Fiyinfoluwa Ajakaiye
Academic Journal of Interdisciplinary Studies, 2013
One of the most significant innovation in the Information Technology (IT) industry after the intr... more One of the most significant innovation in the Information Technology (IT) industry after the introduction of the personal computer and the internet is Cloud computing. The shift to cloud is a landmark in the IT industry and has raised keen interest both from the industrial community and academia. It is a new virtualization model for the quick provisioning of shared resources, software, applications and services over the internet to fulfill the elastic demand of the customer with minimum effort or interaction with the service provider. Thus cloud computing has become an interesting and increasingly essential trend. This paper presents a detailed review of Cloud Computing. It includes a discussion of the main service model of cloud computing, the general deployment models, the characteristics of Cloud computing and terminologies adopted in cloud computing. The paper also presents the trend of cloud computing and its challenges.
International Journal of Computer Applications, 2020
The success of any football team lies in the performance of its players. Determining the best pla... more The success of any football team lies in the performance of its players. Determining the best player among a pool of players is a very difficult task. The purpose of this research is to assess the performance skills of forward football players in a football game. To conduct this research, players were randomly selected from different teams across Europe based on their play positions. One hundred (100) forward players were selected for the analysis. Performance analysis was conducted using Artificial Neural Networks (ANN) Multilayer Perception and compared with the J48 classifier. A model based on the ANN Multilayer Perception was trained and developed using secondary data collected from the online Complete Dataset of the FIFA 2017/2018 football season. The analysis was done with the aid of the WEKA data mining tool. The results show that the Multilayer Perception classification had a better performance than the J48 classification.
Data mining is the process of knowledge extraction from large data repositories. Its several tech... more Data mining is the process of knowledge extraction from large data repositories. Its several techniques and algorithms have been applied in various fields to extract hidden information and to find patterns and relationships among the data. The aim of this work is to predict the academic performance of postgraduate students using data extracted at the time of their admission and to further determine which classifier gives the best accuracy. The classification techniques used in this research are J48 decision tree, Naïve Bayes and PART rule-based algorithms with the aid of the WEKA tool. Cognitive, non-cognitive and demographic data of the students were used for the data analysis. The analysis was carried out in two experiments. The first experiment was done without feature selection while the second experiment was conducted with feature selection. After feature selection, J48 classifier emerged the best with an accuracy of 69.7% when compared with Naïve Bayes and PART classifiers. Th...
One of the most significant innovation in the Information Technology (IT) industry after the intr... more One of the most significant innovation in the Information Technology (IT) industry after the introduction of the personal computer and the internet is Cloud computing. The shift to cloud is a landmark in the IT industry and has raised keen interest both from the industrial community and academia. It is a new virtualization model for the quick provisioning of shared resources, software, applications and services over the internet to fulfill the elastic demand of the customer with minimum effort or interaction with the service provider. Thus cloud computing has become an interesting and increasingly essential trend. This paper presents a detailed review of Cloud Computing. It includes a discussion of the main service model of cloud computing, the general deployment models, the characteristics of Cloud computing and terminologies adopted in cloud computing. The paper also presents the trend of cloud computing and its challenges.
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Papers by Fiyinfoluwa Ajakaiye