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Comparative Study of K-Nearest Neighbour and Random Forest Machine Learning Algorithms for Spam Email Classification
Abstract: Communication via email remains one of the cheapest and fastest means of communication in our society. An increase in the number of people who use email to send and receive messages has led to a subsequent increase in email spam. Email spam is a prevalent issue we face in our society to date. Spam
Curated Big Data for Supervised Machine Learning: A Case of Malaria Indicator and Demographic Health Surveys Data
Abstract: Quality data remains an indispensable asset of data driven models required for solving analytical problems using machine learning tools and techniques. However, raw data is characterized by feature dependency, class imbalance, outliers, missing data, and so on, which oftentimes degrade the performance of machine learning models. To improve the quality of data for machine
An Effective Model for Diabetes Prediction Using Wrapper Technique
Abstract: The eighth most common cause of elevated death rates in emerging nations is diabetes. When it is not appropriately monitored, it may develop into more severe, complex illnesses. Deficiency or ineffective insulin production is the major cause of diabetes and it has no permanent cure. Medical practitioners sometimes advise a healthy balanced routine, exercise,
Performance Evaluation of LTE And WiMAX Throughput Networks
Abstract: The Long Term Evolution (LTE) and worldwide Interoperability for Microwave Access (WiMAX) Technologies offer a long term solution to the Broadband wireless communication in the last decade. Each type of application needs a certain level of service commitment from LTE and WiMAX Networks in order to operate successfully. There are a number of factors
A Smart Fishpond Water Quality Monitoring and Control System
Abstract: Measuring and controlling Fishpond water quality is a significant challenge in fish farming, especially in Africa, and has posed unexpected loss and poor yield, thereby increasing the demand for supply of fish in many African countries. Various factors, such as untimely or inefficient measurement and control of water quality parameters, availability of water, environmental
A Review of Smart Health Care for a Secure and Sustainable Nation: An Implication on Nigeria
Abstract: A secure and sustainable nation is a complex concept that needed to be approached from diverse and various dimensions of the nation economy. This paper reviews smart health care as a desirable component required for a secure and sustainable nation. The review focused on the concept of smart health care, the requirements for smart
Detection of Musical Keys Using Music Information Retrieval Toolbox in MATLAB
Abstract: Musical key recognition has traditionally been a difficult endeavour for humans, especially for people who lack adequate musical training. An expert musician must put up a lot of time and effort to listen to music and translate it into music sheets, which may be impossible for a novice to attempt. However, automatic musical key
Using Machine Learning Technique to Detect SMEs Tax Frauds in Nigeria
ABSTRACT: Tax fraud in Nigeria is on the increase and has led to the international community rating of Nigeria as one of the developing countries with a high rate of tax fraud; small and medium enterprises (SMEs) inclusive. Due to lack of introduction of advancements in technology to the SMEs taxation, government has lost most
Smart Monitoring System for Detection of Vandalism of Oil and Gas Pipeline
ABSTRACT: Pipeline infrastructure is one of the major means of transporting fluids, especially hydrocarbons; oil and gas resources in Nigeria, in which unresolved problems in pipeline facilities and their operations could result into unimaginable economic loss, environmental pollution and degradation, and loss of human lives. These problems majorly include theft of pipeline content and terrorism
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Predicting Cloud Computing Adoption in IoMT Using Deep Learning Approach
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Ensemble Intelligent Agent Model for Detection of ATM Card Frauds in Nigeria
1 file(s) 880.23 KB