Natural Language Processing is a flourishing aspect of Data Science in both academia and industry. This paper examines the technique of sentiment classification on text data using automated Machine learning approaches. It will delve into newly introduced embedding techniques and machine learning model pipelines. The models explored in this paper consist of a simple Naive Bayes classifier, as well as several Deep Neural Models, including a Gated Recurrent Unit (GRU) and a Long Term Short Te...
This paper aims to have a brief study on the operation of an airbag deployment system using different sensors. Automobile airbag has gained acceptance over the years as an effective measure to reduce the morbidity and mortality associated with motor vehicle accidents, as such more vehicles have become equipped with them.As noble as the idea sounds new problems have been encountered with the deployment system and its relative sensors which have led to the following injuries retinal damage caus...
A major grief of network and data security experts and consultants universally is about the capabilities of infectious malicious proxies (Malware) to overrun the whole systems on networks stations in order to inflict mayhem encompassing identity theft, financial scam and systemic digital assault on infrastructures and national resources. In this work, we studied the interactions of two vulnerable classes with the infected and recovered terminals on the systems network and the active use of an...
ABSTRACT A powerful and effective numerical tool called the Variational Iteration Method has been used to solve various kinds of differential equations over the years. Though the Variational Iteration Method has not been used solely to solve various kinds of differential equations as it has always been coupled with polynomials/transforms. The core of this project is centred on using basically the Variational Iteration Method...
R program that calculate mathematical interest theory such as dollar weighted yield rate, time weighted yield rate, simple and compound interest and all others.
ABSTRACT The Employee Human Resource Management and Payroll System is an integrated system that encompasses managing all resources associated to employee such as recruitment details, payment and issues pertaining employee records processing. It is develop to eradicate the errors emanating from manual processing of staff record. Moreover, it provide employee Bio data, staff voucher preparation. TABLE OF CONTENT Title �...