Journal of Operating Systems Development & Trends
Volume 9, Issue 2 (2022)
Published
Table of contents
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Android-Based Real-Time Driver Drowsiness Detection and Alert System
Abstract: Traffic accidents cause millions of people to lose their lives every year. Statistics assert that most fatal accidents are due to driver drowsiness. So the rate of fatality due to accidents caused by drivers falling asleep is high. There have been various researches and developments on driver drowsiness and fatigue detection systems by industries and academic researchers over the years. However, the solutions produced are usually found on luxurious vehicles …
Published in Journal of Operating Systems Development & Trends · Vol. 9, Issue 2, 2022 · pp. 1–6 Read article
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Analysis of Color Theory
Abstract: This inventive venture has displayed a comprehensive diagram of the impacts that color hypothesis and color brain research have on showcased, particularly in case selecting a certain color plot run the show has an impact on buy aim. This venture delivered three thirty-second video notices that are all precisely indistinguishable, but each essentially actualizes a distinctive color conspire to run the show based on the same fundamental color. The three-color …
Published in Journal of Operating Systems Development & Trends · Vol. 9, Issue 2, 2022 · pp. 14–19 Read article
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Handwritten Digit Recognition Using Logistic Regression, SVM, KNN and CNN Algorithms
Abstract: The style of handwriting varies from person to person. Handwritten numbers are not always the same size, orientation and width. To develop a system to understand this, the machine recognizes handwritten digit images and classifies them into 10 digits (from 0 to 9). The recognition of handwritten digits is a technology which is used for the automatic recognizing and detecting handwritten digital data through various deep lerning and machine learningmodels. …
Published in Journal of Operating Systems Development & Trends · Vol. 9, Issue 2, 2022 · pp. 20–28 Read article
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Implementation of E-mail Security with Three Layers of Authentication
Abstract: E-mails are essentially based on point-to-point communication. E-mails are the most commonly used form of communication in today's business. These are now the most convenient modes of communication for most people. We will also look into adding confidentiality and integrity protection to standard email. In your daily life, how much reliance do you place on the accuracy of its contents? Consider receiving an e-mail from your mentor stating that you …
Published in Journal of Operating Systems Development & Trends · Vol. 9, Issue 2, 2022 · pp. 29–35 Read article
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Stock Price Movement Prediction using Machine Learning Algorithms and Time Series Models: A Review
Abstract: The stock market is a very important place for investment in a country. It also serves as the index of the growth for an economy. To determine the behavior of the stock market trends has been the focal point of researchers for very long. The nonlinear structure of the stock market makes it challenging to predict how the stock price will change. But it has been demonstrated that stock market …
Published in Journal of Operating Systems Development & Trends · Vol. 9, Issue 2, 2022 · pp. 7–13 Read article