Journal of Computer Technology & Applications
Volume 12, Issue 2 (2021)
Published
Table of contents
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Post-COVID-19 Challenges in the Higher Education Sector
Abstract: This epidemic is not a new concept, it has been in every era, but the arrival has been seen in every era with a new form and new name; in the 21st century, it was inscribed with the name of Corona. And that is an effort to stop the ego. If a person escaped the appearance of the ego, he or she experienced these pandemics. Due to this pandemic, everyone’s …
Published in Journal of Computer Technology & Applications · Vol. 12, Issue 2, 2021 · pp. 1–5 Read article
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Comparative Analysis of Metamorphic Testing for Service-oriented Software Applications
Abstract: The result execution correctness is executed by software testing, using test oracles. Test oracle is one of the most common problems in case of software testing but if software testing is applicable, it is too much expensive. In this study, triangle classification problem is solved by metamorphic testing. Indeed, the objective of runtime examination is not tied in with computing the specific number of steps needed for discovering an answer. …
Published in Journal of Computer Technology & Applications · Vol. 12, Issue 2, 2021 · pp. 15–25 Read article
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Study of Various Forecasting Models for Time Series Data Using Stochastic Processes
Abstract: The data which is in time stamped format is called as time series data. The time series data is everywhere, for example, weather data, stock market data, health care data, sensor data, network data, sales data and many more. Time series have various components due to which the time series data became complex. Trend, seasonality, cyclical, and irregularities, these are different components. As everyone is interested to know about future. …
Published in Journal of Computer Technology & Applications · Vol. 12, Issue 2, 2021 · pp. 26–32 Read article
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Balancing Data Utility and Data Privacy using Synthetic Data for Cyber Physical Systems
Abstract: Cyber-physical systems are becoming famous and indispensable part of smart environment. As we say so, the need for preserving the trust of users is also multiplying with time. The CPS should be designed in such a way that the private and sensitive data of users in a CPS ecosystem needs to be protected without effecting the utility of data. This issue leads to a trade-off between the two aspects which …
Published in Journal of Computer Technology & Applications · Vol. 12, Issue 2, 2021 · pp. 33–36 Read article
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Convolutional Neural Network and its Architectures
Abstract: Convolutional neural network (CNN) is a type of artificial neural network (ANN) with multiple layers. From the past decades, it has been considered as a powerful classification technique as it can handle a huge amount of imagery data. It can be applied in the field of image recognition. The name CNN has been derived from the mathematical linear operation known as convolution which is performed between two matrices. CNN has …
Published in Journal of Computer Technology & Applications · Vol. 12, Issue 2, 2021 · pp. 6–14 Read article