Journal of Computer Technology & Applications
Volume 11, Issue 2 (2020)
Published
Table of contents
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BRAIN TUMOR DETECTION USING MACHINE LEARNING AND GAUSSIAN MIXTURE MODEL
Abstract: This paper provides an machine learning approach for the detection of brain tumors. The modified GMM approach is used for the detection of tumors. The ARFF dataset of tumor image is created. The training dataset is created and the efficiency of the approach is tested against the test dataset. The detection rate is 98.5.Keywords: GMM, Machine learning, technology, brain tumor, ARFF datasetCite this Article: Parimala Geetha K, C. Anna Palagan, …
Published in Journal of Computer Technology & Applications · Vol. 11, Issue 2, 2020 · pp. 1–4 Read article
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IOT based Smart Traffic Signal Violation Monitoring System using Edge Computing
Abstract: Monitoring the traffic signal surveillance camera by a group of police administrators can be a daunting task due to the sheer volume of data(videos)that must be collected and analyzed. In developing countries such as India, traffic police department need a easy way to catch the vehicle owners who have violated the traffic signal rules. Currently, they are collecting the video near the traffic signal for 24*7 and the administrators are …
Published in Journal of Computer Technology & Applications · Vol. 11, Issue 2, 2020 · pp. 10–16 Read article
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Monitoring Health of Edge Devices in Real-Time
Abstract: Monitoring all the edge devices in an enterprise environment or an edge computing environment can be a daunting task due to the sheer volume of edge devices deployed throughout an enterprise. As the size and complexity of computer environments grows, it is becoming more difficult to evaluate and recognize factors which restrict efficiency and scalability. Application developers and system administrators need tools that is easy to use so that they …
Published in Journal of Computer Technology & Applications · Vol. 11, Issue 2, 2020 · pp. 17–25 Read article
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Classroom Buddy: Attendance Monitoring and Teaching-Learning App
Abstract: Technology plays an important role in our day-to-day activities. It makes our life very easier. Technology is measured to be extremely important in every sector. It will be education, medical, engineering, agriculture, business, and industry, etc. It provides faster and more efficient ways to get the task done. In education, technology is used very frequently in different ways. It makes activities easier for students and teachers as well. The technology …
Published in Journal of Computer Technology & Applications · Vol. 11, Issue 2, 2020 · pp. 26–33 Read article
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Application of High Level Programming Language (Visual Basic): A Review
Abstract: Visual Basic is a one type of high-level Object Oriented Programming Language. It is built by the Microsoft.NET Framework. It has finally become a fully-generated Object Oriented Programming Language with all the associated features one would come to expect. It allows programmers to handle much larger applications, through improved scalability and reusability with all features. Various VB Tools are used in this program. This article discusses the new features using …
Published in Journal of Computer Technology & Applications · Vol. 11, Issue 2, 2020 · pp. 34–48 Read article
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Research Survey of Data Mining with Processing in Different fields for Next Research Directions
Abstract: Data mining (DM) is a method used for mines the different category of related data in different research fields. This is a set of different techniques like classification, clustering, prediction, outlier analysis; decision making, regression etc used for gain the knowledge for intelligence computing. In this review, explain the different research papers, architecture with components of DM, processing of DM and applications of DM in various fields for next research …
Published in Journal of Computer Technology & Applications · Vol. 11, Issue 2, 2020 · pp. 5–9 Read article