Journal of Advanced Database Management & Systems
Volume 6, Issue 2 (2019)
Published
Table of contents
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5G Technology and Their Challenges
Abstract: AbstractThe purpose of this document is to examine in detail the technologies used to revolutionize and connect the world with various technologies, such as the Internet of Things (IoT) and the MIMO system. The basic idea of this document is to face the challenges of 5G technology. 5G is not an authorized term for any detail or particular file used by broadcasters or institutional bodies, such as media companies WiMAX …
Published in Journal of Advanced Database Management & Systems · Vol. 6, Issue 2, 2019 · pp. 1–7 Read article
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Comparative Analysis of algorithms for Credit Card Fraud Detection using Data Mining: A Review
Abstract: AbstractData mining is a technique to extract new useful information from existing dataset. It is used to predict various patterns from present dataset. It has a great application in the field of bank and finance. In today’s world, everything is being online, means online shopping, online banking and online payment. The problem faced by them is credit card fraud. In this, we use the data mining techniques such as classification, …
Published in Journal of Advanced Database Management & Systems · Vol. 6, Issue 2, 2019 · pp. 12–17 Read article
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Implementing FP-Growth Algorithm using Map Reduce for Mining Association Rules
Abstract: Abstract: In mining frequent itemsets, one of most important algorithms is FP-growth. FP-growth proposes an algorithm to compress information needed for mining frequent itemsets in FP-tree and recursively constructs FP-trees to find all frequent itemsets. Map Reduce is a distributed processing framework where the application is divided into many fragments of work, each of which may be executed on any node on a cluster. The main objective of this paper …
Published in Journal of Advanced Database Management & Systems · Vol. 6, Issue 2, 2019 · pp. 18–29 Read article
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Comparison Between Machine Learning and Big Data for Spam E-mail Detection
Abstract: AbstractEmail spam is tasks which are sending the unwanted messages to various email customers. Email spam is the ongoing issue for each person. The email spam is nothing but a notice of any organization/item or any sort of infection which is getting by the email customer post box with no warning. To take care of this issue, the diverse spam sifting procedure is utilized. The spam sifting procedures are utilized …
Published in Journal of Advanced Database Management & Systems · Vol. 6, Issue 2, 2019 · pp. 30–35 Read article
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A Study on Social Network Mining
Abstract: AbstractA rapid increase has been seen in the recent decade in the usage of social media. Web and web 2.0 has made it easy for users to reach out to Twitter, Facebook and other social media platforms. Most of the users depend on these social media platforms for news and opinions on trending topics. This type of dependence on these social media platforms have produced large amount of data in …
Published in Journal of Advanced Database Management & Systems · Vol. 6, Issue 2, 2019 · pp. 36–39 Read article
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An Improved Ternary Logic Synthesis Approach Using Ternary Max-Min Algebra
Abstract: AbstractQuantum computation which relies on exploiting quantum mechanical phenomena, has received significant attention in recent years. Higher dimensional quantum systems increase the density of encoded information per computing element (e.g. qutrit for the 3-level system), resulting in less resource overhead. Recently, there have been several works in the synthesis of ternary reversible functions, most of which are not scalable. Therefore, this study proposes a scalable approach for the synthesis of …
Published in Journal of Advanced Database Management & Systems · Vol. 6, Issue 2, 2019 · pp. 40–47 Read article
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Various Techniques of Data Mining in Social Network Mining: Review
Abstract: AbstractIn recent trends, social network has gained a large boom and the companies are using the social network mining as a tool for getting profit in their business. They are using different data mining techniques which we have covered in this study. We have also given a comparative study on how different data mining techniques are being used by them. Keywords: Social network mining, data mining, SVM, Bayesian networkCite this …
Published in Journal of Advanced Database Management & Systems · Vol. 6, Issue 2, 2019 · pp. 8–11 Read article