Volume 9 | Issue 8 |

 Abstract

Credit card fraud events take place frequently and then result in huge financial losses. The number of online transactions has grown in large quantities and online credit card transactions hold a huge share of these transactions.It is vital that credit card companies are able to identify fraudulent credit card transactions so that customers are not charged for items that they did not purchase. Such problems can be tackled with Data Science and its importance,along with Machine Learning, cannot be overstated. This project intends to illustrate the modelling of a data set using machine learning with Credit Card Fraud Detection. The Credit Card Fraud Detection Problem includes modelling past credit card transactions with the data of the ones that turned out to be fraud. Credit Card Fraud Detection is a typical sample of classification. In this process, we have focused on analyzing and pre-processing data sets as well as the deployment of multiple anomaly detection algorithms such as Local Outlier Factor and Isolation Forest algorithm and classification algorithms such as Random Forest on the PCA transformed Credit Card Transaction data.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Principle Component Analysis(PCA),Data Science

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

AEFI, Measles, Rubella, MR vaccination

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Columns are now a prominent and inseparable part of newspapers. The writings published in a fixed spot on the newspaper on fixed days can be broadly identified as columns. The Britanica Encyclopedia defines columns as 'a contribution to a newspaper, magazine or website, usually under a permanent title and devoted to comment on some aspect of the contemporary scene.' Irrespective of a permanent title the content is divese. But a common link amongst those disversifors something you get to find usually in columns. Politics, finance, litreature, art, religion, personality development, sport- keeping any such topic on spotlight, a column is written. This research article gives some aspects of column writing in Kannada Litreature.

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Creative Commons Attribution 4.0 and The Open Definition

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Column writing in Kannada Literature

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

It is a form of electronic commerce which allows consumers to directly buy goods or services over the internet using web browser or The action or activity of buying goods and services over the internet. Online shopping has gain lot of importance in present condition. But with this lot of consumer are facing problem like product are defective, late delivery , refund problem , exchange policy etc. such problem had created fear in the minds of customers and also an adverse impact in the satisfaction of consumers towards online purchase. we has done research in surat area that are customer satisfied with online shopping while they experience online shopping. We had checked the satisfaction level with the factor such as product are defective, late delivery , refund problem, exchange policy etc which the customer face that affect their online shopping decision. We also checked that which online shopping application does customer use the most.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

The study on customer satisfaction level on online shopping in surat area

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Museums are the custodians of cultural and natural heritage. These are informal centres of education. In the beginning the museum focuses on the collection of objects but now a days museum focus on their collection and their detail also. Without knowledge museum value is meaningless.Museum organises different educational programmes for all age group. In this paper the author summarises different educational role of museum.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Museum, Education, Programmes, Disabled Person, Cultural heritage

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

AIM: The goal of this study is to learn more about the clinical features and efficacy of Lenvatinib, an orally active inhibitor of several receptor tyrosine kinases, in patients with hepatocellular carcinoma. METHOD: 92 individuals with hepatocellular cancer were enrolled in a multicentre, randomised, non-inferiority trial. Lenvatinib (12mg orally once daily) was given to patients in a 1:1 ratio. RESULTS: The majority of patients (67.8%) were men. Child-Pugh A was found in 44.6% of the population, whereas Child-Pugh B was found in 39.1 %. In 9 % of cases, dose decreases were noted. PFS and OS medians were not reached. The benchmark PFS and OS at 6 and 12 months were 85.1 and 64.9 %, respectively, and 91.8 and 72.6 %, respectively. CONCLUSION: Lenvatinib therapy was shown to be effective and safe.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Lenvatinib, Hepatocellular carcinoma, Tyrosine kinase, Liver cancer, Multikinase inhibitor

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

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Key words: Effectiveness, application of breast milk, prevention of sore nipple, postnatal mothers, hind milk.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The consumption of junk food increases the risk of obesity, cardio-vascular disease, worsens appetite and digestion. The main objective of this project was to estimate the possibility of using watermelon rind, a fruit waste for production of functional foods. Studies show that Rind and seeds are rich source of dietary fiber and bioactive compounds and it could be used in various nutraceuticals. In this project the watermelon rind was ground into fine paste and utilized in chips. The chips were formulated with watermelon rind and composite flour (masoor dal, moong dal, channa dal, soybean dal), salt and pepper. The valorization of watermelon rind fortified with composite flour as a simple baked snack product has a major advantage of being an easy and light food. It is also a protein enriching snack. The final product was tested to have high dietary fiber and low fat content with nil trans-fat. It also had appreciable amount of protein.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

composite flour, dietary chips, sensory analysis, shelf life, watermelon rind.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

finance software, business models, artificial intelligence, finance information system, finance decision.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The quantity and complexity of network attacks is increasing. The majority of Internet users depend on firewalls to enforce their security policies. To protect an institutional network from malicious attacks from the public Internet, various network devices such as firewalls are used. Firewall which is commonly used for network security. Firewall technologies which are commonly used to prevent unauthorized access from internet. Firewall software is a must-have for anyone who wants to protect themselves from hacking, viruses, and other security purpose. Various types of firewall technologies are used to create a secure network. Many studies has been conducted on firewall technologies. This project proposes a technique that detects the action of the user in proxy network and to perform account suspension by detecting the user using clustering technique. The algorithm we used here is K-Means. K-Means algorithm is used for clustering.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

K-Means, Firewall, Policy, Proxy network, network address translation

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Creative Commons Attribution 4.0 and The Open Definition