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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Principle Component Analysis(PCA),Data Science

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AEFI, Measles, Rubella, MR vaccination

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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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Column writing in Kannada Literature

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

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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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 Keywords

Museum, Education, Programmes, Disabled Person, Cultural heritage

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

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

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

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 Abstract

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

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

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Modern adaptive springs are designed in such a way that they vary their parameters with respect to applied load as well as adapt the assembly to perform well and give maximum life. In most of the cases the springs are attached with the damper mechanism. Some other springs are also attached with leaf springs to absorb shocks. The main objective of adaptive spring is to support damper mechanism to kill or absorb shock. The adaptive nature itself makes it user friendly. In this paper the development of adaptive spring is to be done with the help of CAD tool like CATIA V5R19 which is further imported into CAE Tool like ANSYS to perform various types of analysis. Structural Analysis and shape optimization analysis will give the stress and deformation values along with the scope for modifying the shape. By redesigning the spring, same analysis is to be repeated to check the results. Accordingly the conclusion will be drawn.

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Spring, Adaptive spring in CAD, CAE Tool, Shape Optimisation, Structural Analysis.

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The top objective of any pharmaceutical industry is to produce products of necessary characteristic and quality reliably, in a cost-effective manner. Development of a method is essential for discovery, development, and evaluation of medicines in the pharmaceutical formulation. The main aim of this review article was to check the development and validation of the procedure employed for the medication from the starting of the formulation to the complete commercial batch of product. At the point when an analytical technique is applied to produce outcomes for the quality of medicine associated samples, it is necessary that the outcomes are reliable. In the pharma industry, validation policy is documented for how to perform validation, types of validation and validation policy are complied with the necessities of good manufacturing practice (GMP) regulations. Validation is very important for the effective running of the pharmaceutical firms. At every stage from raw material to the finished, stability, everywhere validation was performed. The method was developed properly, and validation parameters are explained in terms of accuracy, specificity, precision, limit of detection (LOD), limit of quantitation (LOQ), ruggedness, robustness, and system suitability testing with the example of certain drugs. All validation parameters are used in the routine and stability analysis.

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Validation, Method development, Limit of quantitation, Limit of detection, Linearity, Robustness, Ruggedness.

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 Abstract

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Dravet Syndrome (DS), Infants, Stiripentol, Ketogenic diet

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The paper presents development of a device which could help the oral therapy of drug delivery to patients. The paper focuses on development of a patient friendly drug delivery device, which could automatically deliver the drug into the patient body without his notice. The proposed deice will definitely help the elderly people who very often forget taking their pills on time. In this work, we present the design, simulation and analysis of silicon-based microneedles with piezoelectrically actuated micro?uidic device for transdermal drug delivery (TDD). In the work presented in the paper depicts the use of array of cantilever beams, containing a microfluidic chamber and array of needles for drug storage and delivery. Silicon microneedles are used to pears the superficial skin layer followed by the delivery of the drug. Microneedles deliver the drug into the epidermis without disruption of nerve endings, due to which the patient does not feel any pain during drug delivery using transdermal system. Microneedles are fabricated using MEMS technology employing silicon, metals, polymers. The development of microneedle arrays is an approach which allows drug delivery through skin by improving safety, efficiency, bioavailability. The device developed in this work can deliver drug as per patient requirement.

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MEMS, Microneedles, TDD, PMMA, Polymers

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In today's world of pharmaceutical research, the majority of newly developed drugs discovered are extremely water insoluble. It has issues with multiple developmental, manufacturing, and administration procedures, resulting in a high rate of failure in clinical trials due to poor pharmacokinetics. In the present research, liquisolid system of furosemide was prepared in two different solvent systems of propylene glycol and glycerin. Approximate solubility of furosemide in propylene glycol was found to be 25 mg/ml. In accordance with mixed solvency concept, various solid solubilisers in small quantities were dissolved in propylene glycol to enhance the solubility of drug. In the blend of 10 % sodium caprylate and 10 % sodium acetate in propylene glycol, the approximate solubility of furosemide was found to be 220 mg/ml. Likewise, solubility of furosemide in glycerin was found to be 3.5 mg/ml. In accordance with mixed solvency concept, various solid solubilisers in small quantities were mixed in glycerin to enhance the solubility of drug. In a blend of 5 % sodium caprylate, 5% sodium citrate and 5 % sodium acetate in glycerin, the approximate solubility of furosemide was found to be 120 mg/ml. In another blend of 2.5% sodium caprylate, 2.5% L-arginine, 2.5% sodium acetate, 2.5% niacinamide and 5% sodium benzoate in glycerin, the approximate solubility of furosemide was found to be 140 mg/ml. This is due to solubilizing power of solids. The prepared liquisolid systems gave fast dissolution of drug. Mixed solvency concept is a very useful to develop liquisolid systems of poorly water soluble drugs.

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Mixed solvency concept, furosemide, liquisolid system, solid solubilisers, solubility

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Stress is a summation of effects on all non-specific biological experience extracted by difficulty and unpleasant exterior pleasures. One can feel it when he/she is confronted with a difficult and unavoidable situation. Stress in teaching profession restraints the quality of the teachers and the same creates a misery in the minds of the teachers due to heavy workload, multiple roles, changes in educational policy, inspection regime, continous professional growth and demands and high expectations from the teacher. Hence this study is performed to understand the factors causing stress among teachers and its effects on the education system, health and quality of life and thereby providing some suggestive measures for stress management. Teaching is a noble, prestigious and a responsible profession where the life and future of the students is dependent upon the performance of the teacher. Therefore, the teachers are the most valued assets of the country. They need to be competent as well as possess a good mental health. But today the increasing expectations from the teachers in performing the multiple tasks at institutional levels has paved the way for stress which has adverse effect on their mental health and performance. This directly affects the knowledge level of the students and may have far-reaching consequences on the entire education system. Hence, a descriptive analytical method using secondary sources of data from published books, journals and websites have been undertaken to understand the factors causing stress among teachers and its effect on their mental health and the education system and thereby recommending some suggestive measures.

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Teacher, stress, mental health

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 Abstract

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Phycocyanin, Arthrospira sp, Antioxidant, Cosmetics, Lipbalm

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Consumer Behaviour, Consumption Pattern, Advertisement, technological development

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The Mauryan empire, which had a long line of monarchs and made significant contributions to history, was one of India's greatest dynasties. The Mauryan dynasty was founded by Chandragupta Maurya/Chandragupta Maurya with the wise counsel of Chanakya. This time period is well-known for its contribution to education, stupas, and edicts. Even the ancient university Takshashila was supposed to have been founded during the Maurya period. During this period, the Arthashastra/Arttacstiram, an ancient Indian book on kingship, politics, and other similar topics, appeared. The architectural work, inscriptions, coins, and other excavations that have been discovered are the primary sources for history or how we learn about past dynasties. These materials are crucial because they allow us to reconstruct the social customs, economics, and lifestyle that existed at the time. This study will concentrate on the Mauryan inscriptions and the knowledge they left behind.

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Ashokan edicts ,Indian subcontinent, stone inscriptions, Buddhism, HYDE

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Women Empowerment, Gandhian Ideology, Nation Building

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