Volume 12 | Issue 7 |

 Abstract

With the rapid growth of technology, many people are currently working remotely and consume social media more often. Over the last few years, the Web has seen a massive growth in the number and kinds of web services. Web facilities such as online banking, gaming, and social networking have promptly evolved as people perform routine tasks. As a result, a large amount of information is uploaded on a daily basis to the Web. As these web services drive increased opportunities for people to interact, they equally offer new opportunities for criminals. URLs are launch pads for any web attacks such that any malicious intention user can steal the identity of the authorized person by sending the malicious URL. Malicious URLs are a keystone of Internet illegitimate activities. It is a form of cyber-attack, which has an adverse effect on people where the user is directed to fake websites and duped to reveal their sensitive and personal information which includes passwords of accounts, bank details, atm pin-card details etc. Hence protecting sensitive information from malwares or web phishing is difficult Aim of the phishers is to acquire critical information like username, password and bank account details. Cyber security persons are now looking for trustworthy and steady detection techniques for phishing websites detection. Hence protecting sensitive information from malwares or web phishing is difficult. By using Machine learning algorithms, we will be identifying phishing attacks and report their positives and negatives. The proposed approach is that which classifies URLs automatically by using Machine learning algorithm called logistic regression that uses binary classification.

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 Keywords

Cyber security, logistic regression, URL prediction, python programming language FAST API, feature extraction, preprocessing.

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ABSTRACT: In the automotive sector, sustaining brand loyalty and ensuring repeat business depend significantly on customer satisfaction. Hyundai Motor has seen tremendous expansion throughout the years. Company is focused on after sales service and customer satisfaction. In this study satisfaction of customer related to after sales service of Hyundai car in Gorakhpur district is identified. The data is gathered using a well-organized questionnaire. It was found that 58% of users being satisfied and 42% being unsatisfied during warranty period (free after sale service) by the Hyundai service center in Gorakhpur. 39% of paid service customers in the Gorakhpur showroom are satisfied with the company's after-sale support, while 61% of customers are not satisfied. "Delivery Time" was the main causes of consumer dissatisfaction.

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 Keywords

After Sales Service, Customer Satisfaction, Hyundai Car, Automobile, Warranty

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Using near-infrared (NIR) imaging to capture each person's vein patterns makes finger vein authentication incredibly secure and difficult to forge. These small near-infrared (NIR) sensors are ideal for use in many fields, including medicine, consumer electronics, and banking, thanks to the improved accuracy and efficiency brought about by modern machine learning and deep learning algorithms. The usage of this technology will be propelled by upcoming advancements in areas such as multi-modal biometrics, cloud computing, edge processing, and sensor technologies. Fingerprint vein authentication is a promising approach for future biometric systems because of its high level of accuracy, security, and user acceptability.

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Finger Vein Authentication, Vein Pattern, Image Processing, Deep Learning, Security, Privacy, Data Security

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The prevalence of rheumatoid arthritis in the adult Indian population using the revised ACR/EULAR criteria for the diagnosis of RA, has been found to be 0.75% projected to the whole population, this would give a total of about seven million patients in India. The prevalence of RA in India is quite similar to that reported from the developed countries. Rheumatoid Arthritis is known as Amavata in Ayurveda. This disease directly affects the quality of life of affected person. The word Amavata is a combination of two words, Ama and Vata. Ama is the apakwa ahar rasa produced in the body due to Mandagni (sluggish digestive fire). When all metabolic fires (Agni) become sluggish Ama is produced. It is Guru,Snigdha, Sthira, Sthula, and Pichhila.Ama is toxic and with the help of Vata it circulates in whole body and gets located in the Sandhis (joints), causing pain, stiffness and swelling over the joints. In Amavata, Agni (metabolic fire) plays an important role. A large number of formulations having nomenclature Amavatari Rasa are found spread across the Ayurvedic texts, But on comparing we found that most of them contain the ingredients of Amavatari Rasa as per Bhaishajya Ratnavali which has following ingredients, Parada (1 part), Gandhaka (2 part), Triphala (3 part), Chitrak (4 part), Guggulu (5 part), Eranda tail/Castor oil (Bhavana dravya).All these are having potential amapachak and agni deepan properties and hence can be used as best medicine for Amavata. Key words: Amavatari Rasa, Rheumatoid arthritis.

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Amavatari Rasa, Rheumatoid arthritis.

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Nourishing cream is a moisturizing cream to Nourish and Replenish your skin. It maximizes the skin's moisture level and makes it look soft, radiant, and smooth. It keeps your skin Nourished and Protected against dryness with a non-greasy and light effect so you can use for long duration. Nourishing cram gets quickly absorbed by the skin and suitable for all skin type especially for dry skin. Nourishing cream is a cosmetic preparation used for Protecting, Moisturizing, and Lubricating the skin. It is the complex mixture of chemical agents often occlusive help hold water in the skin after application, humectants attract moisture and Nourishment help to smooth the skin.The main aim of the work was to formulate and evaluate Nourishing cream of Cymbopogon citratus to analyze its Nourishing activity. Cymbopogon citratus was formulated and tested for Nourishing activity by topical application. Lemongrass is the medicinal plant which is richest source of bioactive compounds used in traditional and modern. The extracts were used in the formulation. After completion of formulations, it was evaluated for its physiochemical parameter like color, odor, PH, spreadability, consistency, solubility, washability, viscosity, the medicinal properties of Cymbopogon citratus since effective and easy which are used in formulation to form cream, ointment, and lotion.

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Nourish, Lubricating, Protecting.

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Diabetic neuropathy, a common complication of diabetes, causes significant nerve damage and a variety of symptoms like pain, numbness, and weakness. This review delves into how high blood sugar levels contribute to the condition through oxidative stress and metabolic issues. It covers the range of symptoms and the methods used to diagnose the disease, emphasizing the importance of thorough clinical assessments. Current treatments focus on controlling blood sugar and managing symptoms, but new therapies offer hope for better outcomes. Future research aims to overcome existing challenges and improve prevention, diagnosis, and treatment, ultimately enhancing the quality of life for those affected.

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Diabetic Neuropathy, hyperglycemia, oxidative stress, diabetic mellitus, reactive oxygen species

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Merger and acquisition (M&A) plays a vital role in corporate finance by enabling firms achieve varied objectives and financial strategies. The explosion of bank M&A has been a global phenomenon. In many emerging economies including India, bank M&A has often been driven by government policies to improve stability in the financial system. In this regards, our study aim is to examine the impact of pre and post M&A on the bank employees productivity of the largest merger of Four banks Viz., Punjab National Bank, Canara Bank, Union Bank of India and Indian Bank with six other banks in India (2017-2024) on 1st April 2020. The analysis was carried out as comparison of pre merger period (2017-2020) and post-merger period(2020-2024) ie., four years prior and four years after the merger period. The analysis was carried out to know the mean and standard deviation and paired t -test was applied to know significant difference in the selected variable via., Deposit per employee and advance per employee. The study concluded that merger and acquisition led to increase in the productivity of employees and there is significant difference in the means of pre and post merger period.

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Productivity; Merger and Acquisitions, deposits, Advances.

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Purpose - The present study investigates the impacts of physical and social infrastructures on inclusive growth and provides empirical evidence on infrastructure-inclusiveness nexus in the context of India. Data and aggregating method - This study uses annual time series data for the present analysis. In particular, we construct a composite inclusive growth index, a composite physical infrastructure index, and a composite social infrastructure index based on several developmental indicators to analyze the impact of infrastructure on inclusive growth for the period 1991 to 2015. An ad-hoc weighted method is employed to assign the weights of the indicators. Econometric methodology - The methodological approaches used in the present analysis mainly consist of time series estimation techniques. Bivariate and multivariate cointegration tests are used to analyze the long-run and short-run impacts of physical and social infrastructures on inclusive growth. In addition, the Granger causality test is performed to assess the direction of causality between the variables. Findings - The Results show that inclusive growth, physical infrastructure, and social infrastructures are cointegrated and both infrastructures have a positive and significant impact on inclusive growth in the long - run. On the other hand, physical and social infrastructures are found to have a significant and positive effect on inclusive growth in the short - run. Results of the Granger causality test confirm the existence of unidirectional causality from both physical and social infrastructure to inclusive growth. Unidirectional causality is also seen from inclusive growth to social infrastructure. Policy implications - From the policy suggestions, our empirical results suggest that policymakers should adopt policies aiming expansion of physical and social infrastructures to foster inclusive growth. Originality/Value - The present study provides empirical evidence on the infrastructure - inclusive growth nexus and examines the specific effect of physical and social infrastructures on inclusive growth in India. We consider the multidimensional nature of both inclusive growth and infrastructure while analyzing such nexus. Hence, this study makes a notable contribution to the spectrum of inclusive growth.

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Inclusive growth, Infrastructure, Physical infrastructure, Social infrastructure, Cointegration Granger causality.

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Various choices of non-zero integer solutions to non-homogeneous second degree polynomial equation with three unknowns given by are illustrated through different technical procedures.

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Mixed quadratic equation, Second degree equation with three unknowns , Integer solutions, Substitution technique, Factorization method.

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Abstract Purpose: This paper aims to provide a comprehensive analysis of the Indian steel industry's current state and future outlook, focusing on production capacity, financial performance, technological advancements, trade dynamics, and sustainability initiatives. Approach: The study employs a mixed-methods approach, utilizing secondary data from industry reports, academic journals, and government publications. It incorporates qualitative and quantitative analyses to evaluate trends, performance metrics, and strategic initiatives within the industry. Result: The findings indicate significant growth in production capacity and technological advancements, contributing to improved efficiency and product quality. However, the industry faces challenges related to environmental sustainability and regulatory compliance. Financial performance varies across companies and is influenced by market conditions and internal efficiencies. Trade dynamics reveal robust export growth but also highlight dependency on imports for certain raw materials. Practical Implications: The study's insights can guide policymakers, industry players, and investors in making informed decisions. Recommendations include investing in sustainable technologies, enhancing raw material security, and expanding market reach to ensure long-term competitiveness and growth. Originality: This paper provides a holistic view of the Indian steel industry's landscape, integrating diverse factors such as technological advancements, financial performance, and sustainability initiatives. It contributes to the existing literature by offering updated and comprehensive data-driven analysis and strategic recommendations. Paper Type: Research paper

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 Keywords

Keywords: Indian steel industry, production capacity, financial performance, technological advancements, trade dynamics, sustainability, regulatory compliance, strategic recommendations

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