Volume 9 | Issue 9 |

 Abstract

The latest smartphone stages built on new operating systems, such as iOS, Android, or Windows Phone, have been a vast achievement in recent years and built up various new opportunities. Unfortunately, 2011 also indicated to us that the new machinery and the privacy-related documents on smartphones are also gradually fascinating for attackers. In this project, mobile app malware detection, which contains a Recurrent Neural Network (RNN) classification algorithm is implemented. The malware detection data set is analyzed that contains 35 features to study the viability of classification algorithm and malware detection is made by using the LSTM method to achieve more accuracy. The unique malware dataset patterns obtained by this method is converted to their binary form and it is applied to the deep learning algorithm to classify the malware and benign files. In this method, the malware can be predicted with 98.89% accuracy using Long Short-Term Memory (LSTM) which outperforms Malware detection-based methods.

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 Keywords

Malware detection, Recurrent neural network, Feature selection, Long short-term memory, malware dataset

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Corona virus are respiratory group of viruses that causes illness from common cold to severe acute respiratory syndrome (SARS).It was first identified in Wuhan city in People republic of china. On 30 January 2020 the World Health Organisation (WHO) Declared COVID-19 as a public health concern(1) The COVID-19 is spread from human to human by droplets, direct contact with an incubation period of 2-14 days. There are preventive measures and standard operating guidelines issued of Ministry of health and welfare and World Health Organisation(2). Health Care workers are in the frontline of direct contact, are the main source of exposure to the infection. The first case in India was confirmed in Thrissur ,Kerala on Jan 30th 2020 who had returned to his home for vacation from Wuhan city(3). India already has 135926 active cases (According to Ministry of health and welfare, Government of India 12 February 2021). And, as the planet struggles, frontline health workers are particularly vulnerable to this infection(4).Coronavirus disease was declared a pandemic by the World Health Organization (WHO) on March 11, 2020(5).

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 Abstract

KHANSAVA JILE KE PARYATAB STHAL - SAMANY ADHYAN

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Creative Commons Attribution 4.0 and The Open Definition

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KHANSAVA JILE KE PARYATAB STHAL - SAMANY ADHYAN

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Sacred groves are one of the finest examples of traditional in situ conservation practices and act as treasure trove of RET plants. Two famous sacred groves of Kasaragod district of Kerala differing in physiographic features were selected for present study. Studies were aimed at the exploration and comparison of endemic and RET plant diversity of these groves. Present inventory accounted for a total of 83 RET plant species coming under 75 genera and 48 families. Their role in germplasm conservation is evident from the fact that only 26 such plants are common to these groves, while others are restricted to any one of the groves. Correct botanical name, family, vernacular name and present status of these plants is provided. This paper also discusses the threats faced by these sacred groves and need for conservation.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

RET plants, sacred groves, Kasaragod district, Kerala

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Acyclovir is an antiviral drug used for the treatment of herpes simplex virus infections, with an oral bioavailability of only 10-20% and half-life of about 3 h, and is soluble only at acidic pH (pKa 2.27). Mucoadhesive polymeric nanodrug delivery systems of acyclovir have been designed and optimized using 2(3) full factorial design. Poly (lactic-co-glycolic acid) (PLGA) (50:50) was used as the polymer along with polycarbophil as the mucoadhesive polymer and pluronic F68 as the stabilizer. From the preliminary trials, the constraints for independent variables X(1) (amount of PLGA), X(2) (amount of pluronic F68) and X(3) (amount of polycarbophil) have been fixed. The dependent variables that were selected for study were particle size, % drug entrapment and % drug release in 12 hrs. The derived polynomial equations were verified by check point formulation. The application of factorial design gave a statistically systematic approach for the formulation and optimization of nanoparticles with the desired particle size, % drug release and high entrapment efficiency. Drug: Polymer ratio and concentration of stabilizer were found to influence the particle size and entrapment efficiency of acyclovir-loaded PLGA nanoparticles. The release was found to follow Fickian as well as non-Fickian diffusion mechanism with zero-order drug release for all batches. In vitro intestinal mucoadhesion of nanoparticles increased with increasing concentration of polycarbophil. These preliminary results indicate that acyclovir-loaded mucoadhesive PLGA nanoparticles could be effective in sustaining drug release for a prolonged period.

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 Keywords

Acyclovir, Bioadhesive polymers, Transdermal Patch, Evaluation parameters

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Menstrual Hygiene, menarche, Menstrual awareness

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Creative Commons Attribution 4.0 and The Open Definition

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Coronavirus has impacted the entire e-commerce industry of the world. It has changed the nature of business. It has also affected many e-commerce businesses. COVID-19 crisis is likely to have long-lasting effects on e-commerce. E-commerce is a business model that lets firms and individuals buy and sell products and services over the internet. In addition, after COVID-19, social distancing and staying at home are expected to further encourage consumers to shop online. E-commerce involves an online transaction. It provides multiple benefits to the consumers in form of availability of goods at lower cost, wider choice, and saves time. COVID-19 is a global emergency epidemic that affects all areas of life including the economy. Growth in the world economy has decreased due to a lack of purchasing power that lasts for only at-home policy. This policy carries out to prevent the spread of COVID-19, which on the other hand actually increases the use of e-commerce and mobile commerce as means of shopping. The use of e-commerce and mobile commerce is considered capable of helping consumers to buy basic necessities and health that are needed during activities at home. Buying and selling transactions through e-commerce and mobile commerce have increased during COVID-19. This is then utilized by e-commerce and mobile commerce by providing various attractive offers for consumers. The purpose of the study is to emphasize the concept of COVID-19 and e-commerce. The research method of this study used the secondary data listed in different databases of books, research papers, and related articles of e-commerce available on the Internet. The present study has been undertaken to describe the impact of COVID-19 on e-commerce in India as well as around the world and also describe overcome from the COVID-19 situation as well as future scope of e-commerce.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

COVID-19 pandemic, e-commerce, impact, overcome, future scope.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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TLBO, PSO, convergence, error, hybrid

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Creative Commons Attribution 4.0 and The Open Definition

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Blind stick is a progressive stick designed for visually disabled humans for advanced navigation. The guy has been struggling with illnesses and weird. Visually challenged human beings are the ones that are hard to cope with of their manner. The main purpose of this paper is to feel the visually challenged people like a normal person with a higher navigation device. This smart walking stick is newer than traditional walking sticks. It makes use of a microcontroller to discover a barriers in the front, left, proper aspect, and additionally directs up-right all the way down to a man or woman. It is primarily based totally on ultrasonic sensors for distance size property. There is a voice playback module for displaying obstacles, which makes it possible to use sensors to track the path of obstacles around men or women with visual impairments. Also, a receiver and battery are attached to a stick to make it durable. This stick include LDR that's used to come across darkish area round them.

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Creative Commons Attribution 4.0 and The Open Definition

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Smart Stick, Blink stick for visually impaired peoples

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

It can be seen as a conversant reality that every work of literature addresses the fundamental ideology of an individual, their actions, emotions also the thought process and altogether it deals with en number of concepts followed by sociological aspects. The paper explores the elements of the Indian diaspora through the works of Chitra Banerjee Divakaruni's Queen of Dreams, Kiran Desai' The Inheritance of Loss and Bharati Mukherjee's Jasmine.

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Creative Commons Attribution 4.0 and The Open Definition

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Indian Writings, Diaspora Literature

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Creative Commons Attribution 4.0 and The Open Definition