Volume 11 | Issue 10 |

 Abstract

Fatigue is a widespread issue that causes cognitive and physical performance impairment and poses risks in various areas of the transportation industry. Visual cues provide valuable information for fatigue detection and monitoring due to their non-intrusive nature and the ability to capture small changes in a person's appearance and behavior. Visual cues-based fatigue detection methods are approaches that use various visual indicators to detect and assess fatigue in an individual. Various methods for using visual cues to detect fatigue in an individual have been developed using technologies such as computer vision and machine learning algorithms. This paper discusses state-of-the-art driver fatigue detection using visual cues-based methods, how these methods can be used to address an important road safety issue, and how they can transform the way driver alertness is monitored, thus avoiding accidents caused by fatigue.

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 Keywords

Driver fatigue, detection methods, visual cues

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The purpose of the current cross-sectional survey study was to examine the occupational stress experienced by secondary school teachers in one of India's North-Eastern States, as well as determine whether there were any differences in occupational stress according to certain demographic variables like gender, type of school, and area of school. In order to select the sample (367), the entire state of Nagaland was divided into four clusters, north, east, west, and south, and one district from each cluster was chosen using simple random sampling. Data was collected using a standardized questionnaire, the Occupational Stress Index. An independent sample t-test was used to analyze the data that was gathered. The findings of the study revealed, more than half of the participants (55.1 %) were experiencing occupational stress. There was a significant difference (t (365) = 4.899, p = <.001) in occupational stress between private and government school participants. However, there was no significant difference in occupational stress between male and female participants, and between urban and rural. These results suggest that it is crucial to draw attention to teachers' concerns and address them in every way possible given their responsibility in helping shape the future generations.

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 Keywords

Occupational Stress, Teachers, Demographic variables

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

A Vesicle made of Phospholipid layers with an aqueous core known as liposomes was employed in moisturising creams, sunscreen lotions to introduce nanotechnology to the cosmetics and health product industries about 40 years ago. Liposomes as potential medication carriers were first substantially investigated by the pharmaceutical sector. These preparations were said to be "MAGIC BULLETS" Nano cosmeceuticals were frequently used to treat disorders like Wrinkles, Photography, Hyperpigmentation. Pimples and Hair damage on the skin, Nails and Lips .The use of liposomes we are able to overcome some limitations including low penetration, solubility, stability, duration of impact and excessive side effects. This Review discusses numerous kinds of Cosmetic liposomes that can be used in various cosmetic formulations based on their unique qualities and finally it considers the applications of using liposomes in cosmetics.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Liposomes, Nano cosmeceuticals. Types of liposomes, Applications

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Acquaintance rape, also known as date rape, is a significant issue in India's legal landscape, characterized by non-consensual sexual acts within pre-existing relationships or social connections. This research paper explores the legal dimensions of acquaintance rape in India, focusing on the challenges within the current legal framework and proposing potential solutions to address this pressing issue. By examining the complexities of consent, the impact of social stigma, and the need for legal reforms, this paper highlights the urgent need for comprehensive changes to address this form of sexual violence effectively.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Rape, date rape, acquaintance

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Indian Grading of the betel leaf for its maturity muffled to be very crucial in commercial forms that basically crop huge value of betel leaf and individual or domain experts are usually involved in performing the grading of betel leaf based on its maturity parameter. In the recent year automatic vision-based technology has become more powerful and more efficient to many areas including agriculture field and food industry. The most common property to measure quality of the any leaf is its appearance which includes color, shape, size and surface conditions. Our main aim is to establish an automated maturity estimated for betel leaf using computer machine to replace the involvement of an individual. The analysis of color is especially an important consideration when determining the efficiency of leaf. This proposal promotes a system that could identify that leaf maturity in the connection to the color and texture of the betel leaf. The proposed work identifies the premature, mature and over mature betel leaf. Segmentation is performed by using Threshold method. Classification is done using the Random Forest classifier. The proposed work classifies the betel leaf images with an accuracy of 86.3%.

Licence: creative commons attribution 4.0

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 Keywords

Betel leaf, entropy, energy, maturity, immature, classifier, Random forest.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Stilbene and their derivatives have drawn a great recognition from the scientific community as a result of their various human health benefits. There are many traditional methods for synthesis of Stilbene compounds but with the advancement they are modified for the betterment of product yield, cost efficiency and time management. Because of less availability of Stilbene subordinate in nature, various artificial technologies are evolve to cope up with the order of these compounds with better pharmacological properties. Stilbene derivatives have many human health benefits including chemoprevention, anticancer, anti-inflammatory, antioxidant, anti-proliferative, pro aptotic, and cardio protective activities. This review is based on the advanced methodologies and techniques which are added to improvise the traditional methods of resveratrol formation.

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 Keywords

Stilbene, Resveratrol, Stilbene synthesis, Phytoalexins

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The internal migration is a complex process that can be viewed as one of the intricate issues faced in the world today. This paper provides an overview of the current status of the international or internal migration, along with its opportunity and challenges. The paper also discusses the challenges faced by the destination countries in the process of internal migration. Migration is one of the most significant issues faced in the world today. It is a complex process with a wide range of etiologist and recurrences. In this paper, we have analyzed the migration shifts in scale, course, demography, and the consequences of environment changes, new global economic and political impulse, revolution in technologies and social networks, and a huge scale of complex transformation in internal migration. India's migrant labour crisis have been a problem for a while, but the COVID-19 pandemic in 2020 brought them a lot of attention. Millions of migrant workers leave their homes and villages in search of better economic opportunities in urban areas, and these crisis highlight the risks and difficulties they face.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Migrant labour crisis, Indian economy, Internal migration

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In this work, a methodology has been proposed for analysis & forecasting of time series data. The methodology involves collecting historical stock data, preprocessing the data such as handling of incomplete data, duplicate data, and incorrectly formatted data, dealing with outliers, data normalization to ensure all inputs are on a similar scale, splitting the dataset into training and testing data sets, organize the dataset into sequential pattern. Train the proposed model using training dataset. Finally we have used the test dataset to evaluate the performance of the model. Our proposed model produces better accuracy in prediction when compared to the similar work done in the same field.

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 Keywords

Time series data analysis, data forecasting, training dataset, testing dataset, noise removal, data normalization, sequential pattern, Long short-term memory.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This study investigates the association between depression and engagement in sports, with a particular emphasis on the potential of sports as a preventive and therapeutic approach for mental health conditions. This study used a mixed-methods methodology to investigate the enduring impacts of engaging in sports activities on mental health outcomes. Specifically, it explores the associations between sports involvement, the management of depression, and other demographic variables. Additionally, this study delves into the psychological mechanisms via which sports can potentially influence depression, encompassing stress management, social support, self-efficacy, and self-esteem. This study examines the efficacy of athletics as an intervention for depression, comparing it to other established treatments. The aim is to identify the advantages of athletics as well as any potential areas of overlap with existing interventions. Additionally, this study assesses the obstacles encountered by those experiencing depression in their engagement with sporting activities, while also proposing potential remedies. The paper proposes that involvement in sports has the potential to complement existing strategies for preventing and treating mental health issues. It also provides policy recommendations, supported by empirical evidence, to encourage stakeholders to utilize sports as a means of controlling and preventing melancholy.

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 Keywords

Keywords: Depression, Sports, Mental Health, Prevention, Therapy, Psychological, Intervention.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The internal migration is a complex process that can be viewed as one of the intricate issues faced in the world today. This paper provides an overview of the current status of the international or internal migration, along with its opportunity and challenges. The paper also discusses the challenges faced by the destination countries in the process of internal migration. Migration is one of the most significant issues faced in the world today. It is a complex process with a wide range of etiologist and recurrences. In this paper, we have analyzed the migration shifts in scale, course, demography, and the consequences of environment changes, new global economic and political impulse, revolution in technologies and social networks, and a huge scale of complex transformation in internal migration. India's migrant labour crisis have been a problem for a while, but the COVID-19 pandemic in 2020 brought them a lot of attention. Millions of migrant workers leave their homes and villages in search of better economic opportunities in urban areas, and these crisis highlight the risks and difficulties they face.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Migrant labour crisis, Indian economy, Internal migration

  License

Creative Commons Attribution 4.0 and The Open Definition