Volume 10 | Issue 9 |

 Abstract

according to WHO, heart disease is a leading cause of death globally with an estimated 17.9 million deaths each year. Timely and efficient disease diagnosis plays a very important role in health systems to avoid preventable deaths among people who eventually suffer from acute heart disease. In this paper, we propose an efficient and accurate system to predict heart disease based on supervised machine learning techniques. The system is based on classification algorithms including random forest, then naive bayes and K-nearest neighbor (KNN) to improve its strength with a bagging method, while standard feature selection algorithms will be used in order to obtain the best accuracy and quickly run the model

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

heart disease diagnosis, machine learning, feature selection, random forest, K-nearest neighbor, model, CA, ML, SVM, RNN, NB, RF, AUC

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Snakes play an important role in functuning of ecosystem due to predatory nature. They are involved in food chain and Food web. The present study reported 19 species of snakes belonging to 6 families from district Dindori of Madhya Pradesh. Forest area is different from rock area. Some species are common some are rare and some are very rare. There is an urgent need for strategies to conserve these rare and threatened snakes in these regions to maintained biodiversity.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Snakes, Diversity, Dindori

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Black Tea, Titrimetric analysis, Tannins, Tea brands

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

effectiveness, knowledge, Ballard score, nursing student

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

One of the aims of transferring power from the central authority to local bodies was to mitigate conflict and weaken the separatist tendencies in the conflict regions. For example, power was transferred in Uganda and Belgium, which aimed to counter the separatist tendencies there, while in Sri-Lanka, the LTTE demanded local government but never was transferred, which actually led to conflict. Since Jammu and Kashmir is a conflict region, creating and establishing institutions of local institutions was a hectic job, and then transferring power to them was even more disastrous because it was believed that this might further spark separatist aspirations, despite the state having a long history of Panchayat institutions. Despite this, the government of the state from time to time conducted elections for these institutions, which led to the establishment of Panchayat institutions. But due to conflict and political instability, these institutions became powerless and without functionaries over a period of time. This exacerbated the institutions' predicaments. After the abrogation of 370, the government of India has taken a number of steps to improve the conditions of these institutions. The present study is the secondary study that aims to analyse the impact of political instability and conflict on these institutions.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Keywords: Conflict, Elections, Political Parties, Decentralization, Political Instability

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

AIMS &OBJECTIVE: To study regarding maternal previous Obstetric history, intrapartum assessment of previous LSCS scar clinically and radiologically, Outcome of present pregnancy & complication & perinatal outcome in patients of third trimester pregnancies with previous one LSCS. DESIGN: This is a prospective hospital based study. SETTING: Obstetrics and Gynaecology department, GGG hospital , Jamnagar SAMPLE SIZE:300 women with previous LSCS during third trimester confirmed by ultra Sonography and clinical assessment scar at tertiary care centre. METHODS: Detailed information about past obstetric history, Outcome of present pregnancy in terms of mode of delivery, maternal outcome, Neonatal outcome. RESULTS: Majority of the cases of previous CS done for nonrecurrent indication can be delivered safely by the vaginal route, without any major complication. Scar thickness by USG is important but clinical assessment of scar is also important along with baby weight during labour in previous one LSCS patients.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

LSCS, USG, previous CS

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The goal of the study is to use an aqueous SDBS (sodium dodecylbemzene sulfonate) based alkali-reduction dialysis process to extract out keratin from human hair debris. the FT-IR analysis was used for the confirmation of keratin. The extracted keratin was yielded 74%. Furthermore, FT-IR reveals that throughout the extraction Procedure,The structure of keratin changed from an alpha helix to a beta sheet.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Human Hair, Alkali- Reduction, Keratin, SDBS ,FT-IR

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Linear Programming Problem (LPP) is a problem of finding the optimal value of the given linear function. The optimal value can be either maximum value or minimum value. Python (Spider) is a widely used programming language and freely available software for statistical computing. This paper is the study of determining the optimum solution for the diet problem of the teenage girls in India. We solved this problem by using Python programming. The various nutrients like carbohydrates, proteins, fats, vitamins and minerals in different food items of various food groups like cereals and millets, grain legumes, green leafy vegetables, other vegetables, fruits, roots and tubers, condiments and spices-fresh, nuts and oil seeds, sugars, milk and milk products, are helpful for maintenance, growth, reproduction and health of human beings. In this paper the various food items are taken as decision variables and constraints are designed corresponding to different nutrients. In the construction of constraints we have assumed that any intake of more than the minimum requirement of nutrients is not harmful to the human body. Here the objective is to find the optimum solution that is to find the quantity of food items that should be consumed to minimize the cost of diet which will fulfill the minimum requirement of nutrients for teenage girls.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

: Nutrients, Diet, pulp, Lp_prob.solve(), Lp_prob.objective, pandas, Dataframe.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The retrospection of literature on Work-Life Balance has been framed in light of its growing popularity, with the primary goal of achieving societal prosperity and the realization of fulfilling lives for its employees by supporting each employee's growth and the continuous development of the organization. Achieving personal and professional/organizational goals requires equal balance in both work and personal life. Because imbalances harm both personal and professional lives, it is critical to maintain a healthy balance between the two. In recent years, the phrase has evolved from terms such as work-life Stress, work-family conflict or interference, work-life compensation, work-life segmentation, work-life growth, and lastly, work-life balance. In today's environment, WLB is a crucial source of concern for employees, as extended work hours drain employees' productivity and time that they would otherwise dedicate to their families. The changing economy and today's competitive climate directly impact people's lifestyles, making them more demanding. As a result, working hands seek a healthy balance between job and personal life. This problem is now well recognized, and understanding it is essential at the individual level. The researcher looked at the literature on employee's work-life balance (WLB) in terms of the importance of WLB, theories of WLB, determinants of WLB, facilitators of WLB, coping techniques for WLB, WLB, and performance, and finally, WLB's repercussions. In the context of Work-life Balance and its practices/policies, the literature recognizes its impact on various quality of life conditions such as Job Satisfaction, Job Stress, Career Satisfaction, Turnover Intention, Absenteeism, Appreciation, and competitive environment. Through a survey of available literature, an attempt has been made to present an overview of several aspects of Work-Life Balance in this paper. Various journals, books, doctorate theses, working papers, reports, periodicals, internet sites, newspapers, and other sources have been cited as references at the end of the article.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Work-Life Balance, Job Stress, Turnover Intention, Organizational policies, Career Satisfaction, Supervisor Support, Co-worker Support.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In this mini project, we discuss about predicting GDP calculation using Differential equation in Economics. Mathematical Modeling in economics became central to economic theory during a decade. In this chapter, some application of differential equations in economic growth like Capital and Business trade cycle. Differential equation in modern dynamic economic modeling our extensions a n d modification of these classical works. Finally, differential equation presented in this chapter is introduced to model GDP.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

GDP definition, GDP of 2030, Applications of differential equation in economics.

  License

Creative Commons Attribution 4.0 and The Open Definition