Volume 10 | Issue 2

 Abstract

One of the most important goals is to develop a medical diagnosis system for disease prediction. Machine learning techniques and technologies have been effectively applied in a variety of areas, including medical diagnostics. Machine learning algorithms may be extremely useful in developing a health system to address health-related issues, such as assisting doctors in diagnosing diseases at an early stage. Diabetes is a chronic disease marked by high blood sugar levels. It has the potential to induce a variety of serious illnesses, including stroke, kidney failure, and heart attacks. When our blood oxygen level falls below the normal range, we may experience hypoxemia symptoms. It could result in a slew of complications. Heart disease, heart attack, stroke, neuropathy, nephropathy, retinopathy and vision loss, hearing loss, and so on are all symptoms of heart disease, heart attack, or stroke. This research focuses on a review of machine learning techniques for predicting diabetes and hypoxemia disease.

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 Keywords

Machine Learning algorithms, Diabetes, Hypoxemia, Healthcare, Disease

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New technologies and the available computing tools are becoming more important every day in the teaching evolution. The use of Graphical User Interfaces (GUI) with MATLAB enables the implementation of practical teaching methodologies to make easier the comprehension of a given subject. In this work, we report on the application of GUI's in order to provide the students with a simple tool for a better understanding on how to design GRIN elements for optical systems. Another GUI's advantage is that they can be converted to an executable file, so any student could use the interface in their own computer without having a MATLAB license. We present a graphical interface to show the performance of an optical device for controlling beam size and for deflecting light for coupling purposes, by a simple geometrical optics study, in a tapered GRIN lens illuminated by a parallel beam of tilted rays. We also show a graphical interface to obtain the maximum coupling efficiency between fundamental modes of two single-mode fibers by a scaling operation carried out by a GRIN fibre lens. With this interface the students can vary the magnification and the image plane in order to get the more suitable GRIN fibre lens to maximize the coupling efficiency between two fibers.

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 Keywords

MATLAB, GUI(Graphical User Interfacing), RGB, Application, Functions, Callbacks, Processing, UI(User Interfacing), Histogram, Edge Detection.

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The aim of the study was to examine the influence of character strengths on life satisfaction. The participants were 400 college students. Character strengths were studied using Value in Action Inventory by McGrawth. To study life satisfaction, Psychological well-being scale developed by Sisodia and Choudary was used. The data was analyzed using ANOVA. Findings reveal that people with high character strengths found to have higher level of life satisfaction. People with average and high character strengths significantly differ on life satisfaction. Girls found to have higher level of life satisfaction compare to boys.

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Character Strengths, Life Satisfaction, College Students

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Birds are unique in having a coat of feathers and in resting on the hind limbs alone. Hence they are defined as the feathered bipeds. For many years nest building in birds has been considered a remarkable behavior. Perhaps just as remarkable is the public scholarly consensus that bird nests are achieved by instinct alone. As a consequence, we contend that nest building is a much under investigated behavior that holds promise both for learning in that behavior as well as a new model system for examining brain-behavior relationship.

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Key Words: Breeding habit. Parental care in birds. Nest and Nest building.etc.

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Keywords: Colonialism, unrest, women voices, representation in literature, new woman

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Training, trained teachers, untrained teachers

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In many engineering applications extended surfaces known as fins, are used to enhance convective heat transfer. The problem of natural convection heat transfer for perforated fins was investigated in this work. An experimental study was conducted to investigate the natural convection heat transfer in a rectangular fin plate with no perforations ,square perforations, triangular perforation and circular perforations. The investigation is conducted to compare heat transfer rate of different fins embedded with different types of perforations. Experimental results shows the temperatures distribution and heat transfer coefficient calculated using Ansys Workbench 19.2 and Furthermore, for different perforation , the heat transfer rate and the coefficient of heat transfer also varied giving better results. The work done on various types of fins, effect of perforation shape or geometry on the heat transfer was simulated in ANSYS to determine best type of fin to be used.The comparison between experimental result and software result between the types of fins perforation was analysed for the heat transfer coefficient to clarify the best perforation shape for the required application.The experimental was reported for temperature distributions when the heat supplied are respectively. The overall conclusion shows different perforations analysed and their results are tabulated.

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perforations, Ansys workbench, Temperature distribution, Natural convection etc.

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Cassia fistula, anti cancer, anti diabetic, anti ulcer, anti fungal

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Motivation behind survey in this audit, we endeavour to give the peruser a report on clinical conclusion, the board, and treatment of Chikungunya infection (CHIKV) contamination with respect to the course of the sickness and the job of clinical research facility. CHIKV contamination advances through three stages: intense, sub-intense, and constant. Convention for patient appraisal and the board ought to be in concurrence with each stage necessities. Ongoing discoveries in spite of its amiability, CHIKV disease has shown an expansion in extreme cases during late flare-ups. Among the most impacted gathering are youngsters, older populace, and patients with co-morbidities. Moreover, since CHIKV topographical dissemination and clinical range covers with other arboviruses, differential analysis becomes vital for doctors to guarantee great administration and treatment for patients. In this audit, we depict and look at the principle manifestations, confusions, and hazard bunches for CHIKV, Dengue (DENV), and Zika (ZIKV) contaminations, with respect to key elements will manual for a precise determination. Rundown CHIKV is a rising and reemergent arbovirus that showed up in the Americas in 2014, causing huge number of diseases. The intense febrile stage is like that of dengue yet with a higher extent of incapacitating arthralgia that can persevere for quite a long time or even a long time after contamination. Serious types of CHIKV disease can prompt constant polyarthralgia, neurologic indications, or multiorgan disappointment. Treatment of CHIKV disease is principally centred on steady consideration, which incorporates the utilization of pain relieving and calming drug, rehydration, and rest. [1]

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Chikungunya, Health, Emergence Symptoms, Treatment.

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The correct leg length and the position of the hip rotation center are the most important parameters for hip implant surgery. Until now there exist no suitable methods to measure it objectively. Several methods currently exist to determine the leg length and hip rotation center (e.g. tape measure or placing blocks under the shorter leg). Until now, such systems did not provide an objective determination of both parameters and are not accurate enough. Errors >2cm are possible. More accurate measurement methods (e.g. radiological procedures like X-ray images or CT-scans) are cost-intensive and lead to unnecessary radiation for the patient. The image does not offer a view of the hip joint as single structure. Additional X-ray images are required. The aim of this work is the development of a cost-efficient system for the determination of leg length and hip rotation center using machine learning.

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Total hip replacement, implant, x-ray, machine learning

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 Abstract

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Migration and dispersions have been continuing since ancient times in humans. As we know that, the Indian diaspora is one of the largest in the world. It is believed that If you want to know the tradition or culture of some nation, you should follow their literature. Diaspora literature depicts the lives of migrants and the uncertainty that surrounds and fills them in foreign lands, and the struggles they face to find their identity. They are placed in a complex space between many worlds and cultures: they can neither forget their native land from which they came, and it would be different if they returned to it now; nor can they fully assimilate into the host land they have adopted. There are many various types of identity such as, gender identity, ethnic identity, communal identity, national identity and so on. When people migrate from their native land to abroad, he does not migrate alone but he carries with him his national identity and ethnic identity as well; these identities lives with him until his death. This research paper explores the Indianness in the writings of Indo-Canadian contemporary diasporic women writers, such as Anubha Mehta, Uma Parmesvaran and Anita Rao Badami and Shauna Singh Baldwin. These writers artistically describe Indian culture, nostalgic feelings, and their experiences through their works.

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Indianness, Indo-Canadian, contemporary, diaspora, writers, identity, women

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Keywords: DPPH, ABTS, zone of inhibition, free radical scavenging, flavonoids, phenols

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Sindoor , Sakha , Cruelty

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Technological advancements have made our lives easy and comfortable. Social media is amongst the most important development in the field of Web technology. This platform has considerably improvised over years. Social media become peremptory in fostering conventional classroom teaching. Social media platforms like Facebook, Twitter, WhatsApp, etc. are being utilized by more than half of the population, it gives us the opportunity to stay connected. We cannot ignore the use of social media as it has become an integral part of our daily life and hence it is impossible to keep it away or ignore its importance in the educational sector, even educators today are taking leverage of this platform for enhancing and improvising the process of teaching and learning. The study is descriptive in nature. It aims at finding out the differences in making the use of social media by the teachers keeping in mind their age, gender, and marital status and if they consider social media of any use in the education sector. The population of the study comprises 66 teachers of higher education. A survey was conducted and collection of data was done by the means of a questionnaire. The questionnaire used was highly structured in nature. The responses received from the respondents revealed that social media holds a place in the field of education.

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Social Media , Social Networking , Higher Education.

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Creative Commons Attribution 4.0 and The Open Definition

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Training and development, Performance

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The Appointment on public post should be strictly in accordance with articles 14 (Equality before law) and 16 (Equality of opportunity in matters of public employment) of the constitution of India. Public employment i.e. jobs controlled by the government sector in a sovereign socialist secular democratic republic has to be as set down by the Constitution and the laws made there under. Our constitutional scheme envisages employment by the Government and its instrumentalities on the basis of a procedure established in that behalf. Equality of opportunity is the hallmark, and the Constitution has provided also for affirmative action to ensure that unequal are not treated equals. Thus, any public employment has to be in terms of the constitutional scheme.

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Public employment, Constitutional Scheme, Equality of opportunity, Democratic Republic , Hallmark.

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Groundwater is a necessity now for humans as human population is growing rapidly and need of water is increasing extremely. Human life hinges on groundwater as it is easily available everywhere for drinking, irrigation and industrial purposes. This natural resource has been used continuously for many centuries and it has been deteriorating due to gigantic and anthropogenic activities. The objective of this paper to analyze the groundwater quality data of 16 years (2001-2016) in four types of morphological region (mountainous, plateau, desert and plain) from India. Five districts of India, particularly Solan and Mandi from Himachal-Pradesh, Bhatinda from Punjab, Jaisalmer from Rajasthan and Kurnool from Andhra-Pradesh has been selected as the study region. All of these districts have different morphology. For the study, secondary data has been collected through CGWB (Central ground water board) Ministry of Jal Shakti, Department of Water Resources. To compute the ground water quality Canadian Council of Ministers of the Environment Water Quality Index (CCME WQI) has been used. Mann-Kendall test (Non-parametric) was used to find a trend in WQI data for 2001-2016. Results show that mountain region has better ground water quality conditions maybe because of less population and industrial pressure or continuous fresh water supply. In all other regions Plain, Desert and Plateau ground water quality is not well. Desert region is suffering very badly with harsh ground water conditions. And with Mann-Kendall test results one can say that ground water conditions are going worse with time.

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Ground water quality, Morphological region, Central ground water board, Water Quality Index (CCME WQI), Mann-Kendall test,

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Abstract: In recent years tribal development acquired greater significance both at the national and international level in the context to raise their socio-economic status so as to bring them out of the clutches of poverty. Government has been spent for cores of rupees for tribal development and implemented number of programs for their upliftment. In this article analyse socio-economic conditions of tribes and what is the impact of SGSY, KVIB and ST Corporation on tribes in the study area.

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Tribes, Socio-Economic, Poverty, Swaranjayanti Gram Swarozgar Yojana, Khadi &Village Industries Board.

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In today's fast-moving economic world, CSR has become the spirit of every organization, lending an upper hand, and ensuring practical progress. The impact of corporate activities on the environment and society has increased the importance of controllable practices and corporate social responsibility. CSR help the business associations to create positive standing and good capital among the public. For instance, companies which carry out CSR rehearses are probably going to put resources into hardware which empowers more noteworthy item wellbeing and ecological security. Associations which put resources into CSR exercises can more effectively remake their corporate and social picture contrasted with associations without having such strategies (Bhattacharya and Sen, 2004). The main objective of this research is to analyze the corporate social performance of the selected top companies India companies especially during Covid crisis. Additionally, the research aimed to find out the correlation between profit after tax and Corporate social responsibility amount spent by the companies. The statistical tools used for the study are Grade analysis and Correlation coefficient. The most interesting findings of the study is, despite Covid Crisis and economic drop down, the companies managed to spend for CSR more than the stipulated percentage as per the Act.

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AN ANALYSIS ON CSR SPENDINGS- A NEW PERSPECTIVE ON COMPANIES RESILIENCE TOWARDS CSR DURING COVID CRISIS

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