Volume 10 | Issue 6

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Persons with Disability, Object of Rights, Agents of Rights, CRPD

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Creative Commons Attribution 4.0 and The Open Definition

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Global Pandemic emerged on December, 2019 that has impacted several countries, effecting more than 10lakh patients and making it a global public threat. The roots of transmission are direct contact, droplets and possibly aerosol transmissions. It has high spread rate in a short time and prevention of transmission has become a global priority. Since the start of the pandemic, affordable and sustainable access to oxygen has been a growing challenge in low- and middle-income countries. COVID-19 has put huge pressure on health systems, with hospitals in many hospitals running out of oxygen cylinders, availability of beds and other resources, resulting in preventable deaths. Due to the COVID-19 public health emergency, there may be an increased demand for hospital beds, stretchers, and mattresses to expand health care capacity in local hospitals, and health care systems through temporary expansion sites. To meet this need, manufacturers from a variety of industry sectors not traditionally associated with medical device manufacturing are looking for resources to manufacture and market these devices to the healthcare community. Oxygen is an essential medicine, and despite being vital for the effective treatment of hospitalised COVID-19 patients, access in hospitals is limited due to cost, infrastructure and logistical barriers. Health facilities often cannot access the oxygen they require, resulting in the unnecessary loss of lives.

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machine Learning, Python, Pandas, Matplotlib, sklearn, Seaborn, Decision tree, Support vector Machine, 1D CNN, Dataset, Mailing system.

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A major role has always been played by Machine Learning Techniques and algorithms in the field of biomedical sciences when it comes to the topic of pattern recognition. Aid is provided by these techniques to researchers for the purpose of classifying medical imagery and for the purpose of predicting models for the possession of a greater and better understanding related to medical problems and their complexities. The subfield that relates to the machine learning techniques that come in contact with the functioning of the brain along with its structure is Deep Learning, also known as ANN or Artificial Neural Network. Convolution Neural Network or CNN has been used in this paper so as to classify images of the neural brain for the identification or differentiation of the brains of people affected with Parkinson's Disease (PD) and those that are not. Classification of complex clinical data for the detection of Parkinson's Disease or the estimation of the stage of the disease at any moment is a challenging and difficult feat to accomplish. CNN is a Machine Learning Technique that uses MRIS, MRIs, and other such rich data resources to learn from and for the developing of classification with accurate imagery. The classification of MRI data of Parkinson's Disease patients with those who were healthy was done with an accuracy of 97.63% without normalization and with an accuracy of 97.91% in the batch with normalization by using Convolution Neural Network. This successful event goes to show that CNN is good at the extraction of the foremost discriminative characteristics of the complex clinical data and thus the constant design is capacitated with the ability to effectively be used in this analysis for performing a variety of medical imaging classifications and more.

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Parkinson Diseases, Machine Learning, Artificial neural network, Convolution neural network

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It is fairly evident that an individual's excellence in performance is directly related to one's intellectual calibre, emotional well-being and physical strength. The psychological process in which a daughter values herself to gather a sense of self-worth, evaluates herself to gain self-esteem, and analyzes herself to internalize a self-image, constructs her self-identity which affects her performativity. Behavioural psychological researchers conclude that the qualitative father-daughter relationships help her in constructing a stable identity, whereas the avoidant and authoritarian fathering makes her unstable identity. But for father's support, it is likely that a daughter may not register her powerful presence in patriarchal setup. Hence, it is a prerequisite that fathers transform their role behaviour for empowering daughters to enter the masculine fields that already poses challenges. The present paper focuses on the role of father in daughter's preforming a social role identity, through different perspectives of history, patriarchy, gender, psychology and culture, and also aims to explore three narratives of different genres in comprehensive support of arguments and conclusions.

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Key Words: Patriarchy, Gender, Performance, Psychology, Self-worth, Self-esteem, Self-image, Identity, Social Roles. Parenting.

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Computer vision is the science and technology of visual acuity. It deals with the theory, design and implementation of algorithms that can automatically process visual data to identify objects, track and restore their structure and shapes. With growing interest in Computer vision use scenarios such as self-driving cars, face recognition, intelligent transport systems and more to detect and classify objects. Self-driving is currently one of the most exciting areas in which modern computer-aided technology operates. In this paper, a discussion of the current state of Computer vision on self-driving cars is discussed. The key points discussed here are self-driving car units, self-driving car parts and more focused on pedestrian identification. This paper provides a lesson for others known methods for pedestrian detection as well Tracking in photos. Some benchmark data sets are being discussed, Performance analysis metrics are also displayed.

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Computer vision, Self Driving Cars, Computer Aided Technology, Pedestrian Identification.

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Creative Commons Attribution 4.0 and The Open Definition

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Scale development, Attitude, ICT, Factor Analysis, Senior Secondary Level.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Antimicrobial,Anti-Inflammatory Activity

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Risk is common in all forms of business organisation. A business has to face risk to earn revenue for the survival, growth and to face competition. Credit risk emerges on account of default of pricing the instalment on due data. Credit risk causes economic downturn since banks fail on account of default risk from clients. In 2008 at the world level credit crisis developed due to subprime mortgages to individuals in the US leading to heavy default which impact the global financial performance. They are capable of creating significant losses during corporate failure and bankruptcy of financial institutions (Brown et al., 2014).

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Basel III, Mean score, Risk, Mitigation, Tools Mechanism, Rank, Default, Loan, Techniques.

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Creative Commons Attribution 4.0 and The Open Definition

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Adolescents, Anxiety, Depression, Loneliness, Smartphone addiction.

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Green chemistry, also known as sustainable chemistry, refers to the development of chemical products and processes that minimize or eliminate the usage and production of harmful compounds. They only utilize environmentally friendly chemicals and chemical procedures. It is built on twelve principles that can be used to develop or reproduce molecules, materials, reactions, and processes that are safer for human health and the environment from the ground up. Green Chemistry decreases the environmental impact of chemical processes and technologies, as demonstrated in this article. The goal of this research is to learn more about the role of catalysts in green chemical synthesis for a more sustainable future. In the ecologically friendly synthesis of novel and existing compounds, catalysis plays a critical role. Catalyzed processes require less energy to produce and produce fewer by-products, co-products, and other waste items, indicating increased efficiency. Catalysts can be created in such a way that they are not harmful to the environment. Catalysts come in a variety of shapes and sizes, and some of them have positive effects in the chemical industry.

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Biocatalysis, Biomass, Ionic Liquids, Critical Fluids, Microwave Irradiation, Photocatalysis, Green Chemistry

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Water is a natural resource that is essential for human life, agriculture, and the development of sustainable communities. In Haryana District, one of the most important sources of water is ground water. Rainfall that occurs during monsoons and other seasons, as well as return flows from irrigation systems, recharge from canals, lakes, and ponds, and floods all help to replenish ground water resources. This annual recharging of the aquifer helps to contribute to the dynamic ground water resources. A large quantity of the ground water that is recharged into the aquifer is stored there, and a portion of it helps to provide base flow for the rivers. The term "static resource" refers to the vast quantity of ground water that continues to be stored in the aquifer below the zone of yearly fluctuation notwithstanding the annual recharge that takes place there. Due to the fact that out of the 33 blocks that make up the subregion, 22 are over-exploited, 4 are semi-critical, and 7 are critical in terms of their ground water status, there is an urgent need to increase the amount of ground water that is being recharged. This will allow for the annual amount of ground water that is being withdrawn to be balanced out. The purpose of this research paper is to investigate current changes in the amount of ground water found in the Haryana district as well as the social effects of groundwater overdrafts in the Haryana district. In addition to this the researcher has also suggest some measures to raise the ground water level in the Haryana Sub-Region.

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Ground water, Groundwater Overdraft, ground water recharge, groundwater management strategies

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Smart grid is an innovative technique to enable traditional power grid system into bidirectional flow of electricity and data. The potential of SG will be increased by artificial intelligent embedded devices. Utilities are needed for collecting data with high resolution. A large amount of data will generate as part of the data collection. This was the major drawback of this system. processing this huge amount of data will cause latency and cost issues. This issue is rectified by edge computing. It acts as a median that helps in storage and communication between smart grid and resources. This paper includes the literature reviews of the related terms like edge computing and IoT-based smart grid.

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IoT, Smart grid, Edge computing, HANs, WANs, Nans, Power grid

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Creative Commons Attribution 4.0 and The Open Definition

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Cancer, Malignancy, Treatment, Melanoma

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Creative Commons Attribution 4.0 and The Open Definition

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CADM, NASSCOM, ITES, Global Services Location Index.

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Professional Competency is mainly concerned with professional competence, which is employed in core competencies. Corporate strategies at the organizational level should include core skills that align with corporate human resource management strategies. For the purpose of this study the questionnaire consists of 90 items covered on professional competence, for measuring the perceptions of trainees towards professional competence. The split-half reliability co-efficient for the perception towards professional competence scales as perceived by trainees was 0.732. Final results concluded that there is significant difference between age, gender and marital status. Female tribal trainees have high perception towards professional competence. un married trainees have high perception towards professional competence. Above 30 years age trainees have low perception compared to below 25 years and 25 to 30 years age trainees.

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Professional Competency, Tribal, Skills, Reliability, Age, Gender, Marital status.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Neural Networks based algorithms have intimated steadfast potential on various visual tasks including the recognition of Digits. This paper presents Support Vector Machine (SVM) based Real Time Hand-Written Digit Recognition System. The system involves two main sections i.e. training and recognition section. SVM classifier is used as the training algorithm and then tested it on MNIST dataset. We achieved a training accuracy of 98.05% and a test accuracy of 97.83% demonstrating that the proposed method can achieve significant and promising performance in digit recognition. Then we implemented our model to recognize user given handwritten digits in real time.

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Support Vector Machine, Handwritten Digit Recognition, Image Acquisition, Pre-Processing, Gray Image Conversion, Feature Extraction

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Monetary incorporation is an essential to financial turn of events. This has been repeated by global just as public bodies. Studies have shown that monetary avoidance has its foundations in friendly prohibition. This demonstrates the profundity and significance of monetary consideration in making comprehensive turn of events. Various investigations have uncovered degrees of monetary consideration with restricted examinations performed on the effect of monetary incorporation drives on monetary soundness. This paper reasons that improved proportions of monetary consideration which incorporate both access and use ought to be applied, since access and utilization are not the equivalent but rather beneficial. Casual monetary administrations ought to likewise be incorporated as they assume a major part in non-industrial nations.

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Financial analysis, company, profit, activity, profitability, liquidity, indebtedne

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In this cutting edge world, the quantity of vehicles is quickly developing once each day, however there is an emergency for space to leave these vehicles. To make an enhance answer for this emergency "An IOT Based Car Parking System" model assists the client with finding a parking spot for his/her vehicle through a portable application. The client can enquiry on accessibility of parking spot closest to his/her area without battle to track down an ending degree and without pondering where there is an unfilled parking spot with the assistance of versatile application that shows the quantity of empty openings in any stopping region and explore the driver to that area. Likewise this model is being carried out utilizing sensor circuit, IR sensors is utilized to observe the presence of vehicle in separate leaving region and all subtleties are gotten to from a distance by utilizing IOT. This framework utilizes less human collaboration which expands adaptability and security.

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IOT

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Creative Commons Attribution 4.0 and The Open Definition