Volume 11 | Issue 2

 Abstract

This paper explores AI in health, wellness, socialization, and spirituality. AI has revolutionized medical diagnosis and treatment, streamlined healthcare management, and personalized wellness plans. In socialization, it enables communication and community building in processes very similar to existing ones, while in spirituality, all these (non-AI) abilities, coupled with speed, storage, and efficiency, introduce new ways of doing things. The paper also looks at the ethical problems this would create, like privacy, bias, and the effect on interactions between people. We look at these domains to see how AI can change individual and collective experiences and how to maintain an equilibrium between technological development and traditional values.

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Artificial Intelligence, Health, Wellness, Socialization, Spirituality, Ethics, Technology

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This paper explores the intricate relationship between humanity, nature, and societal expectations in rural China, focusing on how these elements interact to shape the lives of individuals and communities. By examining historical contexts, cultural beliefs, and contemporary challenges, this study highlights the profound impact of agriculture, tradition, and social structures on human identity and community dynamics. Utilizing literature, historical accounts, and sociological perspectives, This paper aims comprehensive understanding of how the interconnections of family, nature, and societal expectations influence rural life in China as depicted in the novel, The Good Earth

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Cultural Identity, Tradition, Nature, Social Hierarchy, Rural Life, Family.

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Counterparty credit risk (CCR) represents the possibility that a counterparty to a financial contract will default before fulfilling its contractual obligations. With the increasing complexity of financial markets, more than the traditional methods for assessing CCR are required to capture non-linear dependencies and complex risk dynamics. In this study, we explore applying deep learning techniques to enhance CCR modeling, focusing on implementing recurrent neural networks (RNNs) using real-world datasets. We detail the dataset characteristics, model architecture, training process, and evaluation metrics. The results indicate that deep learning models can outperform traditional approaches regarding accuracy, flexibility, and adaptability.

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Deep Learning for Counterparty Credit Risk Modeling: A Case Study with Real Data

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?????? ???? ?? ?????? ?? ?????????? ?????????? ?? ???? ?? ????? ?? ???? ?? ??????, ?????? ??? ???????? ??????? ?? ?????? ????? ??? ?? ?????? ???? ?? ?????? "?????? ???? ?? ????? ?????? ?? ??????? ??? ??????? ?? ????? ??? ?????? ?? ??? ?????? ????? ?? ??????? ?? ?"

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William Makepeace Thackeray's is one of the well-known novelists of English literature wherein the reader can sense the novelist likes and preference towards the rogue elements in society. Besides criticizing the corrupt social systems he also takes arms against the wide spread snobbishness that is pervaded more or less in every society. He also despises of the violence that is caused by the armed conquests and territorial trespassing. William Makepeace Thackeray while presenting his disgust against the moral corruption of his times also follows the Victorian ideals regarding womanhood. He is a vocal critic of the opportunistic world which gives more weightage to materialism and affluence. He believes that over and extreme greed for monetary and pecuniary objects degenerate the human race. The wealth and materialistic culture are the progeny of human misbehavior. The negative traits like pride, arrogance and disrespect creep when the human being has innumerable financial resources. The limitless wealth blinds human being and he starts to behave like Almighty. Wealth creates mentality that underestimates those who are poor and fragile. The feelings like arrogance and pride are the direct result of the limitless hoarding of money. When a person is blinded by the innumerable wealth, he or she never bothers about others and misbehaves and maltreat those who are poor and needy. Besides sternly criticizing the ill effects of materialism the novelist does not spare the women of his times.

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Affluence, aristocracy, morality, patriarchy, rogue, society, values & woman etc.

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This study aimed to develop a deeper understanding on the Uniform Civil Code. Existence of a variety of cultures, so many religions etc. are the basic characteristics of India as a nation and they carry their own exclusive and unique identity. India has her heart and soul in the religio-cultural diversity and the same has been a feature of India's identity in past, present and will continue to be in future. A 'Uniform Civil Code' (UCC) refers to a common set of rules of governance for all citizens of the country and it advocates for a system of law as per which all the sections of society without any discrimination on the basis of religion shall be treated with equality according to a national civil code, which shall be applicable to all in a uniform manner. This study utilized a qualitative research through websites, Newspapers, societal thoughts etc. The present study raises some questions and concerns related to conflict between personal laws and UCC. The UCC is a sign of modern progressive nation as the nation is reaching heights worldwide in other areas also. A progressive and broadminded outlook is needed among the people to understand the spirit of such code. Moreover, the matter being sensitive in nature and on basis of the sensitivity a committee of eminent jurists should be constituted to maintain uniformity and must keep an eye on not to hurt the sentiments of any particular community. It is found that One nation should have one Civil Code.

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UCC, equality, uniformly, community, laws.

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The article highlights the main concepts of calculus, decade long development, and numerous applications. Calculus, which was derived from the revolution work by Newton and Leibniz in the late 17th century, has greatly affected mathematical problem solving and the analytical thinking. Calculus concepts of Euler, Lagrange, and Cauchy were developed during the 19th century which moved closer to a more rigorous comprehension. A major idea of calculus--limits, derivatives, and integrals--is explained, stressing the role of these ideas for dealing with motion, rates of change, and value accumulation. In unlike circumstances with motion and velocity in the physical world, derivatives rates of change symbols are applicable, while indefinite and definite integrals find their use for calculating cumulative values and finding net change over intervals. The article explores the many uses of calculus in computer science, biology, engineering, economics, and physics. Calculus is used in physics to understand dynamic systems and forecast object motion, in engineering for optimization, in economics to model economic variables, in biology to explain biological systems, and in computer science for machine learning and artificial intelligence algorithms, such as gradient descent optimization. All things considered, the essay offers a thorough review of the background information, essential ideas, and real-world uses of calculus in a range of scientific and technical domains.

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Applications of calculus, Calculus concepts, Development, Fundamental

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The new women seek a new identity in a male dominated world no doubt women have so many bitter experiences, the miserable humiliations, the helpless cries of women go unnoticed. New women brings new ideas new thinking and new attitude, when the social pattern changed the women came forward emerged as the new women to see a new identity

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new women, new identity.

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NO

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This research paper delves into the intricate structure and dynamics of Indian federalism, examining both its theoretical underpinnings and its practical manifestation. The paper outlines the constitutional framework, delineation of powers between the central and state governments, and the evolving nature of federalism in India. It explores the challenges, successes, and the ongoing discourse surrounding this complex system of governance

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INDIAN FEDERALISM : IN THEORY AND PRACTICE

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This research investigates the dynamic relationship between tradition and modernity within the realm of Indian Miniature Painting, focusing on the emergence of contemporary themes. The study navigates through the historical context of Indian Miniature Painting, highlighting its traditional significance and thematic conventions. Acknowledging the shifting socio-cultural landscape, the research aims to understand how artists negotiate the tension between preserving age-old traditions and embracing modern influences. The theoretical framework draws upon concepts of cultural hybridity and postmodernism, providing a lens through which the evolving nature of Indian Miniature Painting is explored. Through a comprehensive literature review, the paper positions itself within the broader discourse on traditional art forms adapting to contemporary contexts. Methodologically, the research employs a qualitative approach, analyzing a selection of contemporary Indian Miniature Paintings. Case studies of individual artists and art movements serve as focal points, delving into specific instances where traditional themes undergo reinterpretation or innovative transformation. The study also engages with primary sources, such as interviews with artists, to gain insights into their creative processes and decision-making. Findings reveal a rich tapestry of contemporary themes that coexist with traditional motifs, challenging the notion of a strict dichotomy between tradition and modernity. Artists navigate this intersection by experimenting with styles, materials, and subject matter, resulting in a diverse spectrum of expressions that reflect the complexities of India's cultural landscape. The paper concludes by discussing the implications of these findings for the broader field of Indian art, emphasizing the potential for a nuanced understanding of tradition and modernity as complementary forces. The research contributes to the ongoing dialogue on the evolution of traditional art forms, urging a reconsideration of the dynamic interplay between heritage and innovation within the context of Indian Miniature Painting.

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qualitative approach, complementary forces and Indian Miniature Paintings.

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In this paper, we proposed new ranking function for solving fuzzy transportation problem by using Pascal's triangular graded mean approach. The transportation cost, demand and supply of the problem are addressed as nanogonal fuzzy numbers to represent all transportation parameters. By using this approach we find out a crisp problem. Illustrated examples of fuzzy transportation problem are given to clarify our proposed technique.

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Pascal's Triangular Graded Mean, Membership Function, Nanogonal Fuzzy Number, Fuzzy Transportation Problem

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KANPUR NAGAR AVM KANPUR DEHAT JANPAD शिक्षा में समाजशास्त्री आधार पर, धर्म और शिक्षा , धर्म की आड़ में अत्याचार

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The research study delves into the enduring significance of Indian folk arts amidst modernization and evolving cultural dynamics. Dr. Utpal K. Benerjee emphasizes the integral connection between folk arts, traditions, customs, and community consciousness, and their role in representing the diverse aspects of life. The study examines how folk arts adapt to changing societal structures, technological advancements, and commercial influences. While some transformation is inevitable, the essence of these arts lies in preserving their core values. The challenge lies in maintaining authenticity and protecting them from undue commercialization. The study underscores the role of social media in preserving and propagating folk arts, while cautioning against the loss of cultural roots. In essence, the research highlights the intricate interplay between tradition, change, and preservation in the realm of Indian folk arts.

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Folk Arts, Cultural Heritage, Tradition and Modernization, Community Consciousness, Commercialization of Art

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The study and analysis of biological data using information technology applications and computer technology techniques is known as bioinformatics. Bioinformatics represents biological data in a more effective and efficient way so that non-biologists can interpret it. A species is one of the fundamental components of biological classification and a taxonomic rank in biology. The biggest collection of organisms in which two individuals are capable of producing fertile offspring, often through sexual reproduction, is referred to as a species. The term "fauna" is equivalent to "flora" for plants, which refers to a stage of the plant life cycle that takes place in a certain place or period of time. Biota is the general term for flora, faun, and other life forms like fungus. In this research, our major goal is to identify the plant species using the IRIS dataset. We primarily employ the performance of the Artificial Neural Network Algorithm (ANN) in order to identify the plant species from a collection of IRIS plants. First, we focus on categorizing IRIS plants according to the size and type of flower leaves. Predicate logic is mostly used to accomplish this utilising a concept called neural network exploitation. We are aware that ANN is frequently used to solve pattern classification issues and produce outcomes that are optimized. In order to evaluate the taught exploitation back propagation learning algorithmic programme, we constructed a multilayer feed-forward network mechanism in this paper. We ultimately came to the conclusion that the proposed method, Particle Swam Optimization (PSO), is the best choice for determining the species name of a plant using the width and height of the sepal and petal of a plant after conducting several experiments on the given model. We have selected a set of petal and sepal width and length values from the IRIS data collection for this purpose. A new notion, such as the type of soil needed to fertilize the plant based on species and the PH value detected for the current paper, has also been added as an expansion.

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Biota, Fauna, Classification, Artificial Neural Network, Plant Species, Predicate Logic

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The Conceptual Study of Khadi and Village Industries Commission and their Entrepreneurship Development Programmes in Wardha District

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The Conceptual Study of Khadi and Village Industries Commission and their Entrepreneurship Development Programmes in Wardha District

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Fake FIR in rape cases; Problem & Solutions

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Fake FIR in rape cases; Problem & Solutions

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The role of women in the development of our country is equally important that of men. The overall development of the nation remains as a paradox until and unless the women get empowered as women constitute almost half of India's population of 1.2 billion. They must be empowered for overall development which includes socio-economic, political and psychological empowerment. SHG empowers rural women in various respects. It works as a democratic instrument for women's grass root development. Self-Help Groups are small group of individual members who voluntarily come together and form an association for achieving a common objective. Presently the self-help groups aremushrooming throughout the rural areas giving women the chance to become more empowered.It also acts as a bridge between women entrepreneurs who have the will to begin an enterprise but do not have the resources to fulfil their dream, and the finances needed for it. The empowerment of women through SHGs would give benefits not only to individual woman but also for the family and community as a whole through collective action for the development. Presently SHGs are one of India's most important tools for rural women to achieve socio-economic self-reliance or Atmanirbhar. In this paper, an attempt has been made to study the impact of SHGs in the empowerment of rural women in the study area.

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Self-help group, WomenEmpowerment, Economy, Employment

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In this article, the researcher conducted a survey to know the significant difference of workplace incivility and sharing knowledge among public and private sector employees in Telangana state. The workplace incivility conducted in different types of organisations, however in banking sector there is a scanty research work. To measure incivility in the workplace, the Uncivil Workplace Behaviour Questionnaire (UWBQ) developed by Martin and Hine (2005) used. An instrument designed by Bock and Kim (2002) used to measure knowledge sharing behaviour. The survey method was used and participants contacted by making personal visits to the banks. The result shows that there is no significant difference was found among bank employees in workplace incivility and knowledge sharing.

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workplace incivility, private sector, Public sector, Banking, UWBQ

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