Volume 11 | Issue 10 |

 Abstract

"Interpretable Machine Learning Models for Financial Fraud Detection"

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"Interpretable Machine Learning Models for Financial Fraud Detection"

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The purpose of the study was to find out the effects of yogic exercises and aerobic exercises on selected physiological variables namely cardio respiratory endurance, resting pulse rate, breath holding time,. The study has carried out and well designed to help to the practitioners in develop their personality factors. In this study the researcher has selected yogic and aerobic exercise training that is having more effect on physiological variables

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yogic exercises ,aerobic exercises and physiological

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Through the review of some ideas and the use of illustrative examples, we shall lay a complete basis for the definition of contact toric manifolds in this work. We are motivated by Toth and Zelditch's hypotheses on the singularity of toric integrable actions on punctured cotangent bundles of the n-torus T^n and of two spheres S^2.

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Symplectic and Contact manifolds , Toric integrable , Contact -Moment map

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The aim of this paper is to examine the value of Ethics in Bhagavad Gita for present society and its relevance of today's circumstances. The main purpose of the Bhagavad Gita is to resolve the conflict of duties which is bound to arise in the life of a wishing to one duty well and thoroughly. With its purpose of resolving ethical conflict, we can proceed with the interpretation of its main doctrines. What is the use of learning Bhagavad Gita in the present day. How relevant is to modern life. And its value does it add to one's own life. Lord Krishna manifest that Do your duty without selfish expectations purifies one's mind and gradually makes an individual fit to see the values of reason. Bhagavad Gita is one Universal encyclopedia that contain all that one needs to know in order to live here and beyond

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Ethics, Values, Resolve, Reason, Universal

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The buccal region of the oral cavity is an attractive target for administration of the drug of choice, particularly in overcoming deficiencies associated with the latter mode of administration. Problems such as high first-pass metabolism and drug degradation in the gastrointestinal environment can be circumvented by administering the drug via the buccal route. Moreover, rapid onset of action can be achieved relative to the oral route and the formulation can be removed if therapy is required to be discontinued. It is also possible to administer drugs to patients who unconscious and less co-operative. To prevent accidental swallowing of drugs adhesive mucosal dosage forms were suggested for oral delivery, which included adhesive tablets, adhesive gels, adhesive patches and many other dosage forms with various combinations of polymers, absorption enhancers. In addition to this, studies have been conducted on the development of controlled or slow release delivery systems for systemic and local therapy of diseases in the oral cavity.

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Bio adhesive polymers, Buccal formulations, Buccal Mucosa, permeation enhancers

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This Study has been under taken to identify issue with chatbot like ChatGPT, about Security data exposure, Sensitive data Leaks, lot of companies use chatbot, fed their data to chatbot train them a they respond to user input. In this Recent Years the Artificial Intelligence industry is evolved a lot , each industry transforming to Artificial intelligence ,in every field the Artificial intelligence is evolving Music , Image Generation, Text Generation, also the chatbot industry is most used and evolving field of the Artificial Intelligence industry , Generating Human like response to a user query is important feature of chatbot , most of companies using this chatbot to automate the Tasks and Provide Quality , Our Research mainly Focus on Tackling and increasing overall efficiency of the Chatbot and its Privacy , like ChatGPT. There are lot of Open Source Large Language Model(LLM) out there, which are Pretty Accurate and Fast and Light , with our research we are making a Personal Document Chat Bot which will allow you to Chat with PDF/TXT/CSV Document ,with 100% Privacy and Security ,no need to upload PDF over any server or online , using power of Open Source Large Language Model (LLM) we are going to achieve this Functionality, using this there will 100 percent security of you data and files will be achieved.

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Large Language Model, Open Ai, Chatbot, Python, Hugging Face, Chroma Vector Store

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The 21st Century Human resource Management is becoming more efficient with the best utilization of advancements in technology and automation of data. Organizations are now striving for much intelligent decisions right from finding a talent to retaining a talent. And the automation of data which in other words is known as HR Analytics has played an instrumental role in helping HR managers take intelligent as well as informed decisions. HR departments generally collect a vast data of their employees but many times it happens that the collected data remains unused and does not serve the purpose for which it is collected. HR analytics leads to the correct usage of this data and makes the HR department data driven. With the help of HR analytics the decisions can be taken based on numbers and logical reasoning rather than intuitions as it helps to convert data into information and information into insight. HR analytics if applied accurately to various functions of HR, can predict some really effective outcomes. In the mentioned context the paper aims to understand the concept of evidence based HR, concept of HR Analytics along with its importance, benefits and barriers and various types of HR Analytics. It was concluded that if HR professionals are equipped with the knowledge of analytics and if all the types of HR Analytics are practiced with utmost precision then an organization can overcome all the barriers to its implementation and gain a lot of benefits from this process and add on to its productivity as well as profitability.

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HR Analytics, HRM, Employees, Data, Analytics

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Digital revolution has created numerous opportunities in India. Internet penetration rate is very high in India which in turn has created the requirement of making India digitally active. Indian government is working on crucial projects like Smart City, Make in India and Digital India. The internet penetration rate is increasing in rural areas, but this increment is less than urban areas' internet penetration rate. The purpose of this paper is to understand the policies launched by the government of India to increase the internet self-efficacy level of people in rural areas and to understand about the various schemes of the government of India towards rural development.

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Digital, Policies, Indian policies, Rural development, India, Review

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This comprehensive review article conducts a thorough examination of the existing body of literature related to the impact of parent-child relationships on the development and expression of Oppositional Defiant Disorder (ODD) in children. Utilizing a wide range of scrutinized papers, research studies, and clinical case reports, this paper amalgamates current insights to offer a holistic comprehension of this intricate association. The review highlights critical elements within the dynamics of parent-child relationships that contribute to a child's vulnerability to ODD. These factors encompass inconsistent disciplinary methods, emotional neglect, and family conflicts. By exploring both theoretical frameworks and empirical evidence, it sheds light on the intricate interplay between these variables and the emergence of ODD symptoms. In summary, this review underscores the pressing need for further exploration and clinical initiatives within the realm of child psychology and psychiatry. By refining our comprehension of how parent-child relationships influence ODD, we can devise more efficient approaches for identifying children at risk, delivering timely interventions, and fostering healthier family interactions. This knowledge forms a crucial foundation for enhancing the overall well-being and future prospects of children affected by ODD.

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Creative Commons Attribution 4.0 and The Open Definition

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This comprehensive review article conducts a thorough examination of the existing body of literature related to the impact of parent-child relationships on the development and expression of Oppositional Defiant Disorder (ODD) in children. Utilizing a wide range of scrutinized papers, research studies, and clinical case reports, this paper amalgamates current insights to offer a holistic comprehension of this intricate association. The review highlights critical elements within the dynamics of p

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An important technical advancement with substantial ramifications for the real estate sector is the adoption of a blockchain-based land registration system. This distributed ledger system is intended to completely record and securely retain every transaction that takes place during the complex process of purchasing land. Land registration has historically been a laborious and drawn-out process, complicated by paperwork, middlemen, and the possibility of mistakes. Blockchain technology integration offers a groundbreaking solution in this situation. The possibility of this blockchain-based technology to improve and speed up land ownership transfers is one of its main benefits. The transfer of land ownership from the seller to the new buyer is made substantially more efficient and transparent when the blockchain serves as the underlying infrastructure. All parties involved have a precise and impenetrable record of the transaction because every step of the process is immutably recorded on the blockchain. All stakeholders' trust is improved as a result of the increased transparency, which lowers the likelihood of disagreements and fraud. The advantages apply to a number of real estate ecosystem stakeholders. The land acquisition process is streamlined, affordable, and secure for both buyers and sellers, requiring fewer middlemen and shorter administrative processes. Those in charge of monitoring and approving land transactions, known as government registrars, can also benefit from this technology. They may use the capabilities of the blockchain to streamline their regulatory processes, cut down on administrative costs, and quicken the process of land registration. Additionally, the decentralized nature of the blockchain guarantees that data is resistant to fraud and tampering, protecting the integrity of land records. Because of this, the blockchain-based Land Registration system not only reduces the administrative burdens related to land transactions but also increases trust in the veracity and accuracy of property ownership records, ultimately improving the overall stability and effectiveness of the real estate market.

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Block Chain, Ecosystem, Land Acquisition, Administrative Process, Ownership Transfer.

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Creative Commons Attribution 4.0 and The Open Definition