Volume 11 | Issue 10 |

 Abstract

Machine learning (ML) approaches, based on several logical and statistical processes, provide a system the ability to learn and promote adaptability to the environment. Recognizing complicated patterns and making judgments based on the findings is the main objective of machine learning. Different machine learning methods are used to protect mobile ad hoc networks. The lack of infrastructure in MANETs makes it extremely difficult to build security measures. The security strategies used in MANETs primarily concentrate on routing path security, outlier/bad-behaviour/selfish node removal, intrusion detection, and the mitigation of malicious assaults. In order to provide effective security solutions, the researchers have been utilizing cutting-edge technologies while taking into account the dynamic environment of MANETs. These technologies include machine learning, artificial intelligence (AI), approaches based on genetic algorithms, algorithms inspired by biological processes, and others. This examination of several contemporary methods for enhancing security in MANETs is thorough and methodical, and it is presented in this paper.

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MANET, Denial-of-Service, AODV, Neural Networks, Gray hole Attack

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This review article delves into the various strategies and protocols associated with implant placement and loading in patients with partial edentulism. Partial edentulism presents a unique challenge in restorative dentistry, requiring careful consideration of implant positioning and loading to achieve optimal functional and esthetic outcomes. The review comprehensively explores the current literature on implant placement techniques, including conventional two-stage approaches, immediate placement, and guided surgery methods. Moreover, loading protocols, such as immediate, early, and delayed loading, are discussed in relation to their advantages and limitations. The review also highlights advancements in digital dentistry and their impact on implant planning and execution. By synthesizing evidence-based insights, this article provides valuable guidance for clinicians in selecting appropriate implant strategies tailored to the individual needs of partially edentulous patients. Proper decision-making regarding implant placement and loading protocols not only ensures successful osseointegration but also enhances patient satisfaction and quality of life.

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Dental Implants, Early Loading, Early Placement, Immediate Loading, Immediate Placement

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 Abstract

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??? ?????? ' ???? ?? ??? ' ??? ????? ??????

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This article explores the transformative potential of Ashtanga Yoga as a holistic approach to enhancing overall wellness and disease prevention. Ashtanga Yoga, an ancient system of physical and mental practices, offers a unique blend of postures, breath control, and meditation techniques that promote physical fitness, mental clarity, and emotional balance. By delving into the profound impact of Ashtanga Yoga on the body and mind, we unveil its role as a key tool in maintaining health, preventing diseases, and fostering a holistic sense of well-being.

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Ashtanga Yoga, Disease Prevention, Holistic Wellness, Physical Fitness, Mind-Body Balance

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The congenital abnormalities are talk of the day most of the children born are with the heart and other organ abnormalities. The social concerns and other factors of diseases cause are the factors responsible for it. Some children have inborn such diseases while others develop it with span of time. One of diseases is the abnormal condition of heart or abnormo-cardia with lot of heart disorders and syndromes that develop in the children with span of time or is in-herent. The changing life style with sedentary and materlistic approach leads to lot of cardiac diseases in children leading to lot of disabilities of primary, secondary and tertiary type. The stress in the environment leads to the suffering hence causes the diseases of heart in the people. In children due to wrong habits of eating junk food causes the heart problems. The increased heart problems are also due to increased pressure in the children due to over burden in the schools of cognitive, conative, behavioural nature.

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Abnormo-cardia, conginential heart diseases, awareness, knowledge score, leaflet

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Economy of a country depends on performance of banks. Profitability of bank depends on the how efficiently capital has been utilized and capital availability for banking activities. In today's business environment, financial analysis is considered as one of the most reliable tools to judge the performance of banking sector. This present study investigates the financial performance of selected private and public sector banks in India. It investigates the performance from 2018 to 2023 by adopting the DuPont system. This study finds that HDFC Bank's performance much better in ROE, NIM, ATO and NPM. Axis bank and ICICI Bank among all banks better in Leverage ratio.

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DuPont, Return on Equity (ROE), Net Profit Margin (NPM), Net Interest Margin (NIM), Asset Turnover Ratio (ATR) and Net Profit Margin (NPM)

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The rapid growth of electric vehicles (EVs) has brought about the imperative an increase in EVCI (Electric Vehicle Charging Infrastructure) to meet the surging demand. Within this context, our project confronts the critical challenge of strategically situating EV Charging Stations (EVCS) within a distributed power network with the dual objectives of minimizing voltage losses and associated costs. To accomplish this, we implemented a two-step methodology. First and foremost, we harnessed the Forward- Backward Sweep method to comprehensively assess voltage loss across the network. This initial phase yielded a granular understanding of the voltage profile, enabling us to pinpoint areas of concern and prioritize their mitigation. Subsequently, we devised a cost function, considering diverse factors such as installation and operational expenses, to quantify the economic ramifications of deploying EVCS at distinct locations within the network. Consequently, we applied an Arithmetic optimization algorithm to identify the best position for EVCS, a placement that simultaneously minimizes voltage loss while optimizing costs. By iteratively fine-tuning the positioning of charging stations, we unearthed solutions that strike an equilibrium between network performance and financial prudence. The results of our project serve as compelling evidence that through the systematic application of optimization techniques, it is feasible to the lion's share advantageous places where EV Charging Stations are located in a distributed network. By better utilizing the infrastructure for charging electric vehicles, this not only strengthens the distribution system's dependability and efficiency but also promotes the adoption of electric vehicles on a sustainable basis. Our findings offer invaluable insights to utility companies, policymakers, and stakeholders engaged in the planning and expansion of EVCI networks, promoting an economically and technically astute approach.

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EV charging station, distributed network data, power loss, installation cost, loss analysis, operational cost

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This study explores the complex function of empathy as a thematic concern in Thomas Harris's Red Dragon. The study analyses how different levels of empathy impact main characters - Will Graham, Francis Dolarhyde, and Reba McClane's interactions, decisions, and personal development through a close examination of these three characters. The paper examines how Dolarhyde's lack of empathy contrasts with McClane's empathic perception of him, causing his metamorphosis, and how Graham's remarkable empathetic qualities influence his investigation methods. The study reveals how this topic drives the plot, encourages reader involvement, and prompts ethical reflection by exploring the relationship between empathy and character development. This paper is significant in drawing readers' attention to consider the complex dimensions of human nature by illuminating the psychological complexities of the characters and showcasing the lasting value of empathy and its portrayal in crime fiction.

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Crime Fiction, Empathy, Psychological complexities, character development

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India's ascension to the presidency of the Group of Twenty (G-20) in 2023 represents a significant opportunity for the country to shape global economic policy, particularly in the realm of foreign trade. In International Trade G-20 plays an important role in shaping & strengthening global architecture & governance, promoting inclusive growth, increasing investment in infrastructure and strengthening financial regulation. India's G-20 Precedency include Green Development, Climate Finance & Life, Accelerated, Inclusive & Flexible Growth, Accelerating Progress on Sustainable Developmental Goals, Technological Transformation & Digital Public Structure, Multilateral Institutions for the Century and Women led development. This research paper explores India's G-20 presidency, its historical significance, and the prospects it holds for enhancing India's foreign trade. It examines India's trade policies, trade relations with key partners, and the potential impact of its presidency on global trade dynamics, greater access to markets, more favorable trade and investment agreements. Additionally, the paper analyzes the challenges and opportunities India faces during its tenure as G-20 president and offers recommendations for maximizing the benefits of this role.

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India's ascension to the presidency of the Group of Twenty (G-20) in 2023 represents a significant opportunity for the country to shape global economic policy, particularly in the realm of foreign trade. In International Trade G-20 plays an important role in shaping & strengthening global architecture & governance, promoting inclusive growth, increasing investment in infrastructure and strengthening financial regulation. India's G-20 Precedency include Green Development, Climat

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Accurate data collection and analysis for use in business growth and daily operations are crucial in today's competitive world of industries. Artificial intelligence enables the completion of tasks in the industry more quickly and effectively. Artificial intelligence is being incorporated into a number of departments, including those dealing with human resources, finances, marketing, and production. Organizations can inform their current performance and daily operations by deploying AI systems. Due to mounting financial pressure, harsh bosses now recognize the value of artificial intelligence in the workplace. This research article is based on secondary data., which was information gathered from books, journals, websites, blogs about human resources, etc. The primary goal of the research was investigating the function of artificial intelligence in the HR department and the challenges in the implementation of the same. AI plays a larger role in the human resources department than previously thought. Robotics companies can handle hiring, analyzing and collecting data, collecting data, reducing workload at work, and enhancing workplace efficiency.

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Artificial Intelligence, Human Resource Management, industries, operations.

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