Volume 13 | Issue 4 |

 Abstract

Abstract -- The main objective of this paper is to predict the possible level of carcinoma. Today Cancer is the worst disease that causes a lot of death. Because in most of the cases, it is incurable. But it is not so the case, if it is detected at earlier stage. So the earlier diagnosis is necessary. However there are so many steps and efforts are needed to predict the occurrence of carcinoma. Data mining is the process of extracting the required information from the huge volume of datasets using various algorithms. In medical field, it leads to lot of researches. Here, we use Knn algorithms, Support vector Machine algorithms and decision tree algorithms that predicts the lung cancer based on simple parameters without much efforts.

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 Keywords

Carcinoma, Data Mining, Support vector machine ,naive bayes,Decision tree

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Holistic learning and value-based education is what the National Education Policy (NEP) 2020 has to bring changes into the Indian education system. Given importance to the academic, moral, social, and emotional development of a student, the policy seeks to convert the students into responsible ethical citizens, who would be contributors of healthy strings to society. The paper is basically on understanding how value education can achieve this vision and the inclusion of value education into the curriculum, pedagogical strategies, and assessment systems. Now analyzing the key principles as mentioned in NEP 2020 such as multidisciplinary learning, and social-emotional learning (SEL) and ethical decision-making, the paper advocates performance of these components for a full-blown perspective in education. The paper also contains a discourse about the specific faces that would be encountered practically in putting into practice value-based education: readiness among teachers, design of the curriculum, and models of assessment alongside the approaches of policy recommendations to overcome these challenges. The study argues that successful incorporation of value education may demand a partnering approach among educators, policymakers, institutions, and communities. NEP 2020 is a new paradigm shift from education not just about knowledge but rather building character and citizenship. Innovative approaches such as technology-driven learning, experiential education, and community involvement can make it possible to raise a generation of ethical, socially responsible, and compassionate leaders through NEP 2020.

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Holistic Education, Value Education, NEP-2020

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The Smart ICU Patient Monitoring System is a cutting-edge healthcare solution designed to continuously track and monitor vital signs of critically ill patients in intensive care units. This system integrates IoT-based sensors with a Flask web application, enabling real-time data acquisition and visualization. The system captures key health parameters, including ECG, heart rate, oxygen saturation, and body temperature, and transmits them to a centralized dashboard for medical staff. Critical threshold breaches trigger instant alerts via SMS and voice calls, ensuring timely medical intervention. The system utilizes Raspberry Pi as the primary processing unit and SQLite for efficient data management. The web application provides secure authentication, real-time graphs, printable patient reports, and historical data access. This project highlights the potential of IoT-based remote patient monitoring, ensuring enhanced healthcare services with improved efficiency and accuracy.

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IoT, Patient Monitoring, ICU, Healthcare, Raspberry Pi, Real-time Data, Web Application, SQLite, Sensor Integration, Emergency Alerts

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Graham Swift's Waterland and John Fowles' The French Lieutenant's Woman, deliberately embrace the idea of history while also challenging historical comprehension, critics have praised both works as exceptional examples of historiographic metafiction. According to Hayden White, every narrativized history is relative, and the historian is inherently impositional. In line with White, Linda Hutcheon describes postmodern historical fiction as the kind of fiction that paradoxically and self-reflexively uses the idea of history while also rejecting its veracity. In light of White and Hutcheon's theories, this paper aims to analyze, compare, and contrast Graham Swift's Waterland and John Fowles' The French Lieutenant's Woman to demonstrate how, despite the problematic nature of the idea of reclaiming the past as it truly was, these novels approach the concept of history in different ways.

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Postmodern historiography, historiographic metafiction, subversion, self-reflexivity.

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Artificial Intelligence (AI) has emerged as a powerful tool in various domains, and the field of drug discovery and drug delivery is no exception. This review article aims to provide an overview of the applications of AI in drug discovery and delivery and explore its future prospects. The article begins by introducing the fundamental concepts of AI. Furthermore, the article discusses the AI-powered software or tools including for drug discovery, in nanotechnology and in drug formulation and delivery. Finally, the article presents the future prospects of AI in drug discovery and drug delivery systems.

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AI in drug discovery, AI in drug delivery systems, and AI-powered software or tools.

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Creative Commons Attribution 4.0 and The Open Definition

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To making herbal powder shampoo

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2

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The Digital Gram Panchayat streamlines rural governance by providing an accessible online platform for administrative services. It enables villagers to apply for certificates, pay taxes, and stay informed about government schemes, fostering transparency and efficiency. The system enhances citizen engagement, reduces bureaucratic delays, and ensures real-time tracking of applications, ultimately empowering rural communities with seamless digital governance.

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Digital Governance, Gram Panchayat, E-Governance, Rural Development, Online Public Services, Citizen Engagement, Tax Payment, Digital Administration

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This paper explores the intersection of cybersecurity and international relations, specifically through the lens of the 2007 cyber attack on Estonia. The study investigates how the attack marked a critical point in understanding the role of threats in global politics and security.By examining the attack's causes, impacts, and responses , this paper illustrates the emerging significance of cybersecurity as a component of statecraft and international diplomacy.

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o Cybersecurity o Cyber Warfare o Cyber Threats o Estonia Cyberattack 2007 o International Relations o Cyber Defense o Distributed Denial of Service (DDoS) o NATO Cyber Policy o Tallinn Manual o Sovereignty in Cyberspace

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This paper is basically consists of study of gait pattern characteristics of varying height in male and female

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Gait pattern characteristics step length step width

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