Volume 12 | Issue 7 |

 Abstract

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Keywords: Bioavailability, Dapsone, Piperine, methaemoglobinaemia etc.

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vyavsayik shiksha ke dwara apani ruchi ke vyavsay chunne ki swatantrata rahti hai,pratyek vidhyarthi ki yah ruchi rahti hai ki wah apani ruchi aur star ke anusar vyavsay chune,athah ve usi vishay ka adhyyan karte hai

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takniki, gair-takniki mahavidhyalaya , vidhyarthi, vyavsayik ruchi

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Fraud discovery in functional data is a critical challenge for businesses and fiscal institutions. With the adding volume and complexity of data,

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Fraud Detection, operating system, Machine Learning, Operational Data, Logistic Regression, Decision Trees, Random Forests, Neural Networks, Anomaly Detection

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This study investigates composites using natural fibers (such as banana and sisal) combined with epoxy resin to produce laminating boards. The manufacturing process employed the wooden mold fiber stitching method, where fibers are embedded in a mold and saturated with epoxy resin, ensuring uniform distribution and strong bonding. Chemically treated fibers exhibited significantly enhanced flexural strength, indicating improved adhesion between fibers and the epoxy matrix. Orientation studies revealed that configurations like 0-90 degrees and 45-45 degrees consistently demonstrated superior tensile and flexural strengths, emphasizing the importance of fiber alignment in optimizing mechanical properties. Layering techniques, by adding multiple fiber-reinforced epoxy resin layers, not only increased material thickness but also enhanced structural integrity and resilience against potential failure modes. These findings underscore the potential of natural fiber-reinforced epoxy composites in various applications such as automotive components, construction materials, and aerospace structures. Further research could focus on optimizing fiber treatment methods, exploring additional orientation configurations, and refining layering strategies to maximize performance and durability in specific engineering applications.

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Sisal fiber, Banana fiber, Natural Fiber Composites.

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The implementation of crop diversification in Bankura district, West Bengal, is crucial for ensuring both economic and environmental sustainability. Shifting from conventional cereals to more valuable crops such as vegetables and fruits has enhanced the ability to withstand changes in climate. The Herfindahl-Hirschman Index (HHI) demonstrates a shift towards diversity between the years 1997 and 2017. Variables such as irrigated area, fertiliser use and agricultural finance have a beneficial impact on diversification, whereas, rainfall, and temperature have a negative effect on it. Infrastructure development, as quantified by the expansion of road networks, enhances market connectivity and enhances economic efficiency. Policy interventions targeting irrigation, finance, and rural connection are essential for effectively promoting high-value crops, thereby guaranteeing food security and economic stability in a sustainable manner.

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Crop Diversification, High value Crops, HHI

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Among all disease Pulmonary cancer has repeatedly appeared as most crucial diseases in the history of mankind. It ranks among the frequently occurring types of cancer and a leading cause of death. The disease frequently shows no symptoms in its initial stages, which makes it very difficult to detect early. This cancer is characterized by the uncontrolled growth of cells within the lung tissue. While lung cancer cannot be entirely prevented, the likelihood of developing it can be reduced. As a result, Early detection of lung cancer is crucial. for patient survival. In this review, we have tried to look at a variety of artificial intelligence techniques for identifying lung cancer., as well as propose a new Artificial Intelligence strategy for identifying subtle patterns and delivering reliable information to pathologists.

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Artificial intelligence AI, Classifier, Data Set

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Avascular necrosis is the condition where an interruption of sub-chondral blood supply leads to death of cellular component of bone typically at weight bearing joint. Here, we present a case of 30 years old male patient presenting chief complaints of bilateral pain in knee joints with numbness since last 3 month. The pain radiating towards medial aspect of thigh which is associated with stiffness. The patient also complained difficulty in walking, crossing the leg, sitting and squatting positions. This is a known case of Avascular necrosis (AVN). As per Ayurveda, suggest this is a disease of Asthimajjagat Vaat Vyadhi. This patient was initially taken for Panchakarma procedure namely classical Virechan. After classical Virechan, Basti (Anuvasan and Asthapana) and Shamana Chikitsa were given to the patient. Pristha Abhyanga, Katiabhyanga, Avagahana, yoga as well as physiotherapy were subsequently advised to patient. The entire procedure was going on for 8 month. MRI scan of bilateral hip joint after 8 month of follow up, this treatment revealed change in AVN grade from 3rd to 2nd. The range of movement of this joint was also increased significantly. Most of these medicines are Rasayana (immuno modulatory in action). Therefore the present case study strongly suggests that Panchakarma therapy, Rasayan Aaushadhi, yoga and physiotherapy bring significant improvement in the treatment of AVN.

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Avascular Necrosis, Asthimajjagat Vaat Vyadhi, Basti, Rasayan, Yoga

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Abstract: This paper explores the intricate interplay between fantasy and children's literature through an in-depth analysis of C.S. Lewis's The Chronicles of Narnia and J.K. Rowling's Harry Potter series. By examining the historical and cultural contexts of both series, it delves into how significant events, such as World War II, shaped their narratives. The thematic exploration highlights the portrayal of the battle between good and evil, with key characters like Voldemort and Harry, and the White Witch and Aslan, embodying these struggles. The discussion on the depiction of magic reveals stark contrasts between the two series and addresses criticisms, particularly from religious groups. A detailed character analysis underscores the protagonists' growth, with Harry Potter and the Pevensie siblings undergoing profound personal journeys. The roles of supporting characters further illustrate the narrative depth and thematic complexity of both series. Additionally, the paper examines the rich symbolism and allegory, focusing on Christian symbolism in Narnia and the moral lessons in Harry Potter. The use of animals and mythical creatures, such as Aslan and Buckbeak, is analyzed for their narrative significance. Finally, the reception and impact of both series are discussed, noting the critical acclaim, controversies, and their enduring cultural legacies. This comparative study aims to highlight the enduring appeal and literary significance of these cornerstone works in fantasy and children's literature.

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Fantasy Literature, Children's Literature, Harry Potter, the Chronicles of Narnia, Symbolism and Allegory.

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: In our modern era where the internet is ubiquitous, everyone relies on online resources for news. Along with the increase in the use of social media platforms like Facebook, Twitter, etc. news spread rapidly among millions of users within a very short span of time. The spread of fake news has far-reaching consequences like the creation of biased opinions to swaying election outcomes for the benefit of certain candidates. Moreover, spammers use appealing news headlines to generate revenue using advertisements via click baits. It is harmful for the society to believe on the rumours and pretend to be a news. The need of an hour is to stop the rumours especially in the developing countries like India, and focus on the correct, authenticated news articles. Fake news detection is used to avoid rumours from spreading across various platforms, such as social media and messaging platforms. so, we aim to perform binary classification of various news articles available online with the help of concepts pertaining to Artificial Intelligence, Natural Language Processing and Machine Learning. We aim to provide the user with the ability to classify the news as fake or real and also check the authenticity of the website publishing the news. This model requires prerequisite data extracted from various news websites. Web scraping technique is used for data extraction which is further used to create datasets. The data is classified into two major categories which are true dataset and false dataset. Classifiers used for the classification of data is Logistic Regression. Based on the output received the data is classified either as true or false data. Based on that, the user can find out whether the given news is fake or not on the webserver.

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Fake news detection, Logistic Regression classification, machine learning, web scraping, Feature Extraction, TF-IDF vectorization.

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Abstract Communication is a life-long process. We can't live without communication. There are different types of communication. But intra-personal communication or spiritual communication is the most important type for our lives. This research paper explores concept of spiritual communication to achieve a successful life through the teachings of Bhagavad Gita. The Bhagavad Gita is a Hindu scripture that provides deep insight into self-awareness, mindfulness, and detachment, which is an important element of spiritual communication. Efforts will be made to know the main concepts of Bhagavad Gita regarding spiritual communication. The aim of this paper is to demonstrate how spiritual communication can be meaningful in personal development, better decision making and building better relationships. Secondary data analyzed for this paper.

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Bhagavad Gita, Spiritual Communication, Trust, Mindfulness, Detachment, Devotion.

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Creative Commons Attribution 4.0 and The Open Definition