Volume 12 | Issue 5 |

 Abstract

Skin cancer, among the deadliest cancers, poses a significant threat when not detected and treated promptly. Sun exposure accelerates the proliferation of skin cells, leading to its development. Early detection is crucial to prevent its spread to other parts of the body. This study proposes a computerized technique for skin cancer classification, capitalizing deep convolutional neural networks (CNNs) to enhance diagnostic accuracy and efficiency. The dataset encompasses nine distinct types of skin cancer: seborrheic keratosis, actinic keratosis, benign keratosis, nevus, vascular lesions, basal cell carcinoma, dermatofibroma, melanoma, and squamous cell carcinoma, the aim is to develop a CNN model capable of accurately diagnosing and categorizing skin cancer into these classes. By integrating image processing and deep learning techniques, augmented with various image augmentation strategies, the dataset's diversity is enhanced, thereby improving the model's robustness and generalization capability. The eventual aim is to achieve notable performance metrics for classification tasks adopting the CNN approach. The expected outcomes include a weighted average precision of 0.88, a weighted average recall of 0.74, a weighted average f1-score of 0.80, and an overall accuracy of 90.51%. These metrics serve as benchmarks for evaluating the effectiveness and reliability of the suggested CNN methodology in diagnosing skin cancer.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

CNN Method, Image processing, Melanoma, Skin cancer, Classification and detection.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Aquaconnect Society Web Application is a centralized platform designed for fisheries communities, managed by an administrator. Members can register, submit documents, and raise queries, tagging specific sub-administrators for prompt responses. The administrator oversees user management, document verification, and communication. The application includes notification system, meeting-related communication, and real-time collaboration channels. Document verification is streamlined through an approval workflow, ensuring compliance with society regulations. The application aims to enhance transparency, communication, and the overall efficiency of fisheries society management.The administrator plays a pivotal role in overseeing operations and ensuring that members receive timely and relevant information, contributing to the sustainable and efficient management of fisheries activities and here the larger buyer of fish can directly buy fish in large amount.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fisheries Community Management, Notification System, Document Submission, Query Resolution.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Innocents Abroad was Twain's first book, an account of his five-month sightseeing expedition to Europe and the holy land, as the Middle East was called in the 19th century. To be accurate, the researchers should acknowledge that The Innocents Abroad was technically not the first Mark Twain's book in particular (Twain 1). In 1867, as Twain was himself in New York getting ready for the trip that was to take him to Europe and the holy land, a friend of his from the old frontier leaves, gather together for a collection towards his newspaper pieces and brought them out in an anthology called The Celebrated Jumping Frog of Calaveras County and Other Sketches (1867). Partly because that book was so poorly printed and partly because it never really did very well with readers in later accounts of his career Mark Twain contend to forget the existence of that book. That is technically the first book of Mark Twain but even in Mark Twain's minds his career as a writer begins with The Innocents Abroad and this book was a very different story than that first book (Bridgman 29). It was published in 1869 and it was an immediate success with readers. It came to selling a hundred thousand copies in its first year. It was in fact during his lifetime the best-selling of all his books. Even if he wanted to, his contemporaries would not have let him forget The Innocents Abroad, it became a standard against which all the rest of his books were measured (Speake 30). So, if we think of him mainly as the author of Tom Sawyer and Huck Finn, for most of his career he was most immediately recognizable for the author of this travel book, The Innocent Abroad or the New Pilgrims' Progress.

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 Keywords

Understanding the First Classic of Mark Twain: An Experiential Study of The Innocents Abroad

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Micro, Small, and Medium Enterprises (MSMEs) play a pivotal role in the economic landscape of India, contributing significantly to employment generation, GDP growth, and balanced regional development. The study aims to examine the Benefits and Impact of the MSME Sector on the Indian Economy, the role of MSME sector in India, to contribution of MSME sector to economic growth of India. The study secondary data has only been used in the paper for analytical understanding.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

MSME, GDP and Exports, Employment Opportunity, Industrial Growth, Economic Recession.

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Creative Commons Attribution 4.0 and The Open Definition

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Elder Daughter Syndrome (EDS) is a psychological and social phenomenon known to exert influence on firstborn daughters who endure incommensurate responsibilities within their families. To gain an understanding of the causes, manifestations, and impacts of EDS on mental health and socioemotional development, this review paper aims to synthesize the existing literature on the subject to provide a comprehensive overview. Drawing on research from the fields of anthropology, sociology, and psychology, the study examines how cultural, familial, and individual factors interact to cause EDS. Significant factors that shape the life of the eldest daughter include the roles that cultural standards, sibling interactions, and parental expectations play. Furthermore, the review emphasizes the psychological toll, including elevated levels of stress and anxiety, as well as the possible everlasting effects on self-worth and identity development. This study aims to give a thorough understanding of EDS by combining existing research and literature. This will allow healthcare professionals, educators, and legislators to assist those who are suffering.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Elder Daughter Syndrome, psychological phenomenon, social phenomenon, firstborn daughters, family responsibilities, mental health, socio-emotional development, interdisciplinary perspectives, individual factors, cultural standards, sibling interactions, parental expectations, stress and anxiety, self-worth, and identity formation.

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Creative Commons Attribution 4.0 and The Open Definition

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The dairy sector in India has seen a significant transformation, Due to the presence of dairy cooperatives such as those involved in Operation Flood, This has been crucial for India's growth prospective However, in the 1950s and 1960s, India faced milk deficits and low production rates. The establishment of the NDDB and the 'Anand Pattern' of cooperatives helped turn things around. Led by Dr. Verghese Kurien, the NDDB played a key role in revolutionizing the Indian dairy industry and depiction as "the largest milk producer globally" present study examine about milk production and consumption in the country, tries to explores the relationship between the country's milk production and its international exports, the constant efforts made by the Government of India through the implementation of productivity enhancement and development programmes from time to time to upsurge milk production ,critical analysis regarding the requirements of dairy farming, constraints faced by the commercial farmers, threats and opportunities in the industry, and all other pertinent factors are addressed in the review for future strategizing. This study is Descriptive in nature, involves compiling of existing data sourced from a variety of channels. This includes internal sources or, more commonly, external sources (such as government statistics, organizational bodies, and the internet).

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Dairy Industry, milk Production, Market, Consumption, Development, per capita milk availability and KMF

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Controlling mosquito populations and protecting oneself from mosquito bites are crucial methods of preventing the spread of infectious diseases. As disease carriers, mosquitoes carry a variety of diseases. Generates viruses and parasites. Most insect repellents available today are made of chemicals, which are harmful to the skin and neurological system and can result in rashes, swelling, irritation of the eyes, and other health problems. As a result, natural insect repellent was preferred over repellent with chemicals. Natural components with mosquito-repelling qualities, such neem leaves, were used to make the herbal mosquito stick.Eugenol 80-90% of repellents are as effective as eucalyptus oil. Long-term repellency is demonstrated by Azedarach indica essential oil, and antioxidants can be found in cinnamon powder, lavender oil, marigold powder, lemon grass powder, and other powders.Almost all of the formulations used in the current investigation contain herbal and eco-friendly components. Because there are no negative consequences.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Mosquito repellent,Neem plant, Lavender and eucalyptus oil,Herbal cones.

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Creative Commons Attribution 4.0 and The Open Definition

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This paper delves into the phenomenon of stress and burnout among in-service teachers in India, with a specific focus on the National Education Policy 2020 (NEP 2020). It identifies the primary causes of stress and burnout, examines the impact of NEP 2020 on these factors, and proposes preventive measures. Through a thorough review of existing literature and policy documents, the paper provides insights and recommendations to enhance teacher well-being and effectiveness in the context of contemporary educational reforms.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Stress, Burnout, In-service Teachers, National Education Policy 2020 (NEP 2020), Teacher Well-being, Educational Reforms, Teacher Workload, Professional Development, Administrative Support, Technological Integration, Mental Health Resources, Teacher Support Networks, Teacher Recognition.

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Creative Commons Attribution 4.0 and The Open Definition

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Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

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SVM ,CVCF

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This abstract presents an overview of St. John's Wort (Hypericum perforatum L.), highlighting its pharmacognostic characteristics, bioactive constituents, antidepressant activity, adverse effects, marketed preparations, and uses. Pharmacognostically, St. John's Wort is identifiable by its distinctive yellow flowers and perforated leaves. Its bioactive constituents, including hypericin, hyperforin, and flavonoids, are responsible for its antidepressant activity through the inhibition of neurotransmitter reuptake. While effective in managing mild to moderate depression and anxiety, St. John's Wort exhibits adverse effects such as gastrointestinal disturbances and photosensitivity, along with potential drug interactions. Various commercial preparations, including capsules, tablets, extracts, and teas, are available in the market, differing in concentrations of bioactive constituents. Despite its therapeutic benefits, caution is warranted in its use due to adverse effects and interactions. In conclusion, St. John's Wort represents a promising herbal remedy for mood disorders, necessitating careful consideration of its safety profile and standardization of formulations to ensure optimal therapeutic outcomes.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

St. John's Wort, Hypericum perforatum L., pharmacognosy, bioactive constituents, antidepressant activity, adverse effects, marketed preparations, uses.

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Creative Commons Attribution 4.0 and The Open Definition