Volume 11 | Issue 11 |

 Abstract

Feature extraction assumes a critical part in analyzing agricultural datasets and acquiring experiences for decision-making. In this paper we propose a methodology that consolidates Sequential Pattern Mining (SPM) and Random Forest (RF) techniques for feature extraction in agricultural datasets. The SPM-RF approach uses the temporal request of occasions in agricultural information to extract regular sequential patterns, which are then used to determine enlightening features. These features are thusly incorporated with the first dataset to make a feature-improved dataset. The Random Forest calculation is utilized to prepare a prescient model utilizing the improved features. Experimental results show the viability of the proposed SPM-RF approach in extracting significant features from agricultural datasets, empowering further developed prediction in the agricultural area.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Feature Extraction, Sequential Pattern Mining, Random Forest and Agricultural;

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Weather Now is designed to be responsive and accessible , making it convenient for users to check the weather on the go. The project emphasizes a clean and modern design, prioritizing user experience and accessibility. By leveraging modern web technologies and best practices, Weather Now aims to be a reliable and go-to destination for individuals seeking accurate and up-to-date weather information. Through the implementation of this mini-project, we intend to demonstrate the practical application of web technologies in creating a useful and engaging weather information platform. We anticipate that Weather Now will serve as a valuable tool for users, assisting them in making informed decisions based on reliable weather data.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Weather API , Weather App , Weather Forecast , Current Conditions ,Temperature, Humidity ,Wind speed, Precipitation.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) lists ten distinct kinds of personality disorders, with antisocial personality disorder (ASPD) being one of them. DSM-5 describes ASPD as "a pattern of disregard for, and violation of, the rights of others". ASPD has a number of negative effects, including interprofessional, psychological, and legal conflicts. It is frequently associated with BPD, substance abuse, depressive disorders, and high suicide risk. The majority of research estimates that between 2% and 3% of the general population has ASPD and that these people are liable for an imbalanced proportion of crime, violence, and social hardship. There is a reported 3:1 ratio of males to women, with prevalence rates in men being significantly greater than in women. Therefore, for a better understanding of this stigmatized condition that is socially constructed, this review provides an entire, complete overview of antisocial personality disorder.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Antisocial personality disorder, ASPD, ICD, DSM

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The p16INK4a regulator is a reliable biomarker for aging that is suppressed during early embryogenesis and gradually induced throughout the aging process. Its involvement in determining cell fate contributes to aging, and its expression pathways align with those of early development, suggesting that the decline of developmental pathways may be the primary driver of aging, with damage serving as a secondary factor. Aging results in decreased functionality and increased vulnerability to death, which is the main risk factor for major human diseases. This review explores the multifaceted function of P16INK4A, shedding light on the intricate molecular mechanisms that underlie its impact on cellular senescence and its broad implications for age-related diseases. The complex interaction between P16INK4A and the senescence-associated secretory phenotype (SASP) is also discussed, revealing its effects on tissue homeostasis. The article presents a compelling perspective on the therapeutic potential of interventions targeting P16INK4A, which not only hold the promise of slowing down the aging process but also offer the opportunity to mitigate age-related diseases. Through its examination of P16INK4A's role, this article presents a captivating narrative that highlights the remarkable ability of science to unravel the mysteries of aging and potentially reshape our understanding of the guardians of time.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

p16INK4a, Cellular senescence, Pathophysiology, Treatments, WNT/b-catenin pathway

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The WHO classified COVID-19 a global pandemic, and its emergence has caused a disaster in global public health. Vitamin D is one of the main micronutrients being researched for its potential to have a preventive effect against the COVID-19 condition. Serum 25-hydroxyvitamin D (25(OH)D) concentrations and the risk or severity of coronavirus disease 2019 (COVID-19) have been found to be inversely related in observational studies. The significance of vitamin D in COVID-19 has been attributed to a number of pathways, such as the modulation of immunological and inflammatory responses, control of the renin-angiotensin-aldosterone system, and participation in glucose metabolism and the cardiovascular system. Vitamin D supplementation aids to lower the risk of severe disease progression of patients with COVID-19. In order to better understand the potential impact of vitamin D insufficiency on COVID-19 status and health outcomes in COVID-19 patients, this systematic review aims to find and consolidate the relevant literature.

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Creative Commons Attribution 4.0 and The Open Definition

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COVID-19, Vitamin D, systematic review

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Creative Commons Attribution 4.0 and The Open Definition

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Pearl millet, a hardy and versatile cereal, plays a crucial role in global food security. It thrives in arid and semiarid regions, making it an indispensable crop for resource-constrained areas. This review explores the rich genetic diversity of pearl millet varieties, their distribution, and adaptation to different environments, along with their historical and cultural significance. The nutritional composition section examines the macronutrient and micronutrient content of pearl millet, highlighting its role as a source of carbohydrates, proteins, fats, vitamins, minerals, dietary fibre, and antioxidants. This diversity in nutritional content makes pearl millet an attractive choice for improving diets and addressing malnutrition. Moreover, the review explores the implications of pearl millet's diverse nutrition for human health, including its potential to combat malnutrition and non-communicable diseases. In agriculture, it discusses the adaptability of different pearl millet varieties to various environments and the potential for breeding and crop improvement. Ultimately, this review underscores the importance of recognizing and harnessing the nutritional diversity within pearl millet varieties. It highlights the need for continued research and policy support to leverage this crop's potential in enhancing global food security and promoting healthier diets.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Nutritional, Pearl millet, Diversity

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Borrowed from the legendary episode of Dushyanta-Shakuntala narrated in the Adi parva of Mahabharat, Kalidas, the greatest playwright of Ancient India in the court of Vikramaditya of 5th CE BC, has done the superb dramatisation of that love episode between Dushyanta and Shakuntala in 7 acts which extols him to the rank of a world-class playwright. Deserted by the original parents, Maharshi Viswamitra and Apsara Menaka, Shakuntala grows up under the sanctity of sainthood of Rishi Kanwa in the sylvan beauty of nature. Love at first sight begins when King Dushyanta in his mad pursuit of hunting a male deer encounters an exquisitely pretty lady in the abode of Nature, as a daughter of Green Nature. As a token of love and reminiscence, Dushyanta offers a ring to Shakuntala that acts as a symbol of loss and reunion in the core of the plot. To her rich inheritance of hermitage, Rishi Kanwa instills in her the fundamental religion of sustainability, as a married lady in her husband's house, at the time of her departure from Nature's abode to the domestic confinement in Dushyanta's house. Nature, in this love episode, plays a key role in magnifying the beauty of adolescence and virginity of Shakuntala and equally reciprocates in sharing at her departure from Kanwa's house. Rishi Kanwa in accompanying Shakuntala, takes permission of the trees, herbs, shrubs, animals and birds in Nature whom Shakuntala nurtured as a doting mother. The entire flora and fauna, surrounding Rishi Kanwa's house became silent and sad. This kind of organic involvement, caring and inter-dependence between Shakuntala and Nature percolates a nice ethic of human sustainability at the time of adversity - Nature consoles the bereaved soul. Kalidas's attempt of keeping together Nature and man-woman in the tie of love, not in exploitation, exudes a positive vibe of sustainable development through environmental caring.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Adiparva of Mahabharat, culture of hermitage, domestic ethics, nature, nostalgia, environmental sustainability.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Organizational technology as per ICAR guidelines managed by the Management Unit (ITMU) of the IIHR technologies for commercialization and security. Pheromone traps for footworm control or Bactrocera spp. and the method of foliage Commercial banana micronutrient formula by licensees. It is observed that a continued effort to breed genetically advances in fruit and vegetable preparation is in progress. Identification and isolation of cell lines with improved fertility high yield, quality and for biotic and abiotic stress tolerance is to be noticed. We need to remember that the cultivation of plants in India began at least in 5000 BC. Our ancestors were aware of the science behind cultivation of Crops. Later life soon followed with tools and methods developed for agriculture. Indian goods soon reached the world through existing trade. During colonial era they introduced exotic machines and crops to India. They became necessary for the survival of the Indians. Irrigation in medieval India reached a new milestone and Indian crops affecting the economies of other parts of the world. Land and water plans were developed for this purpose offering equal development. Despite some stagnation in the post-modern period, independent Republic of India was able to develop extensive agriculture program. This paper is an attempt to know about the Sasyashtra - Scientific text of India for the world of Botany

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Sasyashatra, Indian Knowledge, Botany, GM crops, Natural vegetation, Bioformulations, Vrikshayurveda

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Creative Commons Attribution 4.0 and The Open Definition

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Quantum mysticism, sometimes disparagingly called quantum quackery or quantum woo, is a symmetry of metaphysical beliefs and related practices that attempt to link consciousness, wisdom, spirituality, or mystical worldviews to quantum mechanical thinking and of its interpretations. The scientific knowledge of nature and its introduction, classification and description are to be explored. Some of the methods by which every scientist acquires knowledge, from physics, chemistry, and biology to chemistry are based on the study of nature and integration. They attempt to apply symmetry rules first can be termed as Naturalism. This was probably presented by many philosophers as the study of nature. Platonic philosophy was based on the belief that absolute truth can be attained through reasoning intelligence. But the major religions of the world, speak of God as a spiritual force and not a physical force. Quantum physics says that God is a cosmic force with attributes. This energy has insight and creativity. All things are made of this energy. Quantum physics is sometimes said to prove the existence of the soul due to a change in space-time that can lead to consciousness without a physical body. This paper has an attempt to study the interrelation between quantum physics spirituality and the universe.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Quantum physics, energy, metaphysics, spirituality, energy, nature and universe.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Ougeinia oojeinensis, herbal tablets, direct compression, in vitro antidiabetic activity, QbD

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Creative Commons Attribution 4.0 and The Open Definition