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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 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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 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

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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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Antisocial personality disorder, ASPD, ICD, DSM

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 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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 Keywords

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

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 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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COVID-19, Vitamin D, systematic review

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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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Nutritional, Pearl millet, Diversity

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

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

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

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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

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Cardiorenal Syndrome (CRS) refers to the complex interaction between the heart and kidneys, particularly when heart failure is present. This disease can have major repercussions for both of these essential organs and involves bidirectional interactions between them. To classify CRS, a number of categorization schemes have been created that consider variables such as the underlying organ malfunction and the duration of the illness. Numerous complicated components, such as hemodynamic variables, neurohormonal systems, inflammation, and more, are involved in the pathogenesis of CRS. These elements may combine to form a harmful cycle that compromises the kidneys' and heart's ability to operate. Because conventional approaches may not be as effective for treating CRS as they could be, biomarkers are being investigated as potential tools. The main goals of CRS treatment are to increase cardiac output and relieve congestion. Although diuretic resistance can be difficult to overcome, diuretics are frequently used to treat fluid overload. To combat this resistance, cutting-edge strategies including peritoneal ultrafiltration techniques and regulated diuresis are being researched. Moreover, vasodilators, inotropic therapy, and neurohormonal modulation contribute to better heart function. Studies on acute decompensated heart failure have demonstrated the potential benefits of natriuretic hormones, such as nesiritide, in lowering heart filling pressure. In summary, Cardiorenal Syndrome presents a complex interplay between the heart and kidneys, requiring multidisciplinary approaches and innovative treatments to address the challenges it poses.

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cardiorenal syndrome,. Heart kidney interaction, Renal biomarkers, Diuretics, treatment strategies diuretic resistance

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Crime's impact on society and the economy is profound, hindering quality of life and economic development. This study explores the intricate relationship between crime, economic growth, and policing in India. By analyzing state/UT-wise crime rates under the Indian Penal Code (IPC) from 2019 to 2021, significant variations are uncovered, emphasizing the need for innovative policing initiatives to address these challenges. High IPC crime rates in states like Delhi, Tamil Nadu, and Kerala coexist with lower rates in Arunachal Pradesh, Mizoram, Nagaland, Meghalaya, and Sikkim. This variation stems from law enforcement effectiveness, socio-economic conditions, and public awareness efforts. In response, law enforcement agencies have implemented initiatives such as community policing, technology integration, and public awareness campaigns. Understanding this multifaceted interplay between crime, economic development, and the police-public interface is vital for crafting comprehensive strategies to create a safer and more prosperous India. Continuous innovation in policing is paramount to meet evolving societal and economic needs.

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Crime Prevention, Crime Rate, Economic Growth, Initiatives, Policing, Police-Public Interface

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Creative Commons Attribution 4.0 and The Open Definition

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Sitagliptin, Antidiabetic, DPP-4, GLP-1,Diabetes Mellitus

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This research aims to examine the nutritional and therapeutic potential of amaranth (Amaranthus spp.), a grain of historical significance that has gained recognition for its exceptional nutritional value. The historical significance of amaranth as a staple in numerous cultures is examined, highlighting its abundance of important minerals and micronutrients. This particular food product is notable for its moderate protein composition and elevated concentrations of essential amino acids such as lysine and methionine. Furthermore, this study explores the pharmacological qualities of Amaranthus spinosus Linn., which encompass diuretic, febrifuge, and anti-inflammatory activities. This study investigates the effects of amaranth on cholesterol levels, blood glucose levels, and its antioxidant qualities. The findings provide data indicating the potential of amaranth in mitigating oxidative stress and chronic diseases. Moreover, the highlighted aspect of amaranth is its anti-hypertensive capabilities, which are ascribed to the presence of bioactive peptides. The review highlights the necessity for additional research in order to comprehensively comprehend the processes via which it operates. Furthermore, it advises exercising prudence when consuming it, particularly for persons afflicted with diabetes, owing to its impact on glycemic index. In general, amaranth exhibits potential as a viable contender for the promotion of health and the prevention of disease.

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Amaranthus spinous Linn, Antihypertensive, Bioactive compounds, Glycaemic index

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Creative Commons Attribution 4.0 and The Open Definition

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In an ever-evolving society, the intricate interplay between law enforcement, the media, and the public takes center stage. This research investigates the multifaceted relationship among these entities, which profoundly shapes the dynamics of public safety and community well-being. It delves into the significant impact of media on the police-public interface, highlighting the potential for both positive and negative influences. Positive aspects of media involvement are illuminated, emphasizing how information dissemination, accountability, public awareness, community engagement, and advocacy for justice contribute to enhancing transparency and trust in law enforcement agencies. However, the study also underscores the challenges posed by sensationalism, bias, privacy concerns, and shallow reporting. Moreover, in an era characterized by the rise of social media, the paper explores the role of digital platforms in transforming the landscape of communication between police and the public. Additionally, the study reflects on the unique case of India, where media plays a pivotal role in shaping public perceptions of law enforcement. This research underlines the critical need for ethical media practices, media literacy, and constructive dialogues among the public, media, and law enforcement to foster positive change in society. As the landscape continues to evolve, understanding and harnessing the power and responsibilities of these key stakeholders is essential for a safer, more just, and well-informed community.

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Media and Policing, Public Safety, Community Trust, Positive Media Coverage, Effective Policing, Community Well-being

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 Abstract

A federal system is a very complex, though a very popular political system among the comity of nations of the wrld today. There are more than 20 cntries that take pride in claiming to possess & practice the federal system. They include some of the biggest cntries in the wrld-U.S.A, Canada, Australia & India, & the smallest cntries like Switzerland, Austria & Yugoslavia. William H.Ricker says: "Well over half landmass of the wrld was ruled by governments that described themselves as federations. Many new institutions & conceptions have been established to meet the needs of the age, & as social & economic conditions have been different from region to region, the political ptrn has undergone changes simultaneously. Man has reacted to all these changes & adjusted himself to the changing environment by the adoption of new devices.

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And, World, Pattern, Twenty, Country

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Creative Commons Attribution 4.0 and The Open Definition

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This article explores the effects of social media use on mental health. Social media platforms allow individuals to maintain connections with friends and family, regardless of geographical distances. This connectivity can provide emotional support and reduce feelings of isolation, benefiting mental health. With the widespread popularity and accessibility of social media platforms, it is crucial to examine how these digital environments affect individuals' psychological well-being.

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social media, cyber bullying, mental health

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We include Indus-Saraswati civilization in the best system because their way of living and ability to work gives them a distinct identity; In which they can createthemselves. We found one such place in Tigrana village of Bhiwani district in thestate of Haryana. From where we have found remains of Pre-Siswal and PreHarappan civilization. Which give a different identity to this place. Remains of theadvanced and post-Harappan civilization have also been found here. The main featureof this place is the abundance of beads along with green carnelian bangles obtainedfrom here. A seal of the Harappan civilization and the art of seal making have alsobeen recovered from here. Presently this place is being destroyed. Due to which itsinformation should be made public so that it can be known.

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Ancient, geometric, decoration, chert stone, ornamented, holes, exploration.

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Speed skating, Kinesio Taping, Immediate Effects, Facilitation, Time Trial

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This research paper presents a comprehensive analysis of ten years of historical data for three prominent mutual funds: Axis Midcap Fund, DSP Small Cap Fund, and Kotak Emerging Equity Fund. The detailed examination encompasses a wide array of factors, including NAV performance, total returns, index comparisons, net assets, risk measures, top holdings, and sector allocations. These funds exhibit diverse investment strategies, performance histories, and sector diversifications, making them valuable choices for investors seeking different risk-return profiles. Key findings reveal their ability to adapt to market conditions, maintain solid track records, and offer opportunities for long-term growth. This extensive ten-year analysis aids investors in making informed decisions while considering these funds for their investment portfolios.

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Creative Commons Attribution 4.0 and The Open Definition

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Mutual Funds, Investment Analysis, NAV, Total Returns, Index Comparison, Net Assets, Risk Measures, Top Holdings, Sector Allocation, Performance History, Investment Strategies, Diversification, Long-term Growth, Investment Decision-making, Ten-Year Data Analysis.

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