Volume 12 | Issue 10 |

 Abstract

This paper explores the application of predictive modeling in election polls, using machine learning techniques to forecast outcomes based on historical data and voter behavior patterns. Models like logistic regression and neural networks are evaluated for their accuracy in dynamic electoral environments. Additionally, the study emphasizes the importance of data security in safeguarding election integrity, discussing methods like encryption and blockchain for protecting poll data and voter information. The research highlights how combining prediction models with robust security measures can ensure accurate, secure, and trustworthy election results.

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 Keywords

Machine Learning, Encryption, Voter Behavior, Blockchain, Electoral forecasting, migitating risks.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The exponential rise of mobile devices has significantly increased the attack surface for malicious activities, particularly on the Android platform, which is the most widely used mobile operating system globally. As cyber threats evolve in sophistication, traditional signature-based malware detection techniques struggle to keep up. This paper proposes an advanced approach combining Genetic Algorithms (GA) and Convolutional Neural Networks (CNN) to enhance Android malware detection capabilities.Experimental results demonstrate the proposed model's superior accuracy, precision, and recall compared to traditional methods. By harnessing machine learning techniques, specifically the optimization power of GA and the deep learning capabilities of CNN, this study paves the way for more effective and adaptive Android malware detection systems, capable of combating emerging cyber threats in real-time

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Component, Formatting, Style, Styling, Insert

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Creative Commons Attribution 4.0 and The Open Definition

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The safety of women remains a critical concern worldwide, with incidents of violence and harassment persisting despite societal advancements. This research paper outlines the design and implementation of a mobile application aimed at enhancing women's security using Android Studio. The application incorporates features such as emergency alerts, location tracking, and community support systems, providing a comprehensive tool for personal safety.

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Women Security using Android

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 Abstract

Natural rubber is the dominant cash crop of Tripura. Proper application of fertilizer namely nitrogen, phosphorus and potassium are necessary for the soil to increase the production of latex. So, nutrient management of fertilizers used for rubber plantation is vital part for the production. In the paper of Sen & Nandi(2012), a mathematical model was formulated. In this paper I try to consider four cases changing basic structure of the model and a comparative study is made for nutrient management of fertilizer.

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 Keywords

Fertilizer combination, model, goal programming, priority factors, optimization.

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 Abstract

HarmoniHer is a thoughtfully designed mobile health app that empowers women to take charge of their health, especially when it comes to managing PCOS and PCOD naturally. Using machine learning, the app creates tailored lifestyle, exercise, and diet plans that reflect each woman's unique needs and goals. Beyond being a PCOS/PCOD tool, HarmoniHer is built to walk alongside women through all stages of life, offering support for period tracking, menstrual health, menopause management, and fertility planning--all crafted to make users feel truly seen and supported.With a warm, holistic approach, HarmoniHer seeks to give women confidence in their health choices and the comfort of having a personalized wellness companion. It's not just about managing health; it's about fostering a deep connection with one's body and creating a journey toward feeling empowered and in control

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 Keywords

PCOS/PCOD, Women's Health, Machine Learning, Personalized Health Plans, Lifestyle Management, Period Tracking, Menstrual Health, Menopause Management, Fertility Support.

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This paper offers an in-depth exploration of the Tangkhul Tarung, emphasizing its rich symbolism and its impact on cultural identity, spirituality, and memory. Through an interdisciplinary approach combining ethnography, symbolism, and folklore, the study examines the Tarung's role as a physical representation of ancestral heritage, bridging the past with the present. By analyzing oral histories and personal narratives, it reveals how the Tarung acts as a vessel for cultural memory and serves as a conduit between material and spiritual realms. The study further investigates the significance of dreams related to the Tarung, showing how they reflect both personal and collective identities and shape the spiritual and aspirational lives of the Tangkhul people. The paper seeks to shed light on the broader implications of cultural artifacts in shaping Indigenous identity, underscoring the Tarung's importance in maintaining traditional knowledge systems through symbolic and spiritual practices.

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 Keywords

Tangkhul Tarung, Tangkhul Nagas, Traditional knowledge systems, Dreams, Cultural memory, Symbolism.

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Creative Commons Attribution 4.0 and The Open Definition

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A mainstay of conventional medicine, herbal medicine has become widely accepted because of its natural origin and therapeutic advantages. However, the medicinal efficacy of traditional herbal formulations is generally restricted by problems with stability, limited bioavailability, and poor solubility. Novel drug delivery systems (NDDS) are being investigated to improve the pharmacokinetic and pharmacodynamics characteristics of herbal medicines in order to solve these issues. An overview of several NDDS techniques that have demonstrated promise in enhancing the efficacy and delivery of herbal medications is given in this paper, including nanoparticles, liposomes, phytosomes, nanoemulsions, and transdermal delivery. NDDS can target particular tissues, enhance stability, and regulate release rates by encapsulating bioactive ingredients, which may lower dosage and adverse effects. In addition to outlining future research possibilities for incorporating NDDS into herbal therapy, this review summarizes recent developments in NDDS for herbal medicine and examines their benefits and drawbacks. The promise of NDDS to make herbal therapy a more effective, dependable, and generally recognized treatment strategy is emphasized.

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Key words:- Herbal medicine, phytosomes, liposome , Nanoparticles, bioavailability , Targeted delivery.

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In the dynamic landscape of modern business, startups have emerged as powerful engines of innovation, reshaping industries, and challenging traditional paradigms. Defined by their agility, creativity, and entrepreneurial spirit, startups represent the vanguard of economic growth, driving technological advancements, and fueling disruptive change. From Silicon Valley tech giants to local ventures with global aspirations, the startup ecosystem embodies the relentless pursuit of opportunity, fueled by the ambition to solve pressing problems and create value in novel ways. Startup offers a comprehensive exploration of the dynamic landscape of entrepreneurship. Through an insightful journey, this paper delves into the essential strategies crucial for startup triumph, illuminates the daunting challenges that often obstruct the path to success, and celebrates the inspiring stories of startups that overcame adversities to achieve greatness. In this paper, we delve into the intricacies of entrepreneurship, uncovering the strategies, challenges, and triumphs that define the path to startup success. With the startup ecosystem evolving rapidly, it has become imperative for aspiring founders and seasoned entrepreneurs alike to understand the essential ingredients for building thriving businesses. This paper aims to equip readers with the knowledge and insights needed to navigate the complexities of the startup journey. Let us embark on this enlightening expedition together, as we unravel the mysteries of startup success and unlock the doors to entrepreneurial excellence. This paper is descriptive in nature and has used secondary data for the study.

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Challenges, Entrepreneurship, Startups, Trends and Transformations in start-ups.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Ayurved prayojnam "Swasthasya Swasthya Rakshanam" Prevention & "Aturasya Vikara Prashmanam"[1]manage the disorders for a healthy life. To follow the Panchakarma, Rasayana, Vajikarana, Ritucharya, Dincharya, Sadvrutta. In the Present Era modern life style, Over stress, Lack of exercise, Heavy work load, viruddha ahara vihara, Smoking, Alcohol, Pollutions, Consumption of unhealthy and preserved food, Competition to others reduces individual happiness, impaired digestive and metabolism, reduces immune system, dysfunction of body affected human life and the pathophysiology involves prasaravastha of doshas along with Rasa, Rakta and Meda Dhatu from their respective sites to hamper respective Srotas for blood circulation that leads to severe and chronic diseases of the brain, heart, kidneys etc. If continue unhealthy life style leads to Dosha-dhatu vaishamyata, Agni bala vaishamyata (impaired digestion and metabolism), Sroto dushti (Dysfunction of body channels), harassment of satva (impaired mental condition) causing various types of life style disorders. Ayurveda deals with the prevention of diseases first then cure of diseases. Ayurveda mainly focuses on Ahara, Vihara and Aushadha for the treatment of any disease. Ahara along with Vihara is very important for the maintenance of health.

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 Keywords

Lifestyle disorder, Stress, Rakta dhatu, Dosha imbalance, Nutrition.

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Abstract: This study investigates the quality of life of rural areas of Varanasi district by examining their housing conditions and occupational status. The study examines the socio-economic conditions in Ganeshpur, a rural village in Varanasi, Uttar Pradesh. Through field survey and data analysis, this research examines different variables like literacy, communication, transportation, household conditions, variables related to occupation, etc. It reveals a lower middle-class community that is primarily reliant on agriculture and pottery making faces challenges to earn their livelihood. The study underscores the need for improved infrastructure, agricultural support and women's empowerment to enhance quality of life and economic resilience in Ganeshpur.

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 Keywords

Index Terms: Quality of life, socio-economic, rural, household, occupation, infrastructure, empowerment.

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Creative Commons Attribution 4.0 and The Open Definition