Integrated Journal for Research in Arts and Humanities
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Real-Time Cyber Attack Detection in Healthcare Cyber-Physical Systems Using AI and Machine Learning
Full text linkCyberattack patterns may be predicted using AI models, and this information is processed to aid healthcare professionals in making decisions. The proposed system begins with a medical record and preprocesses it using a normalization method. The novel jellyfish-optimized weighted dropped binary long short-term memory (JFO-WDB-LSTM) technique ultimately distinguishes between valid and erroneous healthcare data. Compared to other models, our suggested model achieves attack prediction ratios of 98%, detection accuracy ratios of 88%, delay ratios of 50%, and communication costs of 67%, according to experimental results
Financial Accounting: A Comprehensive Guide
Full text linkThis article offers an extensive analysis of financial accounting, including its core principles, standards, regulatory organizations, and practical applications in corporate decision-making. Financial accounting is an essential role that provides stakeholders with a transparent and coherent perspective of a company\u27s financial condition, facilitating informed decision-making. This study examines the fundamental concepts and assumptions of financial accounting, including accrual accounting, the matching principle, and materiality. Furthermore, it examines the functions of “GAAP and IFRS, along with the impact of regulatory entities like FASB, IASB, and SEC” in upholding the integrity of financial reporting. Financial statement data may be evaluated to evaluate an organization’s liquidity, profitability, solvency, and operational efficiency using numerous analytical methodologies, including ratio analysis, vertical and horizontal analysis, and cash flow analysis. The document emphasizes the significance of financial accounting in investment assessment, credit determinations, performance oversight, and regulatory adherence. Financial accounting facilitates informed decision-making for stakeholders by delivering trustworthy information, hence promoting confidence and accountability in financial markets. This tutorial highlights the essential function of financial accounting in attaining sustained corporate success and economic stability
The Secrets of Nimadi of Madhya Pradesh: The Nimar Culture
Full text linkThe subject of this study is the role of Nimari culture. The Nimar area, which is situated in Madhya Pradesh, is known for its unique regional culture that incorporates elements of both tribal Madhya Pradesh and Indian cultural history. Despite diverse traditions and customs, they follow and maintain customs and traditions of Indian tribal cultures and grow their culture into one of great wealth and prosperity. Everything about their lifestyle, way of life, manner of work, creativity, and the like, is much like what exists in current civilization. The amalgamation of many faiths, such as Hindus, Muslims, Christians, Jains, and Sikhs, are all wrapped up in their culture. There are a lot of people who like music, dancing, and the many folk songs of many villages. "Hamu kaka baba naporiya" is one of the villages where people get along well and express their love and compassion through song. Additionally, these individuals are very hard-working and loyal. They believe in treating other people the way they want to be treated because they consider other people as their own people with full spirit of faith, love, and devotion. Their way of life is full of colour and good times. They follow a variety of Indian rituals and traditions
Optimizing SAP Migration Strategies to AWS: Best Practices and Lessons Learned
Full text linkThe following paper aims at discussing the utilization of the SAP migration to AWS in details by pointing out the appropriate tactics, the challenges, and the general performance of the servers. These are AWS services useful in the context of SAP applications such as EC2 and S3, data migration approaches, enhancing SAP performance and general controlling of costs. It also takes care of important aspects like planning and evaluation, picking right migration method, as well as, compliance, security, and regulatory issues. Some of the trend in SAP and AWS integration include Artificial intelligence, the serverless architecture, and SAP in hybrid environments are also covered. The paper thus offers the following strategic interventions for organisations that seek to migrate their SAP environments to AWS seamlessly, and with maximum efficiency
The Role of Automation in Reducing Testing Time for Banking Systems
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Software testing is an activity designed to assess a program\u27s quality and make improvements by finding errors and issues. Testing is a technique that is used to identify software flaws and confirm that the program has reached a certain level of quality in relation to certain characteristics. Players in the banking and financial sectors are up against several internal and external obstacles. They must concentrate on generating value for customers by emphasizing cost effectiveness and operational efficiency if they want to thrive. Automation is the only realistic possibility for doing this in the current economic and technological context. The adoption was made with cost-cutting and increased output in mind. Financial services is no exception to the major trends that are now reshaping many businesses, including growing digitalization, the widespread use of mobile phones, and simple internet access. Automation testing is a major factor in increasing the software testing team\u27s test efficiency. Because it is not repeatable, inconsistent, or covered enough, manual testing may not always be useful. The software industry uses test automation as a solution to this. This essay will cover test automation, including its requirements, methods, applications, advantages over manual testing, and how to choose which test cases to automate. As a result, there are several testing tools on the market; we\u27ll also talk about the Selenium automation tool
The Impact of Technological Innovation on Income Inequality
Full text linkThis study investigates how technology innovation affects income inequality trends by analysing occupational and salary data via econometric methods and studying tech platforms through case studies. The results indicate that automation has greatly divided work opportunities, and skills gaps are a crucial factor contributing to the increasing salary differences for technical degrees. Tech platforms are showing winner-take-all consequences by concentrating half of the sector\u27s revenues. Innovation expands the economy, yet technological changes may still favour certain tiny groups. Specific policy measures focusing on skills development, institutional changes, and promoting competition are necessary to ensure that productivity increase benefits everyone
A Brief Study on Social Networks and Feminism
Full text linkoai:ojs2.www.ijrah.com:article/1This study investigates the connection between feminism with social networking and assesses social media\u27s potential to serve as an important forum for the promotion of modern feminism goals. Feminism\u27s influence declined in the ages until social networking became an important aspect of society and female viewpoints were sceptical that it might be resurrected or popularised again. In current history, though, people have utilised social networks to collaborate and distribute progressive concepts. The emergence of "hashtag feminism" has resulted in a radical change in the way femininity is practised and argued for in popular society. Educational women are posing a number of important concerns in view of this drastic change in location for female discussions: Is social platforms beneficial to empowerment and the pursuit of egalitarian goals? This article contends that social network has given feminists a voice to tell their experiences, and has helped in the formation of feminist communities. That\u27s also modern feminism most critical work since it makes us more open to progressive values and concepts, changing our world into one that will embrace and battle for feminism\u27s goals. This paper would look at a number of case reports wherein feminist debates have taken social media by storm. It would assess the effect of social networking as a forum for progressive arguments and the usage of social platforms as a feminism medium in the struggle to accomplish feminism\u27s goals
Influence of Diet and Exercise Programs on Student Performance
Full text linkThis research paper investigates the influence of dietary habits and exercise routines on the academic performance of students, drawing on evidence from fields such as nutrition science, neuropsychology, and educational studies. As cognitive development and scholastic achievement are closely linked to physical and mental well-being, this study explores how specific nutritional components—such as proteins, essential fatty acids, vitamins, and minerals—affect brain function, including memory, attention span, and problem-solving abilities. Simultaneously, it examines the role of physical activity in enhancing neuroplasticity, reducing stress, and improving mood, all of which contribute to better classroom behavior and academic engagement. Through a review of empirical studies and intervention programs, the paper highlights strong correlations between healthy lifestyle choices and improved academic outcomes, particularly in areas such as standardized test scores, attendance, and classroom participation. The analysis also considers socioeconomic disparities in access to health resources and suggests that integrated school-based wellness initiatives may offer scalable solutions to bridge achievement gaps. The findings support the implementation of comprehensive nutrition and physical activity programs within educational settings as a strategic approach to foster cognitive resilience and academic excellence