Volume 12 | Issue 3 |

 Abstract

Skin lesion diagnosis plays a crucial role in early detection and treatment of skin diseases, including potentially malignant melanomas. This research presents an automated approach to skin lesion diagnosis using a combination of deep learning feature extraction and machine learning classifiers. The proposed method involves preprocessing skin lesion images, extracting discriminative features using the VGG16 deep learning model pre-trained on ImageNet, and employing various machine learning classifiers such as Support Vector Machine, Random Forest, Extra Trees, and Multi-layer Perceptron for classification. A comprehensive comparative analysis of these classifiers is conducted to evaluate their performance in terms of accuracy. Results demonstrate that the Support Vector Machine classifier achieves the highest accuracy of 89.16%, outperforming other classifiers. The proposed approach offers a promising solution for accurate and efficient skin lesion diagnosis, potentially aiding dermatologists in clinical decision-making and improving patient outcomes.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Skin Lesion Diagnosis, Deep Learning, Feature Extraction, VGG16, Machine Learning Classifiers, Support Vector Machine, Random Forest, Extra Trees, Multi-layer Perceptron, Image Pre-processing.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The advent of Artificial Intelligence (AI) technologies has revolutionized various aspects of modern society, including warfare and international security. This abstract delves into the multifaceted impacts of AI on the global landscape of conflict and defense. The integration of AI into military systems has transformed traditional warfare strategies, introducing concepts such as autonomous weapons, predictive analytics, and cyber warfare. These advancements have reshaped the dynamics of conflict, presenting both opportunities for strategic advantage and unprecedented ethical dilemmas. AI-driven surveillance and reconnaissance capabilities have significantly augmented intelligence gathering, enabling more precise and timely decision-making for military and security operations.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Artificial Intelligence(AI), Autonomous Weapon System, Cybersecurity, Military Warfare, Cyberwar, Arms Race, International Security, Decision-Making, Military Application, Unmanned aerial vehicles (UAVs), Unmanned ground vehicles (UGVs).

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The research paper examines the impact of various motivations factor such as payment, promotion, job security and employee welfare on the job satisfaction among the employees of various insurance companies. The study considered these all factors as independent variable and job satisfaction is dependent variable. Sample size consists for present study is 137 which have been taken from 8 insurance companies' offices and branches located in Bhopal cities. The result determination and hypothesis testing taken place by using ANOVA test at the 5% level of significant. The result of the study reveals that three independent variables such as payment, job security and employee welfare have been found most influential variables and have a significant impact on employee job satisfaction. On the other hand one independent variable namely promotion has been refused by the employee and has no significant impact on their job satisfaction.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Payment, Promotion, Job security, Employee welfare, motivation, job satisfaction

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

IT startup training institute will serve as a hub for aspiring computer engineers, providing them with the knowledge, skills, and resources needed to thrive in the ever-evolving tech landscape. Our curriculum will be designed by industry experts and academics, ensuring relevance and effectiveness. IT Startup Training Institute seeks to empower individuals with the tools and mindset needed to shape the future of technology. Join us in this journey towards a brighter, more connected tomorrow.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

knowledge, empower, tools, skills, resource, tech landscape

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The rise of artificial intelligence (AI) is fundamentally altering the landscape of work. This paper explores the impact of Microsoft Copilot, a powerful AI assistant integrated within Microsoft 365 applications. By analyzing Copilot's capabilities in suggesting content, formatting, and data analysis across Word, Excel, PowerPoint, and Outlook, this research examines how it reshapes user interaction with technology. The paper investigates into how Copilot streamlines workflows, enhances productivity, and fosters a more collaborative human-AI work environment. Furthermore, it explores potential implications for the future of work, considering how AI assistants like Copilot may redefine skillsets and necessitate adaptation in various professions. By investigating Microsoft Copilot as a case study, this research sheds light on the evolving nature of user interaction with technology in an AI-driven future of work.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Artificial intelligence (AI), Microsoft Copilot, Microsoft 365 applications

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

S?ri? Ta?l?l?apa?ka Annama?c?a?rya is one of the early va?gge?yaka?ra-s in Telugu. He is well-known as 'Pada Kavita? Pita?maha' and 'Sanki?rtana?c?a?rya'. His Sanki?rtana-s contained the essence of Ve?da-s, Itiha?sa-s and Pura?n?a-s. They were sung by him with great Vis?n?u Bhakti and S?aran?a?gati Bha?va to Lord S?ri? Venkat?e?s?wara of Tirumala. They came out from the depth of his heart and hence are of great interest to the sa?dhaka-s of the Bhakti-cult. Hearing them rendered musically is a great feast to the ears. They bring happiness to the mind. It is therefore no wonder, they are popular. The present paper focuses on throwing some light on the sanki?rtana-s of S?ri? Annamayya, hailing his prowess as 'Sanki?rtana?c?a?rya'.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Annama?c?a?rya, Sanki?rtana?c?a?rya, Sanki?rtana, Bhakti, Va?gge?yaka?ra

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

There are different definitions of "business model". However, most people do believe that the term describes how Entrepreneurs/CEOs create and capture value. The attributes of the model define the proposition of customer value along with the pricing mechanism. They indicate how the entrepreneurs of the organization will organize itself and whom it will partner with to produce value. CFOs and their teams are increasingly being called upon to advise business units on inventive methods of generating value, with the assistance of HR teams. In the age of technological advancement, entrepreneurs need to be adept at using digital technology in all areas of business. With the sheer advancement of technology, fundamental changes have been taking place in the way of operating and delivering value to customers. It is also considered as a cultural change that requires organisations to challenge the status quo. In recent years, the digital transformation has been gaining momentum and it has become a dominant topic in industry and academia. Digital business transformation involves utilizing technology to create innovative business models, streamline processes, and establish systems that generate profitable revenue and provide a competitive edge. The digital transformation of business is facilitated with the increased use of digital technologies that impact organisations and human activity areas. It is disrupting businesses in every industry by breaking down barriers between businesses and people which leads to the creation of new product and service portfolios along with efficient ways of carrying out business activities. In order to facilitate digital business transformation, many organisations integrate new digital technologies into business areas. It results in bringing about fundamental changes in the way the organisations operate. There are four main areas of digital transformation of businesspeople data, process, organisational change and technology. Entrepreneurs place emphasis on the digital transformation of business in order to gain competitive advantage by lowering expenses and innovating. The study employs a triangulation approach utilizing case studies, academic literature, and expert opinions to ensure robust findings. Focusing on the intersection of finance and HR within digital transformation, case studies are purposively sampled. Data is gathered from expert interviews with key stakeholders, academic databases, and relevant literature. Through integration of findings from these sources, a comprehensive understanding of the role of entrepreneurs in digital transformation is achieved. The study concludes that integrating finance and HR functions is vital for successful digital transformation. Case studies demonstrate improved efficiency, collaboration, and innovation through integrated systems. Academic literature underscores the necessity of this integration for organizational goals. Experts stress the role of entrepreneurs in recognizing and bridging the gap between finance and HR, enabling value creation and strategic decision-making. Overall, integration facilitates operational improvement, collaboration, and innovation, ensuring organizational competitiveness in the digital era. In regards to the implications of the study, it can be said that increased public investment in digital infrastructure and education, alongside fostering public-private partnerships, is crucial for addressing the shifting economic landscape towards automation and high-skilled production, necessitating aligned educational offerings, improved accessibility to training, and adaptable labor market policies. While triangulating data from diverse sources enhances comprehensiveness and validity, limitations such as source bias, expert opinion validity, generalizability, analysis complexity, and resource constraints necessitate rigorous reporting to ensure credibility and robustness in research.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Finance, HR, Digital Transformation, Cross-Functional, Entrepreneurs

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Comprehensive supportive care is essential for head and neck cancer patients to address the diverse physical, emotional, and practical challenges they face throughout their cancer journey. By providing holistic care that addresses the individual needs of patients, supportive care teams contribute significantly to improving outcomes and enhancing the overall quality of life for patients and their families.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Head and Neck Cancer ,Oral Mucositis , Supportive Care , Photobiomodulation , Cryotherapy, Thicken Up

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Background: Menopause is a natural part of the aging process in women and is defined as occurring 12 months after the last menstrual period, marking the end of menstrual cycles. The decline in the production of ovarian gonadotrophins estrogen and progesterone, caused by the aging of ovaries, leads to menopause. Various somatic, vasomotor, sexual, and psychological symptoms that impair the overall quality of life (QoL) of women are elicited by the deficiency of these hormones. Objective: Objective of the study were to improve the flexibility and quality of life in postmenopausal women. Methods: 86 post-menopausal women were included in the study according to inclusion and exclusion criteria and written consent was taken. Further the postmenopausal women were performing Chair based exercises for Upper limb and Lower limb. Each exercise was given for 30-45 min for 3 days/week over a period of 2 weeks. Outcome measures were assessed pre and post intervention program. Participants underwent Chair based exercises Thrice-a-week 45 mins of exercise intervention for 2 weeks. Results: According to the result there is significant difference seen in Upper Limb Flexibility and Menopausal specific quality of life. Conclusion: This study concluded that there was a significant effect of chair-based exercises on Upper limb flexibility and quality of life in postmenopausal women.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Key words -Menopause, Flexibility, quality of life, chair sit and reach test, back scratch test, menopause specific quality of life.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This study delves into the perspectives of students in India regarding forensic accounting, a critical discipline in addressing financial fraud and corruption. Despite various efforts to combat these issues, India continues to face challenges in eradicating corruption. Forensic accounting has emerged as a vital tool in this context, aiming to detect and prevent fraudulent activities within organizations. However, there remains a gap in understanding how Indian students perceive forensic accounting and its role in fraud detection. Through a descriptive research approach, this study aims to assess students' awareness levels, identify challenges perceived by students in forensic accounting, and explore their opinions on incorporating forensic accounting courses into academic syllabi. The findings reveal significant insights, emphasizing the need for educational initiatives to enhance understanding in this field and the importance of targeted interventions to address challenges such as lack of awareness and skilled professionals. Despite these challenges, there is a notable enthusiasm among students for integrating forensic accounting into academic curricula, highlighting its perceived relevance and utility in combating financial fraud.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Forensic accounting, Financial fraud, Corruption, Students' perspectives, India.

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Creative Commons Attribution 4.0 and The Open Definition