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Applications of Synthetic High Dimensional Data
The need for tailored data for machine learning models is often unsatisfied, as it is considered too much of a risk in the real-world context. Synthetic data, an algorithmically birthed counterpart to operational data, is the linchpin for overcoming constraints associated with sensitive or regulated information. In high-dimensional data, where the dimensions of features and variables often surpass the number of available observations, the emergence of synthetic data heralds a transformation. Applications of Synthetic High Dimensional Data delves into the algorithms and applications underpinning the creation of synthetic data, which surpass the capabilities of authentic datasets in many cases...
Global Perspectives on Social Media Usage Within Governments
Social media applications have emerged in the last 20 years to meet the different needs of individuals, and private sector and public organizations have not been indifferent to these technologies. Social media tools help public institutions and organizations communicate directly with citizens as well as enable two-way communication and enable citizens to participate in all stages from agenda setting to evaluation of policy processes. Central and local governments, which use innovative methods to involve citizens in this process, attach significance to the development of e-participation tools. Ensuring the participation of citizens in policy processes not only determines the wishes and priori...
Futuristic Communication and Network Technologies
This book presents select proceedings of the Virtual International Conference on Futuristic Communication and Network Technologies (VICFCNT 2021). It covers various domains in communication engineering and networking technologies. This volume comprises recent research in areas like cyber-physical systems, acoustics, speech & video signal Processing, and the Internet of Things. This book is a collated work of academicians, researchers, and industry personnel from the international arena. This book will be useful for researchers, professionals, and engineers working in the core areas of electronics and communication.
Secure Data Management for Online Learning Applications
With the increasing use of e-learning, technology has not only revolutionized the way businesses operate but has also impacted learning processes in the education sector. E-learning is slowly replacing traditional methods of teaching and security in e-learning is an important issue in this educational context. With this book, you will be familiarized with the theoretical frameworks, technical methodologies, information security, and empirical research findings in the field to protect your computers and information from threats. Secure Data Management for Online Learning Applications will keep you interested and involved throughout.
Research, Innovation, and Industry Impacts of the Metaverse
Imagine a world where the digital and physical worlds intertwine seamlessly - this is the metaverse. This complex digital environment has the potential to revolutionize our lives in a multitude of ways. Yet the lack of standardized frameworks and guidelines creates a fragmented ecosystem with varying levels of security, privacy, and usability that can hinder the integration of the metaverse into our daily lives in cohesive, safe, and beneficial ways. Research, Innovation, and Industry Impacts of the Metaverse offers a comprehensive solution to the challenges posed by the metaverse. It serves as a roadmap for researchers, academics, and practitioners by providing a structured framework for ex...
Critical Roles of Digital Citizenship and Digital Ethics
The digital age has brought about significant changes to our society, creating a complex and ever-evolving digital landscape. To navigate this landscape effectively, it is crucial to foster a deep understanding of ethics and citizenship in all domains of life. This imperative holds true at every level of education, and it is equally important to explore the historical origins of these concepts. Critical Roles of Digital Citizenship and Digital Ethics delves into the multifaceted realm of digital ethics and citizenship, shedding light on the latest research studies conducted in the educational field, as well as insights from the humanities, history, social sciences, sociology, and civics. Thi...
5th International Symposium on Data Mining Applications
The 5th Symposium on Data Mining Applications (SDMA 2018) provides valuable opportunities for technical collaboration among data mining and machine learning researchers in Saudi Arabia, Gulf Cooperation Council (GCC) countries and the Middle East region. This book gathers the proceedings of the SDMA 2018. All papers were peer-reviewed based on a strict policy concerning the originality, significance to the area, scientific vigor and quality of the contribution, and address the following research areas.• Applications: Applications of data mining in domains including databases, social networks, web, bioinformatics, finance, healthcare, and security.• Algorithms: Data mining and machine learning foundations, algorithms, models, and theory.• Text Mining: Semantic analysis and mining text in Arabic, semi-structured, streaming, multimedia data.• Framework: Data mining frameworks, platforms and systems implementation.• Visualizations: Data visualization and modeling.
Technical Advancements of Machine Learning in Healthcare
This book focuses on various advanced technologies which integrate with machine learning to assist one of the most leading industries, healthcare. It presents recent research works based on machine learning approaches supported by medical and information communication technologies with the use of data and image analysis. The book presents insight about techniques which broadly deals in delivery of quality, accurate and affordable healthcare solutions by predictive, proactive and preventative methods. The book also explores the possible use of machine learning in enterprises, such as enhanced medical imaging/diagnostics, understanding medical data, drug discovery and development, robotic surgery and automation, radiation treatments, creating electronic smart records and outbreak prediction.
Social Capital in the Age of Online Networking: Genesis, Manifestations, and Implications
Social networking sites have transformed traditional networking into a new form, prompting researchers to consider whether social capital accrues through online networking. This edited book, titled Social Capital in the Age of Online Networking: Genesis, Manifestations, and Implications, provides current and prospective theoretical and applied understandings of this newer source of investments. Edited by Dr. Najmul Hoda, an Assistant Professor in the Department of Business Administration at the College of Business, Umm Al-Qura University, this book is an ideal resource for scholars and practitioners interested in exploring the benefits of online social capital. The book is targeted towards a...
Sudanese Intellectuals in the Global Milieu
Sudanese Intellectuals in the Global Milieu: Capturing Cultural Capital propels Sudanese intellectuals into the global intellectual milieu and argues for their place in world intellectual history. The contributors posit that Sudan is currently in its most uncertain and perhaps most generative period, as the unrest, conflicts, and upheavals of the twentieth and twenty-first centuries threw Sudanese intellectuals and activists into identity, economic, environmental, religious, and existential crises. Despite these crises, the unrest has created a period of knowledge production and cultural production in Sudan. The contributors to the collection are Sudanese intellectuals who explore the history and evolution of knowledge production, thought, and cultural capital in Sudan.
