2024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)

2024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) PDF

Author: IEEE Staff

Publisher:

Published: 2024-05-16

Total Pages: 0

ISBN-13:

DOWNLOAD EBOOK →

The International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) focusing on the latest research, developments, advances, and new technologies in the fields of Computer Science, Information Technology, Signal Processing, Emerging Technologies, Wireless Communications, Smart Grid, and Green Communications

Sustainable Production Through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning

Sustainable Production Through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning PDF

Author: J. Andersson

Publisher: IOS Press

Published: 2024-05-07

Total Pages: 750

ISBN-13: 1643685112

DOWNLOAD EBOOK →

Collaboration between those working in product development and production is essential for successful product realization. The Swedish Production Academy (SPA) was founded in 2006 with the aim of driving and developing production research and higher education in Sweden, and increasing national cooperation in research and education within the area of production. This book presents the proceedings of SPS2024, the 11th Swedish Production Symposium, held from 23 to 26 April 2024 in Trollhättan, Sweden. The conference provided a platform for SPA members, as well as for professionals from industry and academia interested in production research and education from around the world, to share insights and ideas. The title and overarching theme of SPS2024 was Sustainable Production through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning, and the conference emphasized stakeholder value, the societal role of industry, worker wellbeing, and environmental sustainability, in alignment with the European Commission's vision for the future of manufacturing. The 59 papers included here were accepted for publication and presentation at the symposium after a thorough review process. They are divided into 6 sections reflecting the thematic areas of the conference, which were: sustainable manufacturing, smart production and automation, digitalization for efficient product realization, circular production, industrial transformation for sustainability, and the integration of education and research. Highlighting the latest developments and advances in automation and sustainable production, the book will be of interest to all those working in the field.

Federated Deep Learning for Healthcare

Federated Deep Learning for Healthcare PDF

Author: Amandeep Kaur

Publisher: CRC Press

Published: 2024-10-02

Total Pages: 267

ISBN-13: 104012612X

DOWNLOAD EBOOK →

This book provides a practical guide to federated deep learning for healthcare including fundamental concepts, framework, and the applications comprising domain adaptation, model distillation, and transfer learning. It covers concerns in model fairness, data bias, regulatory compliance, and ethical dilemmas. It investigates several privacy-preserving methods such as homomorphic encryption, secure multi-party computation, and differential privacy. It will enable readers to build and implement federated learning systems that safeguard private medical information. Features: Offers a thorough introduction of federated deep learning methods designed exclusively for medical applications. Investigates privacy-preserving methods with emphasis on data security and privacy. Discusses healthcare scaling and resource efficiency considerations. Examines methods for sharing information among various healthcare organizations while retaining model performance. This book is aimed at graduate students and researchers in federated learning, data science, AI/machine learning, and healthcare.

How Machine Learning is Innovating Today's World

How Machine Learning is Innovating Today's World PDF

Author: Arindam Dey

Publisher: John Wiley & Sons

Published: 2024-06-18

Total Pages: 489

ISBN-13: 1394214138

DOWNLOAD EBOOK →

Provides a comprehensive understanding of the latest advancements and practical applications of machine learning techniques. Machine learning (ML), a branch of artificial intelligence, has gained tremendous momentum in recent years, revolutionizing the way we analyze data, make predictions, and solve complex problems. As researchers and practitioners in the field, the editors of this book recognize the importance of disseminating knowledge and fostering collaboration to further advance this dynamic discipline. How Machine Learning is Innovating Today's World is a timely book and presents a diverse collection of 25 chapters that delve into the remarkable ways that ML is transforming various fields and industries. It provides a comprehensive understanding of the practical applications of ML techniques. The wide range of topics include: An analysis of various tokenization techniques and the sequence-to-sequence model in natural language processing explores the evaluation of English language readability using ML models a detailed study of text analysis for information retrieval through natural language processing the application of reinforcement learning approaches to supply chain management the performance analysis of converting algorithms to source code using natural language processing in Java presents an alternate approach to solving differential equations utilizing artificial neural networks with optimization techniques a comparative study of different techniques of text-to-SQL query conversion the classification of livestock diseases using ML algorithms ML in image enhancement techniques the efficient leader selection for inter-cluster flying ad-hoc networks a comprehensive survey of applications powered by GPT-3 and DALL-E recommender systems' domain of application reviews mood detection, emoji generation, and classification using tokenization and CNN variations of the exam scheduling problem using graph coloring the intersection of software engineering and machine learning applications explores ML strategies for indeterminate information systems in complex bipolar neutrosophic environments ML applications in healthcare, in battery management systems, and the rise of AI-generated news videos how to enhance resource management in precision farming through AI-based irrigation optimization. Audience The book will be extremely useful to professionals, post-graduate research scholars, policymakers, corporate managers, and anyone with technical interests looking to understand how machine learning and artificial intelligence can benefit their work.

Research Paradigms and Their Methodological Alignment in Social Sciences

Research Paradigms and Their Methodological Alignment in Social Sciences PDF

Author: Bunmi Isaiah Omodan

Publisher: Taylor & Francis

Published: 2024-08-01

Total Pages: 233

ISBN-13: 1040093043

DOWNLOAD EBOOK →

Research Paradigms and Their Methodological Alignment in Social Sciences is a comprehensive guide addressing the common conceptions surrounding research paradigms. This practical book demystifies complex concepts, giving researchers a nuanced understanding of the significance of research paradigms. It offers detailed insights, examples, and strategies for selecting and applying appropriate research methods, aiming to enhance the rigour and impact of scholarly work. This insightful guide meticulously explores the intricacies of research paradigms in the social sciences. It begins by unravelling the concept and historical development of research paradigm, emphasising its pivotal role in shaping the research process. The book elucidates major research paradigms, including positivism, interpretivism, transformative paradigm, postcolonial indigenous paradigm, and pragmatism. Each paradigm is dissected, unveiling philosophical underpinnings, methodological designs, and critical considerations. The chapters carefully align research questions with specific paradigms through illustrative case studies, offering practical guidance for researchers at all levels. Notably, the transformative paradigm and postcolonial indigenous perspective receive dedicated attention, addressing their unique methodological nuances and ethical dimensions. The exploration extends to pragmatism, seamlessly integrating theoretical foundations with real-world applications. The book strives to bridge the awareness gap in academic settings, fostering a profound appreciation for research paradigms and promoting a thoughtful, rigorous approach to scholarly inquiry. This book caters to students, novice and experienced researchers, offering a comprehensive understanding of research paradigms. It's valuable for academia, aiding undergraduate and postgraduate students, educators, and researchers in various disciplines. Research organisations, academic institutions, and professionals in diverse fields engaged in research and development will also find it a valuable resource.

Lanterna Rally - Theme by Grace Themes