Accelerating Discoveries In Data Science And Artificial Intelligence Ii
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Accelerating Discoveries In Data Science And Artificial Intelligence Ii
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Author : Frank M. Lin
language : en
Publisher: Springer Nature
Release Date : 2024-05-13
Accelerating Discoveries In Data Science And Artificial Intelligence Ii written by Frank M. Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-13 with Mathematics categories.
This edited volume on machine learning and big data analytics (Proceedings of ICDSAI 2023), that was held on April 24-25, 2023 by CSUSB USA, International Association of Academicians (IAASSE), and Lendi Institute of Engineering and Technology, Vizianagaram, India is intended to be used as a reference book for researchers and practitioners in the disciplines of AI and Data Science. With the fascinating development of technologies in several industries, there are numerous opportunities to develop innovative intelligence technologies to solve a wide range of uncertainties in various real-life problems. Researchers and academics have been drawn to building creative AI strategies by combining data science with classic mathematical methodologies. The book brings together leading researchers who wish to continue to advance the field and create a broad knowledge about the most recent research.
Accelerating Discoveries In Data Science And Artificial Intelligence I
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Author : Frank M. Lin
language : en
Publisher: Springer Nature
Release Date : 2024-05-28
Accelerating Discoveries In Data Science And Artificial Intelligence I written by Frank M. Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-28 with Mathematics categories.
The Volume 1 book on Accelerating Discoveries in Data Science and Artificial Intelligence (Proceedings of ICDSAI 2023), that was held on April 24-25, 2023 by CSUSB USA, the International Association of Academicians (IAASSE), and the Lendi Institute of Engineering and Technology, Vizianagaram, India is intended to be used as a reference book for researchers and practitioners in the disciplines of AI and data science. The book introduces key topics and algorithms and explains how these contribute to healthcare, manufacturing, law, finance, retail, real estate, accounting, digital marketing, and various other fields. The book is primarily meant for academics, researchers, and engineers who want to employ data science techniques and AI applications to address real-world issues. Besides that, businesses and technology creators will also find it appealing to use in industry.
Knowledge Guided Machine Learning
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Author : Anuj Karpatne
language : en
Publisher: CRC Press
Release Date : 2022-08-15
Knowledge Guided Machine Learning written by Anuj Karpatne and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-15 with Business & Economics categories.
Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines. Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of limited training data and generalize to unseen scenarios. As a result, there is a growing interest in the scientific community on creating a new generation of methods that integrate scientific knowledge in ML frameworks. This emerging field, called scientific knowledge-guided ML (KGML), seeks a distinct departure from existing "data-only" or "scientific knowledge-only" methods to use knowledge and data at an equal footing. Indeed, KGML involves diverse scientific and ML communities, where researchers and practitioners from various backgrounds and application domains are continually adding richness to the problem formulations and research methods in this emerging field. Knowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data provides an introduction to this rapidly growing field by discussing some of the common themes of research in KGML using illustrative examples, case studies, and reviews from diverse application domains and research communities as book chapters by leading researchers. KEY FEATURES First-of-its-kind book in an emerging area of research that is gaining widespread attention in the scientific and data science fields Accessible to a broad audience in data science and scientific and engineering fields Provides a coherent organizational structure to the problem formulations and research methods in the emerging field of KGML using illustrative examples from diverse application domains Contains chapters by leading researchers, which illustrate the cutting-edge research trends, opportunities, and challenges in KGML research from multiple perspectives Enables cross-pollination of KGML problem formulations and research methods across disciplines Highlights critical gaps that require further investigation by the broader community of researchers and practitioners to realize the full potential of KGML
Accelerating Science And Engineering Discoveries Through Integrated Research Infrastructure For Experiment Big Data Modeling And Simulation
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Author : Kothe Doug
language : en
Publisher: Springer Nature
Release Date : 2023-01-17
Accelerating Science And Engineering Discoveries Through Integrated Research Infrastructure For Experiment Big Data Modeling And Simulation written by Kothe Doug and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-17 with Computers categories.
This book constitutes the refereed proceedings of the 22nd Smoky Mountains Computational Sciences and Engineering Conference on Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, SMC 2022, held virtually, during August 23–25, 2022. The 24 full papers included in this book were carefully reviewed and selected from 74 submissions. They were organized in topical sections as follows: foundational methods enabling science in an integrated ecosystem; science and engineering applications requiring and motivating an integrated ecosystem; systems and software advances enabling an integrated science and engineering ecosystem; deploying advanced technologies for an integrated science and engineering ecosystem; and scientific data challenges.
Intersection Of Artificial Intelligence Data Science And Cutting Edge Technologies From Concepts To Applications In Smart Environment
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Author : Yousef Farhaoui
language : en
Publisher: Springer Nature
Release Date : 2025-06-30
Intersection Of Artificial Intelligence Data Science And Cutting Edge Technologies From Concepts To Applications In Smart Environment written by Yousef Farhaoui and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-30 with Computers categories.
Offering a comprehensive exploration, this book navigates through foundational concepts to advanced applications, providing readers with a holistic understanding of how these domains intersect to create intelligent and responsive environments. The Intersection of Artificial Intelligence, Data Science, and Cutting-Edge Technologies: From Concepts to Applications in Smart Environments delves into the convergence of AI, data science, and innovative technologies within the realm of smart environments. Through a blend of theoretical insights and practical examples, the book illuminates the synergies between AI and data science, showcasing their pivotal roles in shaping the future of smart environments. From sensor technologies to machine learning algorithms, the text elucidates the mechanisms driving intelligence in these environments, while also delving into the ethical considerations and societal impacts of deploying such technologies. Whether you're a researcher, practitioner, or enthusiast in the fields of AI, data science, or smart environments, this book serves as a guiding beacon, offering valuable insights and methodologies to navigate the complexities of creating and optimizing intelligent environments for the benefit of society.
Accelerated Materials Discovery
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Author : Phil De Luna
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2022-02-21
Accelerated Materials Discovery written by Phil De Luna and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-21 with Computers categories.
Typical timelines to go from discovery to impact in the advanced materials sector are between 10 to 30 years. Advances in robotics and artificial intelligence are poised to accelerate the discovery and development of new materials dramatically. This book is a primer for any materials scientist looking to future-proof their careers and get ahead of the disruption that artificial intelligence and robotic automation is just starting to unleash. It is meant to be an overview of how we can use these disruptive technologies to augment and supercharge our abilities to discover new materials that will solve world’s biggest challenges. Written by world leading experts on accelerated materials discovery from academia (UC Berkeley, Caltech, UBC, Cornell, etc.), industry (Toyota Research Institute, Citrine Informatics) and national labs (National Research Council of Canada, Lawrence Berkeley National Labs).
Proceeding Of National Conference On Recent Innovations In Emerging Computer Technologies Ncriect 2023
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Author : Dr. Asha Ambhaikar
language : en
Publisher: INENCE PUBLICATIONS PVT LTD
Release Date : 2023-05-09
Proceeding Of National Conference On Recent Innovations In Emerging Computer Technologies Ncriect 2023 written by Dr. Asha Ambhaikar and has been published by INENCE PUBLICATIONS PVT LTD this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-09 with Computers categories.
The National Conference on Recent Innovations in Emerging Computer Technologies (NCRIECT-2023) was held on the 9th and 10th of May 2023 at Kalinga University, Raipur. The conference was aimed at bringing together researchers, scholars, academicians, and industry professionals to discuss the latest advancements and innovations in the field of computer technologies. The conference began with an opening ceremony, where the chief guests and dignitaries were welcomed by the organizers. The keynote address was delivered by a renowned expert in the field of computer technologies, who spoke about the importance of innovation in driving progress and growth in the industry. This was followed by technical sessions, where researchers and professionals presented their papers on various topics related to computer technologies. The technical sessions covered a wide range of topics, including but not limited to artificial intelligence, machine learning, data science, computer networks, security and privacy, computer graphics and visualization, software engineering, and emerging technologies. The presentations were well-received by the audience, who actively participated in the discussions and provided valuable feedback to the presenters. Apart from the technical sessions, the conference also featured a panel discussion on the topic of "The Future of Computer Technologies". The panel comprised experts from academia and industry, who shared their insights and perspectives on the future direction of the field. The discussion covered various topics, such as the impact of emerging technologies like blockchain and quantum computing, the role of artificial intelligence and machine learning in shaping the future of work, and the challenges and opportunities in ensuring the ethical use of technology. Overall, the conference provided a platform for researchers and professionals to share their ideas, insights, and experiences, and to collaborate and network with their peers. The organizers thanked all the participants and sponsors for their support in making the conference a success, and announced plans to host a follow-up event next year.
A Platform For Biomedical Discovery And Data Powered Health
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Author : National Library of Medicine (U.S.). Board of Regents
language : en
Publisher:
Release Date : 2018
A Platform For Biomedical Discovery And Data Powered Health written by National Library of Medicine (U.S.). Board of Regents and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Medical informatics categories.
Discovering Precision Health
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Author : Lloyd Minor
language : en
Publisher: John Wiley & Sons
Release Date : 2020-01-23
Discovering Precision Health written by Lloyd Minor and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-23 with Medical categories.
Today we are on the brink of a much-needed transformative moment for health care. The U.S. health care system is designed to be reactive instead of preventive. The result is diagnoses that are too late and outcomes that are far worse than our level of spending should deliver. In recent years, U.S. life expectancy has been declining. Fundamental to realizing better health, and a more effective health care system, is advancing the disruptive thinking that has spawned innovation in Silicon Valley and throughout the world. That's exactly what Stanford Medicine has done by proposing a new vision for health and health care. In Discovering Precision Health, Lloyd Minor and Matthew Rees describe a holistic approach that will set health care on the right track: keep people healthy by preventing disease before it starts and personalize the treatment of individuals precisely, based on their specific profile. With descriptions of the pioneering work undertaken at Stanford Medicine, complemented by fascinating case studies of innovations from entities including the Chan Zuckerberg Biohub, GRAIL, and Impossible Foods, Minor and Rees present a dynamic vision for the future of individual health and health care. Youll see how tools from smartphone technology to genome sequencing to routine blood tests are helping avert illness and promote health. And you'll learn about the promising progress already underway in bringing greater precision to the process of predicting, preventing, and treating a range of conditions, including allergies, mental illness, preterm birth, cancer, stroke, and autism. The book highlights how biomedical advances are dramatically improving our ability to treat and cure complex diseases, while emphasizing the need to devote more attention to social, behavioral, and environmental factors that are often the primary determinants of health. The authors explore thought-provoking topics including: The unlikely role of Google Glass in treating autism How gene editing can advance precision in treating disease What medicine can learn from aviation liHow digital tools can contribute to health and innovation Discovering Precision Health showcases entirely new ways of thinking about health and health care and can help empower us to lead healthier lives.
Innovations In Technology Science And Multidisciplinary Research Technova 2025
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Author : Prof. Charisma S. Ututalum
language : en
Publisher: Research Beacon Publication
Release Date : 2025-06-10
Innovations In Technology Science And Multidisciplinary Research Technova 2025 written by Prof. Charisma S. Ututalum and has been published by Research Beacon Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-10 with Social Science categories.
Book Title: Innovations in Technology, Science, and Multidisciplinary Research: TechNova 2025 ISBN: 978-81-985983-3-2 Published by: Research Beacon PublicationEditor: Prof. Dr. Rhituraj Saikia Co-editors: Prof. Charisma S. Ututalum, Francis Okafor Francis, Dr. Pratap Desai In a rapidly transforming world, where the boundaries between disciplines are continuously fading, TechNova 2025 emerges as a testament to the power of convergence — a synergy between science, technology, and multidisciplinary research that shapes the future of innovation. This editorial marks the proud launch of the first edition of Innovations in Technology, Science, and Multidisciplinary Research: TechNova 2025, a curated compendium of global intellect, scientific breakthroughs, and cross-disciplinary collaborations. Organized by Eudoxia Research University, Newcastle, USA, in association with Bharati Vidyapeeth, Pune, IMRDA Sangli, the Eudoxia Research Centre (Mumbai, Guwahati, and Bangalore), the Indian Institute of Innovation and Science (IIISc-Mumbai), and the Universal World Research Innovation Centre, London, TechNova 2025 stands as a collaborative bridge between academia, industry, and society. This volume encapsulates the spirit of that collaboration—drawing from the minds of researchers, educators, and practitioners across continents. The chapters in this book reflect a wide spectrum of innovations—from next-generation technologies and sustainable scientific solutions to cutting- edge research in healthcare, artificial intelligence, climate resilience, digital governance, and educational reform. Each contribution underscores the critical role of interdisciplinary thinking and practical applications that aim not only to solve current problems but to build a resilient and progressive global society. As the lead editor, it is a privilege to witness the birth of a publication that does more than share knowledge—it inspires action, fosters collaboration, and celebrates innovation. I extend my deepest gratitude to the co-editors— Prof. Charisma S. Ututalum, Francis Okafor Francis, and Dr. Pratap Desai—for their expertise and vision; to all contributing authors for their valuable insights; and to the entire organizing and publishing teams for making this endeavor a success. We believe that this book will serve as a guiding light for scholars, innovators, and decision-makers around the world who are committed to shaping a better tomorrow through informed research and technological advancement. Let TechNova 2025 be not only a milestone but a movement— towards a future defined by knowledge, unity, and innovation.