Machine Learning And Other Soft Computing Techniques Biomedical And Related Applications
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Machine Learning And Other Soft Computing Techniques Biomedical And Related Applications
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Author : Nguyen Hoang Phuong
language : en
Publisher: Springer Nature
Release Date : 2024-08-19
Machine Learning And Other Soft Computing Techniques Biomedical And Related Applications written by Nguyen Hoang Phuong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-19 with Technology & Engineering categories.
This book contains applications to various health-related problems, from designing and maintaining a proper diet to enhancing hygiene to analysis of mammograms and left-right brain activity to treating diseases such as diabetes and drug addictions. Health issues are very important. So naturally whatever new data processing technique appears, researchers try to apply it to health issues as well. From this viewpoint, Artificial Intelligence (AI) and Computational Intelligence (CI) techniques are no exception: they have been successfully applied to medicine, and more promising applications are on the way. Applications of AI and CI techniques to health issues are the main focus of this book. Health issues are also very delicate, because human bodies are complex organisms. No matter how interesting and promising are new ideas and new techniques, there is always a possibility of unexpected side effects. Because of this, we cannot apply untested methods to patients, and we first need to test these methods on other less critical applications. Several book chapters describe such applications—whose success paves the way for these methods to be used in biomedical situations. These applications range from human/face detection to predicting student success to predicting election results to explaining the observed intensity of space light. We hope that this book helps practitioners and researchers to learn more about computational intelligence techniques and their biomedical applications—and to further develop this important research direction.
Deep Learning And Other Soft Computing Techniques
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Author : Nguyen Hoang Phuong
language : en
Publisher: Springer Nature
Release Date : 2023-06-26
Deep Learning And Other Soft Computing Techniques written by Nguyen Hoang Phuong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-26 with Technology & Engineering categories.
This book focuses on the use of artificial intelligence (AI) and computational intelligence (CI) in medical and related applications. Applications include all aspects of medicine: from diagnostics (including analysis of medical images and medical data) to therapeutics (including drug design and radiotherapy) to epidemic- and pandemic-related public health policies. Corresponding techniques include machine learning (especially deep learning), techniques for processing expert knowledge (e.g., fuzzy techniques), and advanced techniques of applied mathematics (such as innovative probabilistic and graph-based techniques). The book also shows that these techniques can be used in many other applications areas, such as finance, transportation, physics. This book helps practitioners and researchers to learn more about AI and CI methods and their biomedical (and related) applications—and to further develop this important research direction.
Soft Computing Biomedical And Related Applications
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Author : Nguyen Hoang Phuong
language : en
Publisher: Springer Nature
Release Date : 2021-06-16
Soft Computing Biomedical And Related Applications written by Nguyen Hoang Phuong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-16 with Technology & Engineering categories.
This book lists current and potential biomedical uses of computational intelligence methods. These methods are used in diagnostics and treatment of such diseases as cancer, cardiac diseases, pneumonia, stroke, and COVID-19. Many biomedical problems are difficult; so, often, the current methods are not sufficient, new methods need to be developed. To confidently apply the new methods to critical life-and-death medical situations, it is important to first test these methods on less critical applications. The book describes several such promising new methods that have been tested on problems from agriculture, computer networks, economics and business, pavement engineering, politics, quantum computing, robotics, etc. This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applications—and to further develop this important research direction.
Biomedical And Other Applications Of Soft Computing
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Author : Nguyen Hoang Phuong
language : en
Publisher: Springer Nature
Release Date : 2022-11-22
Biomedical And Other Applications Of Soft Computing written by Nguyen Hoang Phuong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-22 with Technology & Engineering categories.
This book describes current and potential use of artificial intelligence and computational intelligence techniques in biomedicine and other application areas. Medical applications range from general diagnostics to processing of X-ray images to e-medicine-related privacy issues. Medical community understandably prefers methods that have been successful other on other application areas, where possible mistakes are not that critical. This book describes many promising methods related to deep learning, fuzzy techniques, knowledge graphs, and quantum computing. It also describes the results of testing these new methods in communication networks, education, environmental studies, food industry, retail industry, transportation engineering, and many other areas. This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applications—and to further develop this important research direction.
Soft Computing For Biomedical Applications And Related Topics
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Author : Vladik Kreinovich
language : en
Publisher: Springer Nature
Release Date : 2020-06-29
Soft Computing For Biomedical Applications And Related Topics written by Vladik Kreinovich and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-29 with Technology & Engineering categories.
This book presents innovative intelligent techniques, with an emphasis on their biomedical applications. Although many medical doctors are willing to share their knowledge – e.g. by incorporating it in computer-based advisory systems that can benefit other doctors – this knowledge is often expressed using imprecise (fuzzy) words from natural language such as “small,” which are difficult for computers to process. Accordingly, we need fuzzy techniques to handle such words. It is also desirable to extract general recommendations from the records of medical doctors’ decisions – by using machine learning techniques such as neural networks. The book describes state-of-the-art fuzzy, neural, and other techniques, especially those that are now being used, or potentially could be used, in biomedical applications. Accordingly, it will benefit all researchers and students interested in the latest developments, as well as practitioners who want to learn about new techniques.
Eai International Conference On Renewable Energy And Sustainable Manufacturing
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Author : Nguyen Thanh Hai
language : en
Publisher: Springer Nature
Release Date : 2024-10-17
Eai International Conference On Renewable Energy And Sustainable Manufacturing written by Nguyen Thanh Hai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-17 with Technology & Engineering categories.
This book presents the proceedings of the EAI International Conference on Renewable Energy and Sustainable Manufacturing (ICRESM 2023), which took place in Ho Chi Minh City, Vietnam, December 16-17, 2023. The conference serves as a platform for researchers, practitioners, industry experts, policymakers, and stakeholders to share their latest findings, innovations, and best practices in the areas of sustainable practices and technologies that reduce reliance on non-renewable resources and encourage the impacts of smart industry 4.0. The papers address global challenges relating to the sustainable manufacturing, energy security and green technologies, and discuss applications that aid in lowering carbon emissions, preserving the environment, and fostering economic growth by supporting renewable energy and eco-friendly manufacturing. Together, the participants disseminate the latest technological advancements, processes, and strategies that promote renewable energy and sustainable manufacturing.
Proceedings Of The 2023 International Conference On Advances In Computing Research Acr 23
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Author : Kevin Daimi
language : en
Publisher: Springer Nature
Release Date : 2023-05-26
Proceedings Of The 2023 International Conference On Advances In Computing Research Acr 23 written by Kevin Daimi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-26 with Technology & Engineering categories.
This book includes recent research on Data Science, IoT, Smart Cities and Smart Energy, Health Informatics, and Network Security. The International Conference on Advances in Computing Research (ACR’23) brings together a diverse group of researchers from all over the world with the intent of fostering collaboration and dissemination of the advances in computing technologies. The conference is aptly segmented into six tracks to promote a birds-of-the-same-feather congregation and maximize participation. The first track covers computational intelligence, which include, among others, research topics on artificial intelligence, knowledge representation and management, application and theory of neural systems, fuzzy and expert systems, and genetic algorithms. The second track focuses on cybersecurity engineering. It includes pertinent topics such as incident response, hardware and network security, digital biometrics and forensics technologies, and cybersecurity metrics and assessment. Further, it features emerging security technologies and high-tech systems security. The third track includes studies on data analytics. It covers topics such as data management, statistical and deep analytics, semantics and time series analytics, and a multitude of important applications of data analytics in areas such as engineering, health care, business, and manufacturing. The fourth track on network and communications covers a wide range of topics in both areas including protocols and operations, ubiquitous networks, ad hoc and sensor networks, cellular systems, virtual and augmented reality streaming, information centric networks, and the emerging areas in connected and autonomous vehicle communications. Lastly, the final track on cloud and mobile computing includes areas of interest in cloud computing such as infrastructure, service, management and operations, architecture, and interoperability and federation. This track also includes important topics in mobile computing such as services and applications, communication architectures, positioning and tracking technologies, the general applications of mobile computing.
Context Aware Systems And Applications
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Author : Phan Cong Vinh
language : en
Publisher: Springer Nature
Release Date : 2024-08-18
Context Aware Systems And Applications written by Phan Cong Vinh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-18 with Computers categories.
This book constitutes the refereed post-conference proceedings of the International Conference on Context-Aware Systems and Applications, ICCASA 2023, held in Ho Chi Minh City, Vietnam, in October 2023. The 14 revised full papers presented were carefully selected from 36 submissions. The papers cover a wide spectrum of modern approaches and techniques for smart computing systems and their applications.
Proceedings Of The 7th International Conference On Applied Engineering Icae 2024
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Author : Liony Lumombo
language : en
Publisher: Springer Nature
Release Date : 2024-12-24
Proceedings Of The 7th International Conference On Applied Engineering Icae 2024 written by Liony Lumombo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-24 with Technology & Engineering categories.
This is an open access book. Envision a future where a thriving green economy coexists with smart cities and digital advancements. This conference is your launchpad to explore how these forces can revolutionise industries and practices. Dive into discussions on circularity, smart city optimization, and sustainable resource management through the lens of applied engineering. Witness cutting-edge innovations and collaborate with a diverse range of stakeholders – engineers, policymakers, and sustainability experts – to craft a resilient and thriving future. The "Envisioning a Sustainable Future" Conference is your chance to be part of the solution. Engage in thought-provoking sessions, network with like-minded individuals, and help shape a future where a green economy, smart cities, and digitalization work together to create a more sustainable and prosperous world. Don't miss this opportunity to be a catalyst for change!
Computational Intelligence In Engineering Science
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Author : Ngoc Thanh Nguyen
language : en
Publisher: Springer Nature
Release Date : 2025-07-18
Computational Intelligence In Engineering Science written by Ngoc Thanh Nguyen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-18 with Computers categories.
This four-volume set constitutes the refereed proceedings of the First International Conference on on Computational Intelligence in Engineering Science, ICCIES 2025, in Ho Chi Minh City, Vietnam, during July 23–25, 2025. The 115 full papers presented in these proceedings were carefully reviewed and selected from 210 submissions. The papers are organized in the following topical sections: Part I: Machine Learning; Wireless Networks (6G) Part II: Computer Vision; Natural Language Processing Part III: Intelligent Systems; Internet of Things Part IV: Machine Learning; Control Systems