Recommender Systems For Medicine And Music

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Recommender Systems for Medicine and Music

Author : Zbigniew W. Ras
Publisher : Springer Nature
ISBN 13 : 3030664503
Total Pages : 236 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Recommender Systems for Medicine and Music by : Zbigniew W. Ras

Download or read book Recommender Systems for Medicine and Music written by Zbigniew W. Ras and published by Springer Nature. This book was released on 2021-04-07 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Music recommendation systems are becoming more and more popular. The increasing amount of personal data left by users on social media contributes to more accurate inference of the user’s musical preferences and the same to quality of personalized systems. Health recommendation systems have become indispensable tools in decision making processes in the healthcare sector. Their main objective is to ensure the availability of valuable information at the right time by ensuring information quality, trustworthiness, authentication, and privacy concerns. Medical doctors deal with various kinds of diseases in which the music therapy helps to improve symptoms. Listening to music may improve heart rate, respiratory rate, and blood pressure in people with heart disease. Sound healing therapy uses aspects of music to improve physical and emotional health and well-being. The book presents a variety of approaches useful to create recommendation systems in healthcare, music, and in music therapy.

From the ear to the brain – new data analytics techniques for a better understanding of human hearing

Author : Alessia Paglialonga
Publisher : Frontiers Media SA
ISBN 13 : 2832527221
Total Pages : 215 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis From the ear to the brain – new data analytics techniques for a better understanding of human hearing by : Alessia Paglialonga

Download or read book From the ear to the brain – new data analytics techniques for a better understanding of human hearing written by Alessia Paglialonga and published by Frontiers Media SA. This book was released on 2023-06-23 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Encyclopedia of Data Science and Machine Learning

Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1799892212
Total Pages : 3296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Data Science and Machine Learning by : Wang, John

Download or read book Encyclopedia of Data Science and Machine Learning written by Wang, John and published by IGI Global. This book was released on 2023-01-20 with total page 3296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.

Foundations of Intelligent Systems

Author : Michelangelo Ceci
Publisher : Springer Nature
ISBN 13 : 3031165640
Total Pages : 497 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Foundations of Intelligent Systems by : Michelangelo Ceci

Download or read book Foundations of Intelligent Systems written by Michelangelo Ceci and published by Springer Nature. This book was released on 2022-09-26 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 26th International Symposium on Foundations of Intelligent Systems, ISMIS 2022, held in Cosenza, Italy, in October 2022. The 31 regular papers, 11 short papers and 4 industrial papers presented in this volume were carefully reviewed and selected from 71 submissions. They were organized in topical sections as follows: Social Media and Recommendation; Natural Language Processing; Explainability; Intelligent Systems; Classification and Clustering; Complex Data; Medical Applications; Industrial Applications.

Information Technology for Education, Science, and Technics

Author : Emil Faure
Publisher : Springer Nature
ISBN 13 : 3031354672
Total Pages : 772 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Information Technology for Education, Science, and Technics by : Emil Faure

Download or read book Information Technology for Education, Science, and Technics written by Emil Faure and published by Springer Nature. This book was released on 2023-06-17 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected high-quality full-text papers presented at the VI International Scientific and Practical Conference on Information Technology for Education, Science and Technics (ITEST 2022). The book deals with issues related to mathematical and computer modeling of physical, chemical, and economic processes, with information security, as well as the use of information and communication technology in scientific research, automation of technological processes, and management of complex systems. In this book, the authors explore various aspects of the development of information technology and systems and its application in education, science, engineering, economics, and management. A part of the book is devoted to the application of information and communication technology in higher education, in particular, the creation and implementation of scientific and educational resources in higher education institutions as part of the process of education digital transformation.

7th International Conference on Advancements of Medicine and Health Care through Technology

Author : Simona Vlad
Publisher : Springer Nature
ISBN 13 : 3030935647
Total Pages : 452 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis 7th International Conference on Advancements of Medicine and Health Care through Technology by : Simona Vlad

Download or read book 7th International Conference on Advancements of Medicine and Health Care through Technology written by Simona Vlad and published by Springer Nature. This book was released on 2022-01-01 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of the 7th International Conference on Advancements of Medicine and Health Care through Technology, held virtually on 13 – 15 October 2020, from Cluj-Napoca, Romania. It reports on both theoretical and practical developments fostering the use of cutting-edge technology in clinical settings, telemedicine, and biological research. Chapters mainly deal with medical devices, measurements and instrumentation, medical imaging and biological signal processing and health care information systems. Further topics include modeling, simulation and biomechanics, as well as innovative (bio-)materials for biomedical applications. The conference, as well as the realization of this book, was supported by the Romanian Society for Medical Engineering and Biological Technology.

Machine Learning and Knowledge Discovery in Databases

Author : Massih-Reza Amini
Publisher : Springer Nature
ISBN 13 : 3031264126
Total Pages : 680 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases by : Massih-Reza Amini

Download or read book Machine Learning and Knowledge Discovery in Databases written by Massih-Reza Amini and published by Springer Nature. This book was released on 2023-03-16 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: The multi-volume set LNAI 13713 until 13718 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2022, which took place in Grenoble, France, in September 2022. The 236 full papers presented in these proceedings were carefully reviewed and selected from a total of 1060 submissions. In addition, the proceedings include 17 Demo Track contributions. The volumes are organized in topical sections as follows: Part I: Clustering and dimensionality reduction; anomaly detection; interpretability and explainability; ranking and recommender systems; transfer and multitask learning; Part II: Networks and graphs; knowledge graphs; social network analysis; graph neural networks; natural language processing and text mining; conversational systems; Part III: Deep learning; robust and adversarial machine learning; generative models; computer vision; meta-learning, neural architecture search; Part IV: Reinforcement learning; multi-agent reinforcement learning; bandits and online learning; active and semi-supervised learning; private and federated learning; Part V: Supervised learning; probabilistic inference; optimal transport; optimization; quantum, hardware; sustainability; Part VI: Time series; financial machine learning; applications; applications: transportation; demo track.

Brain-Computer Interface and Its Applications

Author : Duo Chen
Publisher : Frontiers Media SA
ISBN 13 : 2832516289
Total Pages : 209 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Brain-Computer Interface and Its Applications by : Duo Chen

Download or read book Brain-Computer Interface and Its Applications written by Duo Chen and published by Frontiers Media SA. This book was released on 2023-03-31 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Learning Analytics Enhanced Online Learning Support

Author : Shuang Li
Publisher : Taylor & Francis
ISBN 13 : 1003815634
Total Pages : 149 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Learning Analytics Enhanced Online Learning Support by : Shuang Li

Download or read book Learning Analytics Enhanced Online Learning Support written by Shuang Li and published by Taylor & Francis. This book was released on 2023-12-08 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering the latest developments in online education in the era of big data, this book explores theories, technologies, and practices in the field of data-driven online learning support services using learning analytics. This book is divided into five chapters. Chapter 1 reflects and reconstructs the connotation of learning support against the backdrop of education reform, the rise of learning analytics, and the upgrading of the demand for learning services in the new era. Chapter 2 presents a P-K-DSE-E model of online learner characteristics and discusses measurement and data representation methods for learner characteristics based on it. Chapters 3–5 focus on the three types of learning support that are closely related to learning performance and satisfaction, including the promotion of social learning, electronic learning assessment based on the learning process, and personalized tutoring and support. This book innovatively develops the concept, theory, and practical methods of student support services in distance education traditional practices in the new era and provides valuable exploration of data-driven personalized learning service methods and technologies in the era of artificial intelligence through rich examples. This book will be essential reading for students and scholars of distance and online education, educational technology, and audiovisual education.

Trends in Practical Applications of Agents and Multiagent Systems

Author : Javier Bajo Pérez
Publisher : Springer Science & Business Media
ISBN 13 : 3319005634
Total Pages : 210 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Trends in Practical Applications of Agents and Multiagent Systems by : Javier Bajo Pérez

Download or read book Trends in Practical Applications of Agents and Multiagent Systems written by Javier Bajo Pérez and published by Springer Science & Business Media. This book was released on 2013-04-20 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on Agents and Multi-agent Systems has matured during the last decade and many effective applications of this technology are now deployed. PAAMS provides an international forum to presents and discuss the latest scientific developments and their effective applications, to assess the impact of the approach, and to facilitate technology transfer. PAAMS started as a local initiative, but since grown to become the international yearly platform to present, to discuss, and to disseminate the latest developments and the most important outcomes related to real-world applications. It provides a unique opportunity to bring multi-disciplinary experts, academics and practitioners together to Exchange their experience in the development and deployment of Agents and Multi-agents systems. PAAMS intends to bring together researchers and developers from industry and the academic world to report on the latest scientific and technical advances on the application of multi-agent systems, to discuss and debate the major issues, and to showcase the latest systems using agent based technology. It will promote a forum for discussion on how agent based techniques, methods and tools help system designers to accomplish the mapping between available agent technology and application needs. Other stakeholders should be rewarded with a better understanding of the potential and challenges of the agent-oriented approach. This edition of PAAMS special sessions is organized by the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es) of the University of Salamanca. The present edition was held in Salamanca, Spain, from 22nd to 24th May 2013.

New Trends in Intelligent Software Methodologies, Tools and Techniques

Author : H. Fujita
Publisher : IOS Press
ISBN 13 : 1643681958
Total Pages : 728 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis New Trends in Intelligent Software Methodologies, Tools and Techniques by : H. Fujita

Download or read book New Trends in Intelligent Software Methodologies, Tools and Techniques written by H. Fujita and published by IOS Press. This book was released on 2021-09-28 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: The integration of AI with software is an essential enabler for science and the new economy, creating new markets and opportunities for a more reliable, flexible and robust society. Current software methodologies, tools and techniques often fall short of expectations, however, and much software remains insufficiently robust and reliable for a constantly changing and evolving market. This book presents 54 papers delivered at the 20th edition of the International Conference on New Trends in Intelligent Software Methodology Tools, and Techniques (SoMeT_21), held in Cancun, Mexico, from 21–23 September 2021. The aim of the conference was to capture the essence of a new state-of-the-art in software science and its supporting technology and to identify the challenges that such a technology will need to master, and this book explores the new trends and theories illuminating the direction of development in this field as it heads towards a transformation in the role of software and science integration in tomorrow’s global information society. The 54 revised papers were selected for publication by means of a rigorous review process involving 3 or 4 reviewers for each paper, followed by selection by the SoMeT_21 international reviewing committee. The book is divided into 9 chapters, classified by paper topic and relevance to the chapter theme. Covering topics ranging from research practices, techniques and methodologies to proposing and reporting on the solutions required by global business, the book offers an opportunity for the software science community to consider where they are today and where they are headed in the future.

Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection

Author : Dalila Durães
Publisher : Springer Nature
ISBN 13 : 3031375939
Total Pages : 190 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection by : Dalila Durães

Download or read book Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection written by Dalila Durães and published by Springer Nature. This book was released on 2023-07-07 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Workshops on Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection, PAAMS 2023, held in Guimaraes, Portugal, during July 12–14, 2023. The 14 full papers included in this book were carefully reviewed and selected from 26 submissions. They were organized in topical sections as follows: provides a unique opportunity to bring multi-disciplinary experts, academics, and practitioners together to exchange their experience in the development of agents and multi-agent systems.

Analyzing Network Data in Biology and Medicine

Author : Nataša Pržulj
Publisher : Cambridge University Press
ISBN 13 : 1108386245
Total Pages : 647 pages
Book Rating : 4.1/5 (83 download)

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Book Synopsis Analyzing Network Data in Biology and Medicine by : Nataša Pržulj

Download or read book Analyzing Network Data in Biology and Medicine written by Nataša Pržulj and published by Cambridge University Press. This book was released on 2019-03-28 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increased and widespread availability of large network data resources in recent years has resulted in a growing need for effective methods for their analysis. The challenge is to detect patterns that provide a better understanding of the data. However, this is not a straightforward task because of the size of the data sets and the computer power required for the analysis. The solution is to devise methods for approximately answering the questions posed, and these methods will vary depending on the data sets under scrutiny. This cutting-edge text introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, before discussing the thought processes and creativity involved in the analysis of large-scale biological and medical data sets, using a wide range of real-life examples. Bringing together leading experts, this text provides an ideal introduction to and insight into the interdisciplinary field of network data analysis in biomedicine.

Machine Learning for Health Informatics

Author : Andreas Holzinger
Publisher : Springer
ISBN 13 : 3319504789
Total Pages : 481 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Machine Learning for Health Informatics by : Andreas Holzinger

Download or read book Machine Learning for Health Informatics written by Andreas Holzinger and published by Springer. This book was released on 2016-12-09 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning (ML) is the fastest growing field in computer science, and Health Informatics (HI) is amongst the greatest application challenges, providing future benefits in improved medical diagnoses, disease analyses, and pharmaceutical development. However, successful ML for HI needs a concerted effort, fostering integrative research between experts ranging from diverse disciplines from data science to visualization. Tackling complex challenges needs both disciplinary excellence and cross-disciplinary networking without any boundaries. Following the HCI-KDD approach, in combining the best of two worlds, it is aimed to support human intelligence with machine intelligence. This state-of-the-art survey is an output of the international HCI-KDD expert network and features 22 carefully selected and peer-reviewed chapters on hot topics in machine learning for health informatics; they discuss open problems and future challenges in order to stimulate further research and international progress in this field.

Proceedings of the 3rd International Conference on Decision Support System Technology 2017

Author : Isabelle Linden
Publisher : EWG-DSS
ISBN 13 : 2917490284
Total Pages : 200 pages
Book Rating : 4.9/5 (174 download)

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Book Synopsis Proceedings of the 3rd International Conference on Decision Support System Technology 2017 by : Isabelle Linden

Download or read book Proceedings of the 3rd International Conference on Decision Support System Technology 2017 written by Isabelle Linden and published by EWG-DSS. This book was released on 2017-05-29 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Proceedings presents the short papers, posters and abstracts of full papers accepted to the 3rd International Conference on Decision Support System Technology, ICDSST 2017, held in Namur, Belgium, during May 29th to 31st, 2017. This event had a main theme Data, Information and Knowledge Visualisation in Decision Making. This event is organized by the Euro Working Group on Decision Support Systems (EWG-DSS) in collaboration with the University of Namur Belgium, the EFFaTA Research Team of the University of Namur and the Université libre de Bruxelles, Belgium.

Library of Congress Subject Headings

Author : Library of Congress
Publisher :
ISBN 13 :
Total Pages : 1164 pages
Book Rating : 4.:/5 (1 download)

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Book Synopsis Library of Congress Subject Headings by : Library of Congress

Download or read book Library of Congress Subject Headings written by Library of Congress and published by . This book was released on 2013 with total page 1164 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human Work Interaction Design. Artificial Intelligence and Designing for a Positive Work Experience in a Low Desire Society

Author : Ganesh Bhutkar
Publisher : Springer Nature
ISBN 13 : 3031029046
Total Pages : 225 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Human Work Interaction Design. Artificial Intelligence and Designing for a Positive Work Experience in a Low Desire Society by : Ganesh Bhutkar

Download or read book Human Work Interaction Design. Artificial Intelligence and Designing for a Positive Work Experience in a Low Desire Society written by Ganesh Bhutkar and published by Springer Nature. This book was released on 2022-03-31 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 6th IFIP WG 13.6 Working Conference on Human Work Interaction Design, HWID 2021, held in Beijing, China, in May, 2021. The 10 revised and extended full papers presented were carefully selected for inclusion in this volume. The papers deal with the analysis and interaction design of a variety of complex work and life contexts found in different business and application domains. They focus on interaction design for work engagement taking usability of interactive systems to the next level by providing employees pleasurable and meaningful experiences via the tools used at work. The papers are organized the following topical sub-headings: Trends in human Work Interaction Design; Workplace & work experience Analysis for Interaction Design; and Artificial Intelligence (AI) for Human Work.