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Книга Machine Learning for Health Informatics Andreas Holzinger

Machine Learning for Health Informatics

State-of-the-Art and Future Challenges

Автор: Andreas Holzinger
Език: Английски език
Корици: С меки корици
Издател: Springer International Publishing AG
Наличност: Външен склад
Изпращаме след 5-8 дни
73.58 € 143.91 лв
Machine learning (ML) is the fastest growing field in computer science, and Health Informatics (HI)...

Информация за книгата

Автор
Andreas Holzinger
Език
Английски език
Корици
Книга - С меки корици
Издадена
2016
страници
481
EAN
9783319504773
ISBN
3319504770
Enbook ID
15362989
Издател
Springer International Publishing AG
Теглоt
7548
Размери
155 x 235 x 29

Пълно описание

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.

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