Nature-inspired intelligent techniqu...
Deperlioglu, Omer, (1967-)

 

  • Nature-inspired intelligent techniques for solving biomedical engineering problems[electronic resource] /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    杜威分類號: 610.28
    書名/作者: Nature-inspired intelligent techniques for solving biomedical engineering problems/ Utku Kose, Gur Emre Guraksin, and Omer Deperlioglu, editors.
    其他作者: Kose, Utku,
    出版者: Hershey, Pennsylvania : : IGI Global,, [2018]
    面頁冊數: 1 online resource (xxx, 381 p.)
    標題: Biomedical engineering.
    標題: Artificial intelligence.
    標題: Bionics.
    標題: Biological models.
    ISBN: 9781522547709 (ebook)
    ISBN: 9781522547693 (hardcover)
    書目註: Includes bibliographical references and index.
    內容註: Chapter 1. Towards an intelligent biomedical engineering with nature-inspired artificial intelligence techniques -- Chapter 2. Coupling of optimization algorithms based on swarm intelligence: an application for control of heroin addiction epidemic -- Chapter 3. Intelligent techniques inspired by nature and used in biomedical engineering -- Chapter 4. Performance of negative selection algorithms in patient detection and classification -- Chapter 5. Differential diagnosis of erythematous squamous diseases with feature selection and classification algorithms -- Chapter 6. A general medical diagnosis system formed by artificial neural networks and swarm intelligence techniques -- Chapter 7. Artificial intelligence applications on classification of heart sounds -- Chapter 8. A sample application for computer-based bacteria counting by using watershed transform -- Chapter 9. Diabetes diagnosis system based on support vector machines trained by vortex optimization algorithm -- Chapter 10. Artificial intelligence ethics in biomedical-engineering-oriented problems -- Chapter 11. Prediction of electroencephalogram time series via artificial neuro-fuzzy inference system trained by league championship algorithm -- Chapter 12. Determining headache diseases with genetic algorithm -- Chapter 13. Internet of things and nature-inspired intelligent techniques for the future of biomedical engineering -- Chapter 14. Deep learning and biomedical engineering -- Chapter 15. Intelligent biomedical engineering operations by cloud computing technologies.
    摘要、提要註: "This book provides a general view on applications of nature-inspired techniques (artificial intelligence) in biomedical engineering problems, discusses the potentials of the artificial intelligence field from this perspective, and finally improves awareness on the power of artificial intelligence and nature-inspired techniques on ensuring effective and efficient solutions for encountered biomedical engineering based problems"--Provided by publisher.
    電子資源: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-4769-3
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