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  • © 2015

Artificial Neural Networks

Editors:

  • Includes cutting-edge methods and protocols
  • Provides step-by-step detail essential for reproducible results
  • Contains key notes and implementation advice from the experts
  • Includes supplementary material: sn.pub/extras

Part of the book series: Methods in Molecular Biology (MIMB, volume 1260)

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Table of contents (19 protocols)

  1. Front Matter

    Pages i-xi
  2. AutoWeka: Toward an Automated Data Mining Software for QSAR and QSPR Studies

    • Chanin Nantasenamat, Apilak Worachartcheewan, Saksiri Jamsak, Likit Preeyanon, Watshara Shoombuatong, Saw Simeon et al.
    Pages 119-147
  3. Using Neural Networks to Understand the Information That Guides Behavior: A Case Study in Visual Navigation

    • Andrew Philippides, Paul Graham, Bart Baddeley, Philip Husbands
    Pages 227-244
  4. Jump Neural Network for Real-Time Prediction of Glucose Concentration

    • Chiara Zecchin, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli
    Pages 245-259
  5. Architecture and Biological Applications of Artificial Neural Networks: A Tuberculosis Perspective

    • Jerry A. Darsey, William O. Griffin, Sravanthi Joginipelli, Venkata Kiran Melapu
    Pages 269-283
  6. QSAR/QSPR as an Application of Artificial Neural Networks

    • Narelle Montañez-Godínez, Aracely C. Martínez-Olguín, Omar Deeb, Ramón Garduño-Juárez, Guillermo Ramírez-Galicia
    Pages 319-333

About this book

This volume presents examples of how ANNs are applied in biological sciences and related areas. Chapters focus on the analysis of intracellular sorting information, prediction of the behavior of bacterial communities, biometric authentication, studies of Tuberculosis, gene signatures in breast cancer classification, use of mass spectrometry in metabolite identification, visual navigation, and computer diagnosis. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, application details for both the expert and non-expert reader, and tips on troubleshooting and avoiding known pitfalls.

Authoritative and practical, Artificial Neural Networks: Second Edition aids scientists in continuing to study Artificial Neural Networks (ANNs).

Editors and Affiliations

  • Chemistry Department, Oxford University, UK, and University of Victoria, Victoria, Canada

    Hugh Cartwright

Bibliographic Information

  • Book Title: Artificial Neural Networks

  • Editors: Hugh Cartwright

  • Series Title: Methods in Molecular Biology

  • DOI: https://doi.org/10.1007/978-1-4939-2239-0

  • Publisher: Springer New York, NY

  • eBook Packages: Springer Protocols

  • Copyright Information: Springer Science+Business Media New York 2015

  • Hardcover ISBN: 978-1-4939-2238-3Published: 11 December 2014

  • Softcover ISBN: 978-1-4939-4893-2Published: 30 April 2017

  • eBook ISBN: 978-1-4939-2239-0Published: 10 December 2014

  • Series ISSN: 1064-3745

  • Series E-ISSN: 1940-6029

  • Edition Number: 2

  • Number of Pages: XI, 340

  • Number of Illustrations: 27 b/w illustrations, 65 illustrations in colour

  • Topics: Cell Biology

Buy it now

Buying options

eBook USD 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 199.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access