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008 110413s2011 fluad sb 001 0 eng d
020 _a9781439812594 (ebook : PDF)
040 _aBD-DhSAU
_cBD-DhSAU
090 _aQH324.25
_b.H36 2011
092 _a570.28563
_bH248
100 1 _aHanrahan, Grady.
245 1 0 _aArtificial neural networks in biological and environmental analysis
_h[electronic resource] /
_cGrady Hanrahan.
250 _a1st ed.
260 _aBoca Raton, Fla. :
_bCRC Press,
_c2011.
300 _axxii, 188 p. :
_bill.
490 1 _aAnalytical chemistry series
520 _a"Drawing on the experience and knowledge of a practicing professional, this book provides a comprehensive introduction and practical guide to the development, optimization, and application of artificial neural networks (ANNs) in modern environmental and biological analysis. Based on our knowledge of the functioning human brain, ANNs serve as a modern paradigm for computing. Presenting basic principles of ANNs together with simulated biological and environmental data sets and real applications in the field, this volume helps scientists comprehend the power of the ANN model to explain physical concepts and demonstrate complex natural processes"--
_cProvided by publisher.
504 _aIncludes bibliographical references and index.
505 0 _ach. 1. Introduction -- ch. 2. Network architectures -- ch. 3. Model design and selection considerations -- ch. 4. Intelligent neural network systems and evolutionary learning -- ch. 5. Applications in biological and biomedical analysis -- ch. 6. Applications in environmental analysis.
530 _aAlso available in print edition.
538 _aMode of access: World Wide Web.
650 0 _aArtificial intelligence
_xBiological applications.
650 0 _aBiology
_xData processing.
650 0 _aEnvironmental engineering
_xData processing.
650 0 _aNeural networks (Computer science)
_xScientific applications.
655 7 _aElectronic books.
_2lcsh
776 1 _z9781439812587
830 0 _aAnalytical chemistry series (CRC Press)
856 4 0 _uhttp://marc.crcnetbase.com/isbn/9781439812594
_qapplication/PDF
999 _c11562
_d11561