03635oam 2200697I 450 991079155960332120230124184441.00-429-14892-51-283-00454-297866130045431-4398-1259-410.1201/b10515 (CKB)2560000000055632(EBL)665580(OCoLC)746925664(SSID)ssj0000482809(PQKBManifestationID)11344282(PQKBTitleCode)TC0000482809(PQKBWorkID)10526507(PQKB)10751649(MiAaPQ)EBC665580(Au-PeEL)EBL665580(CaPaEBR)ebr10446295(CaONFJC)MIL300454(EXLCZ)99256000000005563220180331d2011 uy 0engur|n|---|||||txtccrArtificial neural networks in biological and environmental analysis /Grady Hanrahan1st ed.Boca Raton, Fla. :CRC Press,2011.1 online resource (206 p.)Analytical chemistry seriesDescription based upon print version of record.1-4398-1258-6 Includes bibliographical references and index.Front cover; Dedication; Contents; Foreword; Preface; Acknowledgments; The Author; Guest Contributors; Glossary of Acronyms; Chapter 1. Introduction; Chapter 2. Network Architectures; Chapter 3. Model Design and Selection Considerations; Chapter 4. Intelligent Neural Network Systems and Evolutionary Learning; Chapter 5. Applications in Biological and Biomedical Analysis; Chapter 6. Applications in Environmental Analysis; Appendix I: Review of Basic Matrix Notation and Operations; Appendix II: Cytochrome P450 (CYP450) Isoform Data Set Used in Michielan et al. (2009)Appendix III: A 143-Member VOC Data Set andCorresponding Observed andPredicted Values of Air-to-Blood Partition CoefficientsColor Insert; Back coverDrawing 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--Provided by publisher.Analytical chemistry series.Artificial intelligenceBiological applicationsBiologyData processingEnvironmental engineeringData processingNeural networks (Computer science)Scientific applicationsArtificial intelligenceBiological applications.BiologyData processing.Environmental engineeringData processing.Neural networks (Computer science)Scientific applications.570.285/63MAT029000SCI013000SCI013010bisacshHanrahan Grady.759227MiAaPQMiAaPQMiAaPQBOOK9910791559603321Artificial neural networks in biological and environmental analysis3695960UNINA