Nature-inspired methods in chemometrics : (notice n° 30268)
| 000 -LEADER | |
|---|---|
| fixed length control field | 04814cam a2200637Ii 4500 |
| 001 - CONTROL NUMBER | |
| control field | ocn162579654 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20211202111240.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cn| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 070806s2003 ne a ob 001 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | OPELS |
| Language of cataloging | eng |
| Transcribing agency | OPELS |
| Modifying agency | OCLCG |
| -- | OKU |
| -- | OCLCQ |
| -- | OPELS |
| -- | OCLCQ |
| -- | TEF |
| -- | N$T |
| -- | YDXCP |
| -- | MERUC |
| -- | E7B |
| -- | IDEBK |
| -- | OCLCQ |
| -- | OCLCF |
| Description conventions | rda |
| 019 ## - | |
| -- | 170967596 |
| -- | 441781503 |
| -- | 648244888 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780444513502 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 0444513507 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780080522623 (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0080522629 (electronic bk.) |
| 029 1# - (OCLC) | |
| -- | NZ1 |
| -- | 12435116 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)162579654 |
| Canceled/invalid control number | (OCoLC)170967596 |
| -- | (OCoLC)441781503 |
| -- | (OCoLC)648244888 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.87 |
| Item number | .N3915 2003eb |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 044000 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3/2 |
| Edition number | 22 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIA |
| 245 00 - TITLE STATEMENT | |
| Title | Nature-inspired methods in chemometrics : |
| Remainder of title | genetic algorithms and artificial neural networks / |
| Statement of responsibility, etc | edited by R. Leardi. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - | |
| -- | Amsterdam ; |
| -- | Boston : |
| -- | Elsevier, |
| -- | 2003. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xviii, 383 pages) : |
| Other physical details | illustrations. |
| 336 ## - CONTENT TYPE | |
| Content Type Term | text |
| Content Type Code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media Type Term | computer |
| Media Type Code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier Type Term | online resource |
| Carrier Type Code | cr |
| Source | rdacarrier |
| 347 ## - | |
| -- | data file |
| -- | rda |
| 380 ## - | |
| -- | Bibliography |
| 490 1# - SERIES STATEMENT | |
| Series statement | Data handling in science and technology, |
| International Standard Serial Number | 0922-3487 ; |
| Volume number/sequential designation | v. 23 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Genetic algorithms and beyond / Brian T. Luke -- Hybrid genetic algorithms / D. Brynn Hibbert -- Robust soft sensor development using genetic programming / Arthur K. Kordon, Guido F. Smits, Alex N. Kalos, Elsa M. Jordaan -- Genetic algorithms in molecular modelling : a review / Alessandro Maiocchi -- MobyDigs : software for regression and classification models by genetic algorithms / Roberto Todeschini, Viviana Consonni, Andrea Mauri, Manuela Pavan -- Genetic algorithm-PLS as a tool for wavelength selection in spectral data sets / Riccardo Leardi -- Basics of artificial neural networks / Jure Zupan -- Artificial neural networks in molecular structures-property studies / Marjana Novic, Marjan Vracko -- Neural networks for the calibration of voltammetric data / Conrad Bessant, Edward Richards -- Neural networks and genetic algorithms applications in nuclear magnetic resonance spectroscopy / Reinhard Meusinger, Uwe Himmelreich -- A QSAR model for predicting the acute toxicity of pesticides to Gammarids / James Devillers -- Applying genetic algorithms and neural networks to chemometric problems / Brian T. Luke. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | In recent years Genetic Algorithms (GA) and Artificial Neural Networks (ANN) have progressively increased in importance amongst the techniques routinely used in chemometrics. This book contains contributions from experts in the field is divided in two sections (GA and ANN). In each part, tutorial chapters are included in which the theoretical bases of each technique are expertly (but simply) described. These are followed by application chapters in which special emphasis will be given to the advantages of the application of GA or ANN to that specific problem, compared to classical techniques, and to the risks connected with its misuse. This book is of use to all those who are using or are interested in GA and ANN. Beginners can focus their attentions on the tutorials, whilst the most advanced readers will be more interested in looking at the applications of the techniques. It is also suitable as a reference book for students. - Subject matter is steadily increasing in importance - Comparison of Genetic Algorithms (GA) and Artificial Neural Networks (ANN) with the classical techniques - Suitable for both beginners and advanced researchers. |
| 588 ## - | |
| -- | Description based on print version record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Neural networks (Computer science) |
| 9 (RLIN) | 4441 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Genetic algorithms. |
| 9 (RLIN) | 48850 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | COMPUTERS |
| General subdivision | Neural Networks. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 48851 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Quimiometria. |
| Source of heading or term | larpcal |
| 9 (RLIN) | 48852 |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 9 (RLIN) | 20 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Genetic algorithms. |
| Source of heading or term | fast |
| -- | (OCoLC)fst00939996 |
| 9 (RLIN) | 48850 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Neural networks (Computer science) |
| Source of heading or term | fast |
| -- | (OCoLC)fst01036260 |
| 9 (RLIN) | 4441 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Leardi, R. |
| Fuller form of name | (Riccardo) |
| 9 (RLIN) | 48853 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Print version: |
| Title | Nature-inspired methods in chemometrics. |
| Edition | 1st ed. |
| Place, publisher, and date of publication | Amsterdam ; Boston : Elsevier, 2003 |
| International Standard Book Number | 0444513507 |
| -- | 9780444513502 |
| Record control number | (DLC) 2003049532 |
| -- | (OCoLC)53084235 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Data handling in science and technology ; |
| Volume number/sequential designation | v. 23. |
| 9 (RLIN) | 48854 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://www.sciencedirect.com/science/book/9780444513502">http://www.sciencedirect.com/science/book/9780444513502</a> |
| 938 ## - | |
| -- | YBP Library Services |
| -- | YANK |
| -- | 2614211 |
| 938 ## - | |
| -- | ebrary |
| -- | EBRY |
| -- | ebr10175608 |
| 938 ## - | |
| -- | Ingram Digital eBook Collection |
| -- | IDEB |
| -- | 102148 |
| 938 ## - | |
| -- | EBSCOhost |
| -- | EBSC |
| -- | 196516 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Ebook |
| 956 ## - LOCAL ELECTRONIC LOCATION AND ACCESS (OCLC) | |
| Electronic name | Pré 2007 |
| 994 ## - | |
| -- | 92 |
| -- | MAIMI |
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