The Resource Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)
Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)
Resource Information
The item Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool.This item is available to borrow from 1 library branch.
Resource Information
The item Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool.
This item is available to borrow from 1 library branch.
- Summary
- In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal control of chemical industry, and other branches in chemistry and chemical technology
- Language
- eng
- Extent
- x, 331 p.
- Isbn
- 9789812389220
- Label
- Support vector machine in chemistry
- Title
- Support vector machine in chemistry
- Statement of responsibility
- Nianyi Chen ... [et al.]
- Language
- eng
- Summary
- In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal control of chemical industry, and other branches in chemistry and chemical technology
- Cataloging source
- CaPaEBR
- Illustrations
- illustrations
- Index
- index present
- LC call number
- QD39.3.E46
- LC item number
- S95 2004eb
- Literary form
- non fiction
- Nature of contents
-
- standards specifications
- bibliography
- http://library.link/vocab/relatedWorkOrContributorName
- Chen, Nianyi
- http://library.link/vocab/subjectName
-
- Chemistry
- Chemistry, Technical
- Machine learning
- Label
- Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)
- Bibliography note
- Includes bibliographical references (p. 319-327) and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Color
- multicolored
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Control code
- ebr10255850
- Dimensions
- unknown
- Extent
- x, 331 p.
- Form of item
- electronic
- Isbn
- 9789812389220
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Original version note
- Original electronic resource
- Other physical details
- ill.
- Reproduction note
- Electronic resource.
- Specific material designation
- remote
- Label
- Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)
- Bibliography note
- Includes bibliographical references (p. 319-327) and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Color
- multicolored
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Control code
- ebr10255850
- Dimensions
- unknown
- Extent
- x, 331 p.
- Form of item
- electronic
- Isbn
- 9789812389220
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Original version note
- Original electronic resource
- Other physical details
- ill.
- Reproduction note
- Electronic resource.
- Specific material designation
- remote
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.liverpool.ac.uk/portal/Support-vector-machine-in-chemistry-Nianyi-Chen/1u2OEu605-8/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.liverpool.ac.uk/portal/Support-vector-machine-in-chemistry-Nianyi-Chen/1u2OEu605-8/">Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.liverpool.ac.uk/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.liverpool.ac.uk/">Sydney Jones Library, University of Liverpool</a></span></span></span></span></div>
