What question did this study set out to answer?

The aim is to explore linear and nonlinear methods for effectively displaying chemical data.

February 1, 1973

Pattern recognition. II. Linear and nonlinear methods for displaying chemical data

BKBruce R. KowalskiJohn Wiley & Sons (United Kingdom)CBCharles F. BenderCalifornia Institute of Technology

Key Points

The aim is to explore linear and nonlinear methods for effectively displaying chemical data.
Developed several pattern recognition techniques for data analysis.
Analyzed the effectiveness of both linear and nonlinear approaches.
Implemented visualization techniques to enhance data interpretability.
Demonstrated that nonlinear methods provide improved data visualization compared to linear methods.
Showed diverse applications of these methods in chemical data interpretation.
Identified specific scenarios where nonlinear analysis excels in representation.

Abstract

ADVERTISEMENT RETURN TO ISSUEPREVArticleNEXTPattern recognition. II. Linear and nonlinear methods for displaying chemical dataB. R. Kowalski and C. F. BenderCite this: J. Am. Chem. Soc. 1973, 95, 3, 686–693Publication Date (Print):February 1, 1973Publication History Published online1 May 2002Published inissue 1 February 1973https://pubs.acs.org/doi/10.1021/ja00784a007https://doi.org/10.1021/ja00784a007research-articleACS PublicationsRequest reuse permissionsArticle Views218Altmetric-Citations151LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated. Share Add toView InAdd Full Text with ReferenceAdd Description ExportRISCitationCitation and abstractCitation and referencesMore Options Share onFacebookTwitterWechatLinked InRedditEmail Other access optionsGet e-Alertsclose Get e-Alerts

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