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Int. J. Mol. Sci. 2009, 10(4), 1628-1657; doi:10.3390/ijms10041628
Review

The Interplay between QSAR/QSPR Studiesand Partial Order Ranking and Formal Concept Analyses

1, 2
Received: 17 February 2009; in revised form: 10 April 2009 / Accepted: 14 April 2009 / Published: 17 April 2009
(This article belongs to the Special Issue Recent Advances in QSAR/QSPR Theory)
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Abstract: The often observed scarcity of physical-chemical and well as toxicological data hampers the assessment of potentially hazardous chemicals released to the environment. In such cases Quantitative Structure-Activity Relationships/Quantitative Structure-Property Relationships (QSAR/QSPR) constitute an obvious alternative for rapidly, effectively and inexpensively generatng missing experimental values. However, typically further treatment of the data appears necessary, e.g., to elucidate the possible relations between the single compounds as well as implications and associations between the various parameters used for the combined characterization of the compounds under investigation. In the present paper the application of QSAR/QSPR in combination with Partial Order Ranking (POR) methodologies will be reviewed and new aspects using Formal Concept Analysis (FCA) will be introduced. Where POR constitutes an attractive method for, e.g., prioritizing a series of chemical substances based on a simultaneous inclusion of a range of parameters, FCA gives important information on the implications associations between the parameters. The combined approach thus constitutes an attractive method to a preliminary assessment of the impact on environmental and human health by primary pollutants or possibly by a primary pollutant well as a possible suite of transformation subsequent products that may be both persistent in and bioaccumulating and toxic.The present review focus on the environmental – and human health impact by residuals of the rocket fuel 1,1-dimethyl- hydrazine (heptyl) and its transformation products as an illustrative example.
Keywords: QSAR; QSPR; Partial Order Ranking; Hasse diagrams; Posets; Formal Concept Analysis; Rocket fuel; Environmental impacts; Human health impact; Risk assessment QSAR; QSPR; Partial Order Ranking; Hasse diagrams; Posets; Formal Concept Analysis; Rocket fuel; Environmental impacts; Human health impact; Risk assessment
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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MDPI and ACS Style

Carlsen, L. The Interplay between QSAR/QSPR Studiesand Partial Order Ranking and Formal Concept Analyses. Int. J. Mol. Sci. 2009, 10, 1628-1657.

AMA Style

Carlsen L. The Interplay between QSAR/QSPR Studiesand Partial Order Ranking and Formal Concept Analyses. International Journal of Molecular Sciences. 2009; 10(4):1628-1657.

Chicago/Turabian Style

Carlsen, Lars. 2009. "The Interplay between QSAR/QSPR Studiesand Partial Order Ranking and Formal Concept Analyses." Int. J. Mol. Sci. 10, no. 4: 1628-1657.


Int. J. Mol. Sci. EISSN 1422-0067 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert