Decision and classification problems using Mahalanobis statistical distance
We present a method that uses Mahalanobis distance to study some decision and classification problems. Four examples are used to show the diversity of possible applications of our method. Based on two simulated sets of data, we have calculated the corresponding Mahalanobis distances and their sum an...
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Published in | 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Vol. 2; pp. 1012 - 1016 |
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Main Authors | , , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.07.2011
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Abstract | We present a method that uses Mahalanobis distance to study some decision and classification problems. Four examples are used to show the diversity of possible applications of our method. Based on two simulated sets of data, we have calculated the corresponding Mahalanobis distances and their sum and differences Holodiagrams. These diagrams are valuable visualization tools for studying decision and classification problems in the proposed applications. |
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AbstractList | We present a method that uses Mahalanobis distance to study some decision and classification problems. Four examples are used to show the diversity of possible applications of our method. Based on two simulated sets of data, we have calculated the corresponding Mahalanobis distances and their sum and differences Holodiagrams. These diagrams are valuable visualization tools for studying decision and classification problems in the proposed applications. |
Author | Alamo, N. Cap, N. Rabal, H. Criado, C. |
Author_xml | – sequence: 1 givenname: C. surname: Criado fullname: Criado, C. email: c_criado@uma.es organization: Dept. de Fis. Aplic. I, Univ. de Malaga, Malaga, Spain – sequence: 2 givenname: N. surname: Alamo fullname: Alamo, N. organization: Dept. de Algebra, Geometria y Topologia, Univ. de Malaga, Malaga, Spain – sequence: 3 givenname: H. surname: Rabal fullname: Rabal, H. organization: Centro de Investig. Opticas, Univ. Nac. de la Plata, La Plata, Argentina – sequence: 4 givenname: N. surname: Cap fullname: Cap, N. organization: Centro de Investig. Opticas, Univ. Nac. de la Plata, La Plata, Argentina |
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Snippet | We present a method that uses Mahalanobis distance to study some decision and classification problems. Four examples are used to show the diversity of possible... |
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SubjectTerms | Classification Companies Correlation Decision analysis Gaussian distribution Holodiagram Investments Magnetohydrodynamics Mahalanobis distance Pharmaceuticals Sensitivity |
Title | Decision and classification problems using Mahalanobis statistical distance |
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