Aggregation functions : a guide for practitioners
Aggregation of information is of primary importance in the construction of knowledge based systems in various domains, ranging from medicine, economics, and engineering to decision-making processes, artificial intelligence, robotics, and machine learning. This book gives a broad introduction into th...
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| Main Authors: | , , |
|---|---|
| Format: | Livre numérique |
| Language: | Anglais |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edition: | 1st ed. 2007. |
| Series: | Studies in Fuzziness and Soft Computing
221 |
| Online Access: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Aggregation Functions: A Guide for Practitioners, Texte imprimé, 9783540737209 • Aggregation Functions: A Guide for Practitioners, Texte imprimé, 9783642092893 • Aggregation Functions: A Guide for Practitioners, Texte imprimé, 9783540841180 |
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| 100 | 1 | |a Beliakov, Gleb. | |
| 245 | 1 | 0 | |a Aggregation functions : |b a guide for practitioners |c by Gleb Beliakov, Ana Pradera, Tomasa Calvo. |
| 250 | |a 1st ed. 2007. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Fuzziness and Soft Computing |v 221 |x 1860-0808 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Averaging Functions Conjunctive and Disjunctive Functions Mixed Functions Choice and Construction of Aggregation Functions Interpolatory Type Aggregation Functions Other Types of Aggregation and Additional Properties | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Aggregation of information is of primary importance in the construction of knowledge based systems in various domains, ranging from medicine, economics, and engineering to decision-making processes, artificial intelligence, robotics, and machine learning. This book gives a broad introduction into the topic of aggregation functions, and provides a concise account of the properties and the main classes of such functions, including classical means, medians, ordered weighted averaging functions, Choquet and Sugeno integrals, triangular norms, conorms and copulas, uninorms, nullnorms, and symmetric sums. It also presents some state-of-the-art techniques, many graphical illustrations and new interpolatory aggregation functions. A particular attention is paid to identification and construction of aggregation functions from application specific requirements and empirical data. This book provides scientists, IT specialists and system architects with a self-contained easy-to-use guide, as well as examples of computer code and a software package. It will facilitate construction of decision support, expert, recommender, control and many other intelligent systems | ||
| 700 | 1 | |a Calvo, Tomasa, |d 1954- |4 aut | |
| 700 | 1 | |a Pradera, Ana, |d 19..- |4 aut | |
| 776 | 0 | |t Aggregation Functions: A Guide for Practitioners |b Texte imprimé |z 9783540737209 | |
| 776 | 0 | |t Aggregation Functions: A Guide for Practitioners |b Texte imprimé |z 9783642092893 | |
| 776 | 0 | |t Aggregation Functions: A Guide for Practitioners |b Texte imprimé |z 9783540841180 | |
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