Observational calculi and association rules
Observational calculi were introduced in the 1960 s as a tool of logic of discovery. Formulas of observational calculi correspond to assertions on analysed data. Truthfulness of suitable assertions can lead to acceptance of new scientific hypotheses. The general goal was to automate the process of d...
שמור ב:
| מחבר ראשי: | |
|---|---|
| פורמט: | Livre numérique |
| שפה: | Anglais |
| יצא לאור: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| מהדורה: | 1st ed. 2013. |
| סדרה: | Studies in Computational Intelligence
469 |
| גישה מקוונת: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| הערה: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Observational Calculi and Association Rules, Texte imprimé, 9783642117367 • Observational Calculi and Association Rules, Texte imprimé, 9783642117367 • Observational Calculi and Association Rules, Texte imprimé, 9783642159350 • Observational Calculi and Association Rules, Texte imprimé, 9783642445330 |
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| 008 | 130325q2000 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN168308169 | ||
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| 041 | 0 | |a eng | |
| 082 | |a 006.3 | ||
| 100 | 1 | |a Rauch, Jan. | |
| 245 | 1 | 0 | |a Observational calculi and association rules |c by Jan Rauch. |
| 250 | |a 1st ed. 2013. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 469 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Part I Logical Calculi of Association Rules Part II Classes of Association Rules Part III Results on Classes of Association Rules Part IV Applications and Research Challenges | |
| 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 Observational calculi were introduced in the 1960 s as a tool of logic of discovery. Formulas of observational calculi correspond to assertions on analysed data. Truthfulness of suitable assertions can lead to acceptance of new scientific hypotheses. The general goal was to automate the process of discovery of scientific knowledge using mathematical logic and statistics. The GUHA method for producing true formulas of observational calculi relevant to the given problem of scientific discovery was developed. Theoretically interesting and practically important results on observational calculi were achieved. Special attention was paid to formulas - couples of Boolean attributes derived from columns of the analysed data matrix. Association rules introduced in the 1990 s can be seen as a special case of such formulas. New results on logical calculi and association rules were achieved. They can be seen as a logic of association rules. This can contribute to solving contemporary challenging problems of data mining research and practice. The book covers thoroughly the logic of association rules and puts it into the context of current research in data mining. Examples of applications of theoretical results to real problems are presented. New open problems and challenges are listed. Overall, the book is a valuable source of information for researchers as well as for teachers and students interested in data mining | ||
| 776 | 0 | |t Observational Calculi and Association Rules |b Texte imprimé |z 9783642117367 | |
| 776 | 0 | |t Observational Calculi and Association Rules |b Texte imprimé |z 9783642117367 | |
| 776 | 0 | |t Observational Calculi and Association Rules |b Texte imprimé |z 9783642159350 | |
| 776 | 0 | |t Observational Calculi and Association Rules |b Texte imprimé |z 9783642445330 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-642-11737-4 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-DJG7NDT9-5 |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:748086307 |u https://ezproxy.univ-orleans.fr/login?url=https://dx.doi.org/10.1007/978-3-642-11737-4 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:751538868 |u https://ezproxy.insa-cvl.fr/login?qurl=https://dx.doi.org/10.1007/978-3-642-11737-4 |z Accès INSA CVL | |
| 997 | |0 949862 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||