Matches in SemOpenAlex for { <https://semopenalex.org/work/W2095673361> ?p ?o ?g. }
- W2095673361 abstract "The role of data mining is to search “the space of candidate hypotheses” to offer solutions, whereas the role of statistics is to validate the hypotheses offered by the data-mining process. In this paper we propose Association Rules Networks (ARNs) as a structure for synthesizing, pruning, and analyzing a collection of association rules to construct candidate hypotheses. From a knowledge discovery perspective, ARNs allow for a goal-centric, context-driven analysis of the output of association rules algorithms. From a mathematical perspective, ARNs are instances of backward-directed hypergraphs. Using two extensive case studies, we show how ARNs and statistical theory can be combined to generate and test hypotheses. Copyright © 2009 Wiley Periodicals, Inc. Statistical Analysis and Data Mining 1: 260-279, 2009" @default.
- W2095673361 created "2016-06-24" @default.
- W2095673361 creator A5003933623 @default.
- W2095673361 creator A5004812994 @default.
- W2095673361 creator A5036670654 @default.
- W2095673361 creator A5037947876 @default.
- W2095673361 creator A5045500008 @default.
- W2095673361 date "2009-03-01" @default.
- W2095673361 modified "2023-10-10" @default.
- W2095673361 cites W106164280 @default.
- W2095673361 cites W110175884 @default.
- W2095673361 cites W115005776 @default.
- W2095673361 cites W135863099 @default.
- W2095673361 cites W1484413656 @default.
- W2095673361 cites W1487444668 @default.
- W2095673361 cites W1493664362 @default.
- W2095673361 cites W1494547863 @default.
- W2095673361 cites W1500488572 @default.
- W2095673361 cites W1525949272 @default.
- W2095673361 cites W1546862091 @default.
- W2095673361 cites W1553407966 @default.
- W2095673361 cites W1554757161 @default.
- W2095673361 cites W1555269405 @default.
- W2095673361 cites W1565377632 @default.
- W2095673361 cites W1571035772 @default.
- W2095673361 cites W1573598582 @default.
- W2095673361 cites W1574956165 @default.
- W2095673361 cites W1576347883 @default.
- W2095673361 cites W1580960713 @default.
- W2095673361 cites W1584120419 @default.
- W2095673361 cites W1585646276 @default.
- W2095673361 cites W1589603734 @default.
- W2095673361 cites W1592510768 @default.
- W2095673361 cites W1599216479 @default.
- W2095673361 cites W1601740268 @default.
- W2095673361 cites W1620362451 @default.
- W2095673361 cites W1621799579 @default.
- W2095673361 cites W1676134498 @default.
- W2095673361 cites W1693849243 @default.
- W2095673361 cites W1760551737 @default.
- W2095673361 cites W1807501439 @default.
- W2095673361 cites W1942367216 @default.
- W2095673361 cites W1969423031 @default.
- W2095673361 cites W1971440513 @default.
- W2095673361 cites W1972665620 @default.
- W2095673361 cites W1973036367 @default.
- W2095673361 cites W1973996621 @default.
- W2095673361 cites W1977957920 @default.
- W2095673361 cites W1984568490 @default.
- W2095673361 cites W1994190629 @default.
- W2095673361 cites W1996869586 @default.
- W2095673361 cites W2016808664 @default.
- W2095673361 cites W2017675162 @default.
- W2095673361 cites W2024850630 @default.
- W2095673361 cites W2026463897 @default.
- W2095673361 cites W2030298189 @default.
- W2095673361 cites W2032303280 @default.
- W2095673361 cites W2043885422 @default.
- W2095673361 cites W2047061289 @default.
- W2095673361 cites W2047489298 @default.
- W2095673361 cites W2049083558 @default.
- W2095673361 cites W2051540418 @default.
- W2095673361 cites W2054336229 @default.
- W2095673361 cites W2063978378 @default.
- W2095673361 cites W2065002018 @default.
- W2095673361 cites W2069231281 @default.
- W2095673361 cites W2070598375 @default.
- W2095673361 cites W2075665712 @default.
- W2095673361 cites W2078361703 @default.
- W2095673361 cites W2093404847 @default.
- W2095673361 cites W2094974204 @default.
- W2095673361 cites W2102297485 @default.
- W2095673361 cites W2103201239 @default.
- W2095673361 cites W2104046064 @default.
- W2095673361 cites W2104260616 @default.
- W2095673361 cites W2107418220 @default.
- W2095673361 cites W2107783730 @default.
- W2095673361 cites W2109220922 @default.
- W2095673361 cites W2109402618 @default.
- W2095673361 cites W2112660220 @default.
- W2095673361 cites W2113124441 @default.
- W2095673361 cites W2115364986 @default.
- W2095673361 cites W2116029313 @default.
- W2095673361 cites W2119885577 @default.
- W2095673361 cites W2120074607 @default.
- W2095673361 cites W2120943950 @default.
- W2095673361 cites W2122982548 @default.
- W2095673361 cites W2129894900 @default.
- W2095673361 cites W2131423065 @default.
- W2095673361 cites W2135046866 @default.
- W2095673361 cites W2143182259 @default.
- W2095673361 cites W2143672210 @default.
- W2095673361 cites W2143718527 @default.
- W2095673361 cites W2148574700 @default.
- W2095673361 cites W2150779766 @default.
- W2095673361 cites W2152523366 @default.
- W2095673361 cites W2155358700 @default.
- W2095673361 cites W2156909104 @default.
- W2095673361 cites W2160149182 @default.
- W2095673361 cites W2165467455 @default.