Query construction for user-guided knowledge discovery in databases

A Bayesian Method for the Induction of Probabilistic Networks from Data

Gregory F. Cooper, Edward H. Herskovits · Machine Learning · 1992 · 3.5K citations · Full text

Computing, Computer Science, Mathematics +14

A database perspective on knowledge discovery

Tomasz Imieliński, Heikki Mannila · Communications of the ACM · 1996 · 471 citations · Full text

Management, Computer Science, Information Systems +10

Bayesian networks for knowledge discovery

David Heckerman · Knowledge Discovery and Data Mining · 1996 · 146 citations

Computing, Computer Science, Bayesian Data Analysis +13

an entropy-driven system for construction of probabilistic expert systems from databases

Edward H. Herskovits, Gregory F. Cooper · arXiv (Cornell University) · 1990 · 114 citations · Full text

Computing, Computer Science, Information Systems +14

KDD–93: progress and challenges in knowledge discovery in databases

Gregory Piatetsky-Shapiro, Christopher J. Matheus, Padhraic Smyth et al. · 1994 · 28 citations

Computing, Computer Science, Data Mining +10