Learning Statistical Models from Relational Data (2001)

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by Lise Getoor , Luc De Raedt
Citations:39 - 6 self

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31 Distribution-based aggregation for relational learning with identifier attributes – Claudia Perlich, Foster Provost - 2004
ALGORITHMS FOR NON-PARAMETRIC CLASSIFIERS IN MULTI-RELATIONAL DATA MINING – Trilce M Encarnación, Edgar Acuña Fernandez - 2006
28 Structural Logistic Regression for Link Analysis – Alexandrin Popescul, Rin Popescul, Lyle H. Ungar - 2003
63 Statistical relational learning for link prediction – Rin Popescul, Lyle H. Ungar - 2003
36 Statistical Relational Learning for Document Mining – Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence, David M. Pennock - 2003
118 Conference on Data Mining | DMIN'06 | Pattern-Based Transformation Approach to Relational Domain Learning Using Dynamic Aggregation for Relational Attributes – Rayner Alfred, Dimitar Kazakov
117 Learning relational probability trees – Jennifer Neville, David Jensen, Lisa Friedland, Michael Hay
82 A Simple Relational Classifier – Sofus A. Macskassy, Foster Provost - 2003
41 Scaling up inductive logic programming by learning from interpretations. Data Mining and Knowledge Discovery – Hendrik Blockeel, Nico Jacobs, Bart Demoen, Saˇso Dˇzeroski, Nada Lavrač - 1999
25 Avoiding bias when aggregating relational data with degree disparity – David Jensen, Jennifer Neville, Michael Hay - 2003
6 A brief survey of machine learning methods for classification in networked data and an application to suspicion scoring – Sofus A. Macskassy, Foster Provost - 2006
An Extended Transformation Approach to . . . – Nada Lavrač, Peter Flach - 2001
16 Scalability and efficiency in multi-relational data mining – Hendrik Blockeel, Michele Sebag
3 Discovering Laws as Anomalies in Logical Worlds – Proshanto Mukherji - 2006
1 Mining Relational Association Rules for Propositional Classification – Michelangelo Ceci, Donato Malerba
21 Propositionalization-based relational subgroup discovery with RSD – Filip ˇzelezn´y Nada Lavrač - 2006
12 Spatial Associative Classification: Propositional vs. Structural approach – Michelangelo Ceci - 2006
38 Comparative Evaluation of Approaches to Propositionalization – Mark-A. Krogel, Simon Rawles, Filip Zelezny, Peter A. Flach, Nada Lavrac, Stefan Wrobel - 2003
A Data Summarisation Approach to Knowledge Discovery – Rayner Alfred