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» Prototype Learning with Attributed Relational Graphs
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ICML
1996
IEEE
14 years 5 months ago
Learning Relational Concepts with Decision Trees
In this paper, we describe two di erent learning tasks for relational structures. When learning a classi er for structures, the relational structures in the training sets are clas...
Peter Geibel, Fritz Wysotzki
ICMLC
2010
Springer
13 years 2 months ago
Dangerous driving event prediction on expressways using fuzzy attributed map matching
: This paper presents a system for predicting dangerous driving events while driving on an expressway. There are three major tasks involved in the prediction system: (1) how to per...
Chiung-Yao Fang, Bo-Yan Wu, Jung Ming Wang, Sei-Wa...
IJCAI
2007
13 years 6 months ago
Utile Distinctions for Relational Reinforcement Learning
We introduce an approach to autonomously creating state space abstractions for an online reinforcement learning agent using a relational representation. Our approach uses a tree-b...
William Dabney, Amy McGovern
ICDAR
2009
IEEE
13 years 11 months ago
User-Guided Wrapping of PDF Documents Using Graph Matching Techniques
There are a number of established products on the market for wrapping—semi-automatic navigation and extraction of data—from web pages. These solutions make use of the inherent...
Tamir Hassan
ICDM
2006
IEEE
152views Data Mining» more  ICDM 2006»
13 years 11 months ago
Application of Graph-based Data Mining to Metabolic Pathways
We present a method for finding biologically meaningful patterns on metabolic pathways using the SUBDUE graph-based relational learning system. A huge amount of biological data t...
Chang Hun You, Lawrence B. Holder, Diane J. Cook