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Ross Quinlan

Known as: Quinlan 
John Ross Quinlan is a computer science researcher in data mining and decision theory. He has contributed extensively to the development of decision… 
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16 relations
Artificial intelligenceBing LiuC4.5 algorithmComputer science

Papers overview

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2011
2011
Discovery of Knowledge Patterns in Clinical Data through Data Mining Algorithms: Multi-class Categorization of Breast Tissue Data
This paper highlights the significance of classification in data mining and knowledge discovery. In this paper we investigate the… 
Highly Cited
2011
Highly Cited
2011
A Hybrid Higher Order Neural Classifier for handling classification problems
Review
2003
Review
2003
Marginal predation methodologies and the importance of predator preferences
Correspondence: T. Stankowich, Psychology Department, Young Hall, One Shields Avenue, University of California, Davis, CA 95616… 
1998
1998
Glacioisostasy and Lake-Level Change at Moosehead Lake, Maine
Reconstructions of glacioisostatic rebound based on relative sea level in Maine and adjacent Canada do not agree well with… 
Highly Cited
1997
Highly Cited
1997
Learning to Tag Multilingual Texts Through Observation
This paper describes RoboTag, an advanced prototype for a machine learningbased multilingual information extraction system. First… 
Highly Cited
1995
Highly Cited
1995
Bayesian Learning for Neural Networks
Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions… 
Highly Cited
1993
Highly Cited
1993
Glacial rebound and sea-level change: an example of a relationship between mantle and surface processes
Highly Cited
1993
Highly Cited
1993
Uncertain reasoning in an ID3 machine learning framework
Quinlan's ID3 is a symbolic machine learning algorithm which uses training examples as input and constructs a decision tree as… 
Highly Cited
1988
Highly Cited
1988
Experiments on the Costs and Benefits of Windowing in ID3
Highly Cited
1987
Highly Cited
1987
Rule Induction with Statistical Data—A Comparison with Multiple Regression
Rule induction is a method of automatically developing rules from sets of examples. Quinlan's ID3 algorithm, which was developed… 
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