Ross Quinlan
Ross Quinlan
RuleQuest Research Pty Ltd
Verified email at rulequest.com
TitleCited byYear
C4. 5: Programs for machine learning
JR Quinlan
Morgan Kaufmann, San Francisco, CA, 1993
37034*1993
Induction of decision trees
JR Quinlan
Machine learning 1 (1), 81-106, 1986
219431986
Top 10 algorithms in data mining
X Wu, V Kumar, JR Quinlan, J Ghosh, Q Yang, H Motoda, GJ McLachlan, ...
Knowledge and Information Systems 14 (1), 1-37, 2008
45992008
Learning efficient classification procedures and their application to chess end games.
JR Quinlan
Machine learning: An artificial intelligence approach, 463-482, 1983
4294*1983
Learning with continuous classes
JR Quinlan
5th Australian joint conference on artificial intelligence 92, 343-348, 1992
25941992
Simplifying decision trees
JR Quinlan
International journal of man-machine studies 27 (3), 221-234, 1987
25341987
Learning logical definitions from relations
JR Quinlan
Machine learning 5 (3), 239-266, 1990
24861990
Improved use of continuous attributes in C4. 5
JR Quinlan
Journal of Artificial Intelligence Research 4, 77-90, 1996
21611996
Bagging, boosting, and C4. 5
JR Quinlan
AAAI/IAAI, Vol. 1, 725-730, 1996
21131996
Discovering rules by induction from large collections of examples
JR Quinlan
Expert systems in the micro electronic age. Edinburgh University Press, 1979
10461979
Inferring decision trees using the minimum description length principle
JR Quinlan, RL Rivest
Information and computation 80 (3), 227-248, 1989
9541989
FOIL: A midterm report
JR Quinlan, RM Cameron-Jones
Machine Learning: ECML-93, 1-20, 1993
7661993
Generating Production Rules from Decision Trees.
JR Quinlan
IJCAI 87, 304-307, 1987
6801987
Combining instance-based and model-based learning
JR Quinlan
Proceedings of the Tenth International Conference on Machine Learning, 236-243, 1993
6671993
Decision trees and decision-making
JR Quinlan
IEEE Transactions on Systems, Man, and Cybernetics 20 (2), 339-346, 1990
5111990
Unknown attribute values in induction
JR Quinlan
Proc. of the Sixth Int. Workshop on Machine Learning, 164-168, 1989
4601989
The effect of noise on concept learning
JR Quinlan
Machine learning: An artificial intelligence approach 2, 149-166, 1986
4301986
Discovering rules from large collections of examples: a case study
JR Quinlan
Expert systems in the microelectronic age, 1979
3511979
Data mining tasks and methods: Classification: decision-tree discovery
R Kohavi, JR Quinlan
Handbook of data mining and knowledge discovery, 267-276, 2002
328*2002
Inductive knowledge acquisition: a case study
JR Quinlan, PJ Compton, KA Horn, L Lazarus
Proceedings of the Second Australian Conference on Applications of expert …, 1987
2841987
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Articles 1–20