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ORCIDJ. Ross Quinlan
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2000 – 2009
- 2008
[j20]Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan
, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael S. Steinbach, David J. Hand, Dan Steinberg:
Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1): 1-37 (2008)- 2000
- [j19]J. Ross Quinlan:
KDD-99 Panel on Last 10 and Next 10 years. SIGKDD Explor. 1(2): 62 (2000)
1990 – 1999
- 1999
- [j18]J. Ross Quinlan:
Simplifying decision trees. Int. J. Hum. Comput. Stud. 51(2): 497-510 (1999) - [c18]J. Ross Quinlan:
Data Mining from an AI Perspective (Abstract). ICDE 1999: 186 - [c17]J. Ross Quinlan:
Some Elements of Machine Learning (Extended Abstract). ILP 1999: 15-18 - 1997
- [r1]J. Ross Quinlan:
Decision Trees and Instance-Based Classifiers. The Computer Science and Engineering Handbook 1997: 521-535 - 1996
- [j17]J. Ross Quinlan:
Learning Decision Tree Classifiers. ACM Comput. Surv. 28(1): 71-72 (1996) - [j16]J. Ross Quinlan:
Improved Use of Continuous Attributes in C4.5. J. Artif. Intell. Res. 4: 77-90 (1996) - [j15]J. Ross Quinlan:
Learning First-Order Definitions of Functions. J. Artif. Intell. Res. 5: 139-161 (1996) - [c16]J. Ross Quinlan:
Bagging, Boosting, and C4.5. AAAI/IAAI, Vol. 1 1996: 725-730 - [c15]J. Ross Quinlan:
Boosting First-Order Learning. ALT 1996: 143-155 - [i2]J. Ross Quinlan:
Improved Use of Continuous Attributes in C4.5. CoRR cs.AI/9603103 (1996) - [i1]J. Ross Quinlan:
Learning First-Order Definitions of Functions. CoRR cs.AI/9610102 (1996) - 1995
- [j14]J. Ross Quinlan, R. Mike Cameron-Jones:
Induction of Logic Programs: FOIL and Related Systems. New Gener. Comput. 13(3&4): 287-312 (1995) - [c14]J. Ross Quinlan:
MDL and Categorical Theories (Continued). ICML 1995: 464-470 - [c13]J. Ross Quinlan, R. Mike Cameron-Jones:
Oversearching and Layered Search in Empirical Learning. IJCAI 1995: 1019-1024 - 1994
- [j13]R. Mike Cameron-Jones, J. Ross Quinlan:
Efficient Top-Down Induction of Logic Programs. SIGART Bull. 5(1): 33-42 (1994) - [c12]J. Ross Quinlan:
The Minimum Description Length Principle and Categorical Theories. ICML 1994: 233-241 - 1993
- [b1]J. Ross Quinlan:
C4.5: Programs for Machine Learning. Morgan Kaufmann 1993, ISBN 1-55860-238-0 - [c11]J. Ross Quinlan, R. Mike Cameron-Jones:
FOIL: A Midterm Report. ECML 1993: 3-20 - [c10]J. Ross Quinlan:
Combining Instance-Based and Model-Based Learning. ICML 1993: 236-243 - [c9]R. Mike Cameron-Jones, J. Ross Quinlan:
Avoiding Pitfalls When Learning Recursive Theories. IJCAI 1993: 1050-1057 - 1991
- [j12]J. Ross Quinlan:
Knowledge Acquisition from Structured Data: Using Determinate Literals to Assist Search. IEEE Expert 6(6): 32-37 (1991) - [j11]J. Ross Quinlan:
Improved Estimates for the Accuracy of Small Disjuncts. Mach. Learn. 6: 93-98 (1991) - [c8]J. Ross Quinlan:
Determinate Literals in Inductive Logic Programming. ML 1991: 442-446 - [c7]J. Ross Quinlan:
Determinate Literals in Inductive Logic Programming. IJCAI 1991: 746-750 - 1990
- [j10]J. Ross Quinlan:
Learning Logical Definitions from Relations. Mach. Learn. 5: 239-266 (1990) - [j9]J. Ross Quinlan:
Decision trees and decision-making. IEEE Trans. Syst. Man Cybern. 20(2): 339-346 (1990)
1980 – 1989
- 1989
- [j8]J. Ross Quinlan, Ronald L. Rivest:
Inferring Decision Trees Using the Minimum Description Length Principle. Inf. Comput. 80(3): 227-248 (1989) - [c6]J. Ross Quinlan:
Unknown Attribute Values in Induction. ML 1989: 164-168 - 1988
- [c5]J. Ross Quinlan:
An Empirical Comparison of Genetic and Decision-Tree Classifiers. ML 1988: 135-141 - 1987
- [j7]J. Ross Quinlan:
Simplifying Decision Trees. Int. J. Man Mach. Stud. 27(3): 221-234 (1987) - [c4]J. Ross Quinlan:
Generating Production Rules from Decision Trees. IJCAI 1987: 304-307 - 1986
- [j6]J. Ross Quinlan:
Induction of Decision Trees. Mach. Learn. 1(1): 81-106 (1986) - [d1]J. Ross Quinlan:
Thyroid Disease. UCI Machine Learning Repository, 1986
- 1985
- [j5]K. A. Horn, Paul Compton, Leslie Lazarus, J. Ross Quinlan:
An Expert System for the Interpretation of Thyroid Assays in a Clinical Laboratory. Aust. Comput. J. 17(1): 7-11 (1985) - [j4]J. Ross Quinlan:
Internal Consistency in Plausible Reasoning Systems. New Gener. Comput. 3(2): 157-180 (1985) - 1983
- [j3]J. Ross Quinlan:
Inferno: A Cautious Approach To Uncertain Inference. Comput. J. 26(3): 255-269 (1983) - [c3]J. Ross Quinlan:
Consistency and Plausible Reasoning. IJCAI 1983: 137-144 - 1980
- [j2]J. Ross Quinlan:
An Introduction to Knowledge-Based Expert Systems. Aust. Comput. J. 12(2): 56-62 (1980)
1970 – 1979
- 1975
- [c2]J. Ross Quinlan:
Predicting The Length Of Solutions To Problems. IJCAI 1975: 363-369
1960 – 1969
- 1969
- [c1]J. Ross Quinlan:
A Task-Independent Experience-Gathering Scheme for a Problem Solver. IJCAI 1969: 193-198 - 1968
- [j1]J. Ross Quinlan, Earl B. Hunt:
A Formal Deductive Problem-Solving System. J. ACM 15(4): 625-646 (1968)
Coauthor Index
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