| 2008 |
|---|
| 41 | EE | 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 Steinbach,
David J. Hand,
Dan Steinberg:
Top 10 algorithms in data mining.
Knowl. Inf. Syst. 14(1): 1-37 (2008) |
| 2000 |
|---|
| 40 | EE | J. Ross Quinlan:
KDD-99 Panel on Last 10 and Next 10 years.
SIGKDD Explorations 1(2): 62 (2000) |
| 1999 |
|---|
| 39 | EE | J. Ross Quinlan:
Data Mining from an AI Perspective (Abstract).
ICDE 1999: 186 |
| 38 | EE | J. Ross Quinlan:
Some Elements of Machine Learning (Extended Abstract).
ILP 1999: 15-18 |
| 37 | EE | J. Ross Quinlan:
Simplifying decision trees.
Int. J. Hum.-Comput. Stud. 51(2): 497-510 (1999) |
| 1997 |
|---|
| 36 | | J. Ross Quinlan:
Decision Trees and Instance-Based Classifiers.
The Computer Science and Engineering Handbook 1997: 521-535 |
| 1996 |
|---|
| 35 | | J. Ross Quinlan:
Bagging, Boosting, and C4.5.
AAAI/IAAI, Vol. 1 1996: 725-730 |
| 34 | | J. Ross Quinlan:
Boosting First-Order Learning.
ALT 1996: 143-155 |
| 33 | | J. Ross Quinlan:
Learning Decision Tree Classifiers.
ACM Comput. Surv. 28(1): 71-72 (1996) |
| 32 | EE | J. Ross Quinlan:
Improved Use of Continuous Attributes in C4.5
CoRR cs.AI/9603103: (1996) |
| 31 | EE | J. Ross Quinlan:
Learning First-Order Definitions of Functions
CoRR cs.AI/9610102: (1996) |
| 30 | | J. Ross Quinlan:
Improved Use of Continuous Attributes in C4.5.
J. Artif. Intell. Res. (JAIR) 4: 77-90 (1996) |
| 29 | | J. Ross Quinlan:
Learning First-Order Definitions of Functions.
J. Artif. Intell. Res. (JAIR) 5: 139-161 (1996) |
| 1995 |
|---|
| 28 | | J. Ross Quinlan:
MDL and Categorial Theories (Continued).
ICML 1995: 464-470 |
| 27 | | J. Ross Quinlan,
R. Mike Cameron-Jones:
Oversearching and Layered Search in Empirical Learning.
IJCAI 1995: 1019-1024 |
| 26 | | J. Ross Quinlan,
R. Mike Cameron-Jones:
Induction of Logic Programs: FOIL and Related Systems.
New Generation Comput. 13(3&4): 287-312 (1995) |
| 1994 |
|---|
| 25 | | J. Ross Quinlan:
The Minimum Description Length Principle and Categorical Theories.
ICML 1994: 233-241 |
| 24 | | R. Mike Cameron-Jones,
J. Ross Quinlan:
Efficient Top-Down Induction of Logic Programs.
SIGART Bulletin 5(1): 33-42 (1994) |
| 1993 |
|---|
| 23 | | J. Ross Quinlan:
C4.5: Programs for Machine Learning
Morgan Kaufmann 1993 |
| 22 | | J. Ross Quinlan,
R. Mike Cameron-Jones:
FOIL: A Midterm Report.
ECML 1993: 3-20 |
| 21 | | J. Ross Quinlan:
Combining Instance-Based and Model-Based Learning.
ICML 1993: 236-243 |
| 20 | | R. Mike Cameron-Jones,
J. Ross Quinlan:
Avoiding Pitfalls When Learning Recursive Theories.
IJCAI 1993: 1050-1057 |
| 1991 |
|---|
| 19 | | J. Ross Quinlan:
Determinate Literals in Inductive Logic Programming.
IJCAI 1991: 746-750 |
| 18 | | J. Ross Quinlan:
Determinate Literals in Inductive Logic Programming.
ML 1991: 442-446 |
| 17 | EE | J. Ross Quinlan:
Knowledge Acquisition from Structured Data: Using Determinate Literals to Assist Search.
IEEE Expert 6(6): 32-37 (1991) |
| 16 | | J. Ross Quinlan:
Improved Estimates for the Accuracy of Small Disjuncts.
Machine Learning 6: 93-98 (1991) |
| 1990 |
|---|
| 15 | | J. Ross Quinlan:
Learning Logical Definitions from Relations.
Machine Learning 5: 239-266 (1990) |
| 1989 |
|---|
| 14 | | J. Ross Quinlan:
Unknown Attribute Values in Induction.
ML 1989: 164-168 |
| 13 | | J. Ross Quinlan,
Ronald L. Rivest:
Inferring Decision Trees Using the Minimum Description Length Principle
Inf. Comput. 80(3): 227-248 (1989) |
| 1988 |
|---|
| 12 | | J. Ross Quinlan:
An Empirical Comparison of Genetic and Decision-Tree Classifiers.
ML 1988: 135-141 |
| 1987 |
|---|
| 11 | | J. Ross Quinlan:
Generating Production Rules from Decision Trees.
IJCAI 1987: 304-307 |
| 10 | | J. Ross Quinlan:
Simplifying Decision Trees.
International Journal of Man-Machine Studies 27(3): 221-234 (1987) |
| 1986 |
|---|
| 9 | | J. Ross Quinlan:
Induction of Decision Trees.
Machine Learning 1(1): 81-106 (1986) |
| 1985 |
|---|
| 8 | | K. A. Horn,
Paul Compton,
L. Lazarus,
J. Ross Quinlan:
An Expert System for the Interpretation of Thyroid Assays in a Clinical Laboratory.
Australian Computer Journal 17(1): 7-11 (1985) |
| 7 | | J. Ross Quinlan:
Internal Consistency in Plausible Reasoning Systems.
New Generation Comput. 3(2): 157-180 (1985) |
| 1983 |
|---|
| 6 | | J. Ross Quinlan:
Consistency and Plausible Reasoning.
IJCAI 1983: 137-144 |
| 5 | | J. Ross Quinlan:
Inferno: A Cautious Approach To Uncertain Inference.
Comput. J. 26(3): 255-269 (1983) |
| 1980 |
|---|
| 4 | | J. Ross Quinlan:
An Introduction to Knowledge-Based Expert Systems.
Australian Computer Journal 12(2): 56-62 (1980) |
| 1975 |
|---|
| 3 | | J. Ross Quinlan:
Predicting The Length Of Solutions To Problems.
IJCAI 1975: 363-369 |
| 1969 |
|---|
| 2 | | J. Ross Quinlan:
A Task-Independent Experience-Gathering Scheme for a Problem Solver.
IJCAI 1969: 193-198 |
| 1968 |
|---|
| 1 | EE | J. Ross Quinlan,
E. B. Hunt:
A Formal Deductive Problem-Solving System.
J. ACM 15(4): 625-646 (1968) |
